1. 2019
  2. A Hierarchical Approach for Associating Body-Worn Sensors to Video Regions in Crowded Mingling Scenarios

    Cabrera Quiros, L. & Hung, H., 2019, In : IEEE Transactions on Multimedia. 21, 7, p. 1867-1879 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  3. A data-driven interactome of synergistic genes improves network-based cancer outcome prediction

    Allahyar, A., Ubels, J. & de Ridder, J., 2019, In : PLoS Computational Biology. 15, 2, p. 1-21 21 p., e1006657.

    Research output: Contribution to journalArticleScientificpeer-review

  4. A simulation study on the effect of optimized high permittivity materials on fetal imaging at 3T

    van Gemert, J., Brink, W. M., Remis, R. & Webb, A., 2019, In : Magnetic Resonance in Medicine. 82, 5, p. 1822-1831 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  5. Accelerating compressed sensing in parallel imaging reconstructions using an efficient circulant preconditioner for cartesian trajectories

    Koolstra, K., van Gemert, J., Börnert, P., Webb, A. & Remis, R., 2019, In : Magnetic Resonance in Medicine. 81, 1, p. 670-685 16 p.

    Research output: Contribution to journalArticleScientificpeer-review

  6. Automatic quantification of bone marrow edema on MRI of the wrist in patients with early arthritis: A feasibility study (vol 79, pg 1127, 2018): Automatic quantification of bone marrow edema on MRI of the wrist in patients with early arthritis: A feasibility study (Magn Reson Med. 2018; 79:1127‐1134)

    Aizenberg, E., Roex, E. A. H., Nieuwenhuis, W. P., Mangnus, L., van der Helm-van Mil, A. H. M., Reijnierse, M., Bloem, J. L., Lelieveldt, B. P. F. & Stoel, B. C., 2019, In : Magnetic Resonance in Medicine. 82, 1, p. 510-510 1 p.

    Research output: Contribution to journalComment/Letter to the editorScientific

  7. Complex conversational scene analysis using wearable sensors

    Hung, H., Gedik, E. & Cabrera Quiros, L., 2019, Multimodal Behavior Analysis in the Wild: Advances and Challenges. Alameda-Pineda, X., Ricci, E. & Sebe, N. (eds.). London: Academic Press, p. 225-245 22 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterScientific

  8. Conserved cell types with divergent features in human versus mouse cortex

    Hodge, R. D., Bakken, T. E., Miller, J. A., Smith, K. A., Barkan, E. R., Graybuck, L. T., Close, J. L., Hollt, T., Mahfouz, A., Lelieveldt, B. & More Authors, 2019, In : Nature. 573, p. 61-68 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  9. CyTOFmerge: integrating mass cytometry data across multiple panels

    Abdelaal, T., Hollt, T., van Unen, V., Lelieveldt, B. P. F., Koning, F., Reinders, M. & Mahfouz, A., 2019, In : Bioinformatics. btzl 180, p. 1-9 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  10. Design of a parallel plate shearing device for visualization of concentrated suspensions

    Shakeel, A., van Kan, P. J. M. & Chassagne, C., 2019, In : Measurement: Journal of the International Measurement Confederation. 145, p. 391-399 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  11. Dimensionality-Reduction Algorithms for Progressive Visual Analytics

    Pezzotti, N., 2019, 166 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  12. Divide and Count: Generic Object Counting by Image Divisions

    Stahl, T., Pintea, S. L. & Van Gemert, J. C., 2019, In : IEEE Transactions on Image Processing. 28, 2, p. 1035-1044 10 p., 8488575.

    Research output: Contribution to journalArticleScientificpeer-review

  13. Focus+context exploration of hierarchical embeddings

    Hollt, T., Vilanova, A., Pezzotti, N., Lelieveldt, B. & Hauser, H., 2019, In : Computer Graphics Forum. 38, 3, p. 569-579 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  14. GPGPU Linear Complexity t-SNE Optimization

    Pezzotti, N., Thijssen, J., Mordvinstev, A., Hollt, T., Van Lew, B., Lelieveldt, B., Eisemann, E. & Vilanova, A., 2019, (Accepted/In press) In : IEEE Transactions on Visualization and Computer Graphics. p. 1-10 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  15. Gaussian process variance reduction by location selection

    Bottarelli, L. & Loog, M., 2019, In : Pattern Recognition Letters. 125, p. 727-734 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  16. Hand-tremor frequency estimation in videos

    Pintea, S. L., Zheng, J., Li, X., Bank, P. J. M., van Hilten, J. J. & van Gemert, J. C., 2019, Computer Vision – ECCV 2018 Workshops, Proceedings. Leal-Taixé, L. & Roth, S. (eds.). Springer Verlag, Vol. 11134. p. 213-228 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11134 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  17. High-permittivity pad design tool for 7T neuroimaging and 3T body imaging

    van Gemert, J., Brink, W., Webb, A. & Remis, R., 2019, In : Magnetic Resonance in Medicine. 81, 5, p. 3370-3378 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  18. ImaCytE: Visual Exploration of Cellular Microenvironments for Imaging Mass

    van Unen, V., Hollt, T., Koning, F. & Lelieveldt, B., 2019, (Accepted/In press) In : IEEE Transactions on Visualization and Computer Graphics. p. 1-13 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  19. Learning an MR acquisition-invariant representation using Siamese neural networks

    Kouw, W., Loog, M., Bartels, W. & Mendrik, A., 2019, (Accepted/In press) Proceedings of the IEEE International Symposium on Biomedical Imaging. IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  20. Memory CD4+ T cells are generated in the human fetal intestine

    Li, N., van Unen, V., Abdelaal, T., Guo, N., Kasatskaya, S. A., Chuva de Sousa Lopes, S. M., Höllt, T., Britanova, O. V., Lelieveldt, B. P. F. & More Authors, 2019, In : Nature Immunology. 20, 3, p. 301-312 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  21. On Social Involvement in Mingling Scenarios: Detecting Associates of F-formations in Still Images

    Zhang, L. & Hung, H., 2019, (Accepted/In press) In : IEEE Transactions on Affective Computing. p. 1-13 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  22. PD-L1 blockade engages tumor-infiltrating lymphocytes to co-express targetable activating and inhibitory receptors

    Beyrend, G., van der Gracht, E., Yilmaz, A., van Duikeren, S., Camps, M., Hollt, T., Vilanova, A., van Unen, V., Koning, F., de Miranda, N. F. C. C., Arens, R. & Ossendorp, F., 2019, In : Journal for ImmunoTherapy of Cancer. 7, 1, p. 1-14 14 p., 217.

    Research output: Contribution to journalArticleScientificpeer-review

  23. PRECISE: A domain adaptation approach to transfer predictors of drug response from pre-clinical models to tumors

    Mourragui, S., Loog, M., van der Wiel, M. A., Reinders, M. & Wessels, L., 2019, In : Bioinformatics. 35, 14, p. i510-i519 10 p., btz372.

    Research output: Contribution to journalArticleScientificpeer-review

  24. Quantification of aortic pulse wave velocity from a population based cohort: A fully automatic method

    Shahzad, R., Shankar, A., Amier, R., Nijveldt, R., Westenberg, J. J. M., de Roos, A., Lelieveldt, B. P. F. & van Der Geest, R. J., 2019, In : Journal of Cardiovascular Magnetic Resonance. 21, 1, p. 1-14 14 p., 27.

    Research output: Contribution to journalArticleScientificpeer-review

  25. Quantitative error prediction of medical image registration using regression forests

    Sokooti, H., Saygili, G., Glocker, B., Lelieveldt, B. & Staring, M., 2019, In : Medical Image Analysis. 56, p. 110-121 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  26. Robust contour propagation using deep learning and image registration for online adaptive proton therapy of prostate cancer

    Elmahdy, M. S., Jagt, T., Zinkstok, R. T., Qiao, Y., Shahzad, R., Sokooti, H., Yousefi, S., Incrocci, L., Marijnen, C. A. M., Hoogeman, M. & Staring, M., 2019, In : Medical Physics. 46, 8, p. 3329-3343 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  27. Single shot active learning using pseudo annotators

    Yang, Y. & Loog, M., 2019, In : Pattern Recognition. 89, p. 22-31 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  28. The Pessimistic Limits and Possibilities of Margin-based Losses in Semi-supervised Learning

    Krijthe, J. & Loog, M., 2019, (Accepted/In press) Advances in Neural Information Processing Systems. p. 1793-1802 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

  29. The representation of speech in deep neural networks

    Scharenborg, O., van der Gouw, N., Larson, M. & Marchiori, E., 2019, MultiMedia Modeling: 25th International Conference, MMM 2019, Proceedings. Kompatsiaris, I., Huet, B., Mezaris, V., Gurrin, C., Cheng, W-H. & Vrochidis, S. (eds.). Part II ed. Cham: Springer Verlag, p. 194-205 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11296 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  30. Using phase instead of optical flow for action recognition

    Hommos, O., Pintea, S. L., Mettes, P. S. M. & van Gemert, J. C., 2019, Computer Vision – ECCV 2018 Workshops, Proceedings. Leal-Taixé, L. & Roth, S. (eds.). Springer Verlag, p. 678-691 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11134 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  31. Visual Content Analysis and Linked Data for Automatic Enrichment of Architecture-Related Images

    Mager, T., Khademi, S., Siebes, R., Hein, C., van Gemert, J. & de Boer, V., 2019, Digital Cultural Heritage. Kremers, H. (ed.). Cham: Springer

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  32. 2018
  33. Automatic analysis of human social behavior in - the - wild using multimodal streams

    Cabrera Quiros, L., 27 Sep 2018, 147 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  34. Impact of sand nourishments on hydrodynamics and swimmer safety

    Radermacher, M., 15 Jun 2018, Delft. 136 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  35. Editorial for special collection on the estimation and control of MAV navigation in GPS-denied cluttered environments

    Marzat, J., Croon, G. D., Fraundorfer, F., Morin, P. & Tsourdos, A., 1 Jun 2018, In : International Journal of Micro Air Vehicles. 10, 2, p. 125-126 2 p.

    Research output: Contribution to journalEditorialScientificpeer-review

  36. Influence of domain shift factors on deep segmentation of the drivable path of an autonomous vehicle

    Bormans, R. P. A., Lindenbergh, R. C. & Karimi Nejadasl, F., 30 May 2018, In : International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives. 42, 2, p. 141-148 8 p.

    Research output: Contribution to journalConference articleScientificpeer-review

  37. A benchmark and comparison of active learning for logistic regression

    Yang, Y. & Loog, M., 2018, In : Pattern Recognition. 83, p. 401-415 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  38. A variance maximization criterion for active learning

    Yang, Y. & Loog, M., 2018, In : Pattern Recognition. 78, p. 358-370 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  39. Artificial Empathic Memory: Enabling Media Technologies to Better Understand Subjective User Experience

    Dudzik, B., Hung, H., Neerincx, M. & Broekens, J., 2018, Proceedings of the 2018 Workshop on Understanding Subjective Attributes of Data, with the Focus on Evoked Emotions, EE-USAD 2018. New York, NY: Association for Computing Machinery (ACM), p. 1-8 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  40. Asymmetric kernel in Gaussian Processes for learning target variance

    Pintea, S. L., van Gemert, J. C. & Smeulders, A. W. M., 2018, In : Pattern Recognition Letters. 108, p. 70-77 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  41. Automatic quantification of bone marrow edema on MRI of the wrist in patients with early arthritis: A feasibility study

    Aizenberg, E., Roex, E. A. H., Nieuwenhuis, W. P., Mangnus, L., van der Helm-Mil, A. H. M., Reijnierse, M., Bloem, J. L., Lelieveldt, B. P. F. & Stoel, B. G., 2018, In : Magnetic Resonance in Medicine. 79, 2, p. 1127-1134 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  42. Bioinformatic Analysis of Genomic and Transcriptomic Variation in Fungi

    Gehrmann, T., 2018, 121 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  43. Capturing human behaviour through wearables by computational analysis of social dynamics

    Gedik, E., 2018, 160 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  44. Contextual loss functions for optimization of convolutional neural networks generating pseudo CTs from MRI

    van Stralen, M., Zhou, Y., Wozny, P. J., Seevinck, P. R. & Loog, M., 2018, Medical Imaging 2018: Image Processing. Angelini, E. D. & Landman, B. A. (eds.). Bellingham: SPIE, p. 105741N-1 - 105741N-6 6 p. 105741N. (Proceedings of Spie; vol. 10574).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  45. CyteGuide: Visual Guidance for Hierarchical Single-Cell Analysis

    Hollt, T., Pezzotti, N., van Unen, V., Koning, F., Lelieveldt, B. P. F. & Vilanova, A., 2018, In : IEEE Transactions on Visualization and Computer Graphics. 24, 1, p. 739-748 10 p., 8017575.

    Research output: Contribution to journalArticleScientificpeer-review

  46. DeepEyes: Progressive Visual Analytics for Designing Deep Neural Networks

    Pezzotti, N., Hollt, T., van Gemert, J., Lelieveldt, B., Eisemann, E. & Vilanova Bartroli, A., 2018, In : IEEE Transactions on Visualization and Computer Graphics. 24, 1, p. 98-108 11 p., 8019872.

    Research output: Contribution to journalArticleScientificpeer-review

  47. Discovering Community Patterns in Open-Source: A Systematic Approach and Its Evaluation

    Tamburri, D. A., Palomba, F., Serebrenik, A. & Zaidman, A., 2018, In : Empirical Software Engineering. p. 1-49 49 p.

    Research output: Contribution to journalArticleScientificpeer-review

  48. Discovering Digital Representations for Remembered Episodes from Lifelog Data

    Dudzik, B., Broekens, J., Neerincx, M., Olenick, J., Chang, C-H., Kozlowski, S. W. J. & Hung, H., 2018, Proceedings of the Workshop on Modeling Cognitive Processes from Multimodal Data, MCPMD'18. New York, NY: Association for Computing Machinery (ACM), p. 1-9 9 p. 13

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  49. Effects of sampling skewness of the importance-weighted risk estimator on model selection

    Kouw, W. & Loog, M., 2018, 2018 24th International Conference on Pattern Recognition (ICPR). IEEE, p. 1468-1473 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  50. Gradient descent for gaussian processes variance reduction

    Bottarelli, L. & Loog, M., 2018, Structural, Syntactic, and Statistical Pattern Recognition : Joint IAPR International Workshop, S+SSPR 2018, Proceedings. Bai, X., Hancock, E. R., Ho, T. K., Wilson, R. C., Biggio, B. & Robles-Kelly, A. (eds.). Cham: Springer Verlag, p. 160-169 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11004 ).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  51. Group interaction frontiers in technology

    Murray, G., Hung, H., Keyton, J., Lai, C., Lehmann-Willenbrock, N. & Oertel, C., 2018, Proceedings of the 2018 International Conference on Multimodal Interaction, ICMI '18. New York, NY: Association for Computing Machinery (ACM), p. 660-662 3 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  52. Heterogeneity of circulating CD8 T-cells specific to islet, neo-antigen and virus in patients with type 1 diabetes mellitus

    Laban, S., Suwandi, J. S., van Unen, V., Pool, J., Wesselius, J., Hollt, T., Pezzotti, N., Vilanova, A., Lelieveldt, B. P. F. & Roep, B. O., 2018, In : PLoS ONE. 13, 8, p. 1-15 15 p., e0200818.

    Research output: Contribution to journalArticleScientificpeer-review

  53. High-Permittivity Pad Design for Dielectric Shimming in Magnetic Resonance Imaging Using Projection-Based Model Reduction and a Nonlinear Optimization Scheme

    van Gemert, J. H. F., Brink, W. M., Webb, A. G. & Remis, R. F., 2018, In : IEEE Transactions on Medical Imaging. 37, 4, p. 1035-1044 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  54. Histogram-based standardization of intravascular optical coherence tomography images acquired from different imaging systems

    Liu, S., Dzyubachyk, O., Eggermont, J., Nakatani, S., Lelieveldt, B. P. F. & Dijkstra, J., 2018, In : Medical Physics. 45, 9, p. 4158-4170 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  55. Improving temporal interpolation of head and body pose using Gaussian process regression in a matrix completion setting

    Tan, S., Tax, D. M. J. & Hung, H., 2018, Proceedings of the Group Interaction Frontiers in Technology, GIFT 2018. D'Mello, S., Scherer, S. & Georgiou, P. P. (eds.). New York, NY, USA: Association for Computing Machinery (ACM), 8 p. 3279982

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  56. Integrating spatial-anatomical regularization and structure sparsity into SVM: Improving interpretation of Alzheimer's disease classification

    Sun, Z., Qiao, Y., Lelieveldt, B. P. F. & Staring, M., 2018, In : NeuroImage. 178, p. 445-460 16 p.

    Research output: Contribution to journalArticleScientificpeer-review

  57. Interactive Visual Exploration of 3D Mass Spectrometry Imaging Data Using Hierarchical Stochastic Neighbor Embedding Reveals Spatiomolecular Structures at Full Data Resolution

    Abdelmoula, W. M., Pezzotti, N., Hollt, T., Dijkstra, J., Vilanova, A., McDonnell, L. A. & Lelieveldt, B., 2018, In : Journal of Proteome Research. 17, 3, p. 1054-1064 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  58. Liquid-liquid equilibria of ternary and quaternary systems involving 5-hydroxymethylfurfural, water, organic solvents, and salts at 313.15 K and atmospheric pressure

    Altway, S., Pujar, S. C. & de Haan, A. B., 2018, In : Fluid Phase Equilibria. 475, p. 100-110 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  59. Mass cytometry reveals innate lymphoid cell differentiation pathways in the human fetal intestine

    Li, N., van Unen, V., Hollt, T., Thompson, A., van Bergen, J., Pezzotti, N., Eisemann, E., Vilanova, A., Chuva de Sousa Lopes, S. M., Lelieveldt, B. & Koning, F., 2018, In : Journal of Experimental Medicine. 215, 5, p. 1383-1396 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  60. Molecular characterization of breast and lung tumors by integration of multiple data types with functional sparse-factor analysis

    Bismeijer, T., Canisius, S. & Wessels, L. F. A., 2018, In : PLoS Computational Biology. 14, 10, p. 1-28 28 p., e1006520.

    Research output: Contribution to journalArticleScientificpeer-review

  61. Multiscale Visualization and Exploration of Large Bipartite Graphs

    Pezzotti, N., Fekete, J-D., Hollt, T., Lelieveldt, B., Eisemann, E. & Vilanova, A., 2018, In : Computer Graphics Forum: the international journal of the Eurographics Association. 37, 3, p. 549-560 12 p.

    Research output: Contribution to journalConference articleScientificpeer-review

  62. Multivariate Time-Series Classification Using the Hidden-Unit Logistic Model

    Pei, W., Dibeklioglu, H., Tax, D. M. J. & van der Maaten, L., 2018, In : IEEE Transactions on Neural Networks and Learning Systems. 29, 4, p. 920-931 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  63. No-Audio Multimodal Speech Detection in Crowded Social Settings task at MediaEval 2018

    Cabrera-Quiros, L., Gedik, E. & Hung, H., 2018, Working Notes Proceedings of the MediaEval 2018 Workshop. Larson, M., Arora, P., Demarty, C-H., Riegler, M., Bischke, B., Dellandrea, E., Lux, M., Porter, A. & Jones, G. J. F. (eds.). p. 1-3 3 p. (CEUR Workshop Proceedings; vol. 2283).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  64. On domain-adaptive machine learning

    Kouw, W., 2018, 189 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  65. Persistent self-supervised learning: From stereo to monocular vision for obstacle avoidance

    van Hecke, K., de Croon, G., van der Maaten, L., Hennes, D. & Izzo, D., 2018, In : International Journal of Micro Air Vehicles. 10, 2, p. 186-206 21 p.

    Research output: Contribution to journalArticleScientificpeer-review

  66. Protein remote homology detection using dissimilarity-based multiple instance learning

    Mensi, A., Bicego, M., Lovato, P., Loog, M. & Tax, D. M. J., 2018, Structural, Syntactic, and Statistical Pattern Recognition : Joint IAPR International Workshop, S+SSPR 2018, Proceedings. Bai, X., Hancock, E. R., Ho, T. K., Wilson, R. C., Biggio, B. & Robles-Kelly, A. (eds.). Cham: Springer Verlag, p. 119-129 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11004 ).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  67. Recurrent Knowledge Distillation

    Pintea, S. L., Liu, Y. & van Gemert, J., 2018, 2018 25th IEEE International Conference on Image Processing (ICIP): Proceedings. Piscataway: IEEE, p. 3393-3397 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  68. Semi-automated Processing of Real-Time CMR Scans for Left Ventricle Segmentation

    Shahzad, R., Fasshauer, M., Lelieveldt, B. P. F., Lotz, J. & van der Geest, R. J., 2018, Biomedical Image Registration - 8th International Workshop, WBIR 2018 - Proceedings. Klein, S., Staring, M., Durrleman, S. & Sommer, S. (eds.). Cham: Springer International Publishing AG, p. 57-66 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10883 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  69. Shape based classification of seismic building structural types

    Sulzer, R., Nourian, P., Palmieri, M. & van Gemert, J., 2018, International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences: 13th 3D GeoInfo Conference 2018. Arroyo Ohori, K., Labetski, A., Agugiaro, G., Koeva, M. & Stoter, J. (eds.). ISPRS, Vol. XLII-4/W10. p. 179-186

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  70. Sight-seeing in the eyes of deep neural networks

    Khademi, S., Shi, X., Mager, T., Siebes, R., Hein, C., De Boer, V. & Van Gemert, J., 2018, Proceedings - IEEE 14th International Conference on eScience, e-Science 2018. Hazeleger, W. (ed.). IEEE, p. 407-408 2 p. 8588744

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  71. Social interaction for efficient agent learning from human reward

    Li, G., Whiteson, S., Bradley Knox, W. & Hung, H., 2018, In : Autonomous Agents and Multi-Agent Systems. 32, 1, p. 1-25 25 p.

    Research output: Contribution to journalArticleScientificpeer-review

  72. Stop criteria for proof load tests verified with field and laboratory testing of the Ruytenschildt Bridge

    Lantsoght, E., Yang, Y., van der Veen, C., Hordijk, D. & De Boer, A., 2018, IABSE Conference 2018 – Engineering the Past, to Meet the Needs of the Future: June 25-27 2018, Copenhagen, Denmark. 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  73. Supervised Classification: Quite a Brief Overview

    Loog, M., 2018, Machine Learning Techniques for Space Weather. Camporeale, E., Wing, S. & Johnson, J. R. (eds.). Elsevier, p. 113-145 33 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterScientific

  74. TeamSense: Assessing Personal Affect and Group Cohesion in Small Teams through Dyadic Interaction and Behavior Analysis with Wearable Sensors

    Zhang, Y., Olenick, J., Chang, C-H., Kozlowski, S. W. J. & Hung, H., 2018, In : ACM Proceedings on Interactive, Mobile, Wearable and Ubiquitous Technologies. 2, 3, p. 1-22 22 p., 150.

    Research output: Contribution to journalArticleScientificpeer-review

  75. Template Matching via Densities on the Roto-Translation Group

    Bekkers, E. J., Loog, M., ter Haar Romeny, B. M. & Duits, R., 2018, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 40, 2, p. 452-466 15 p., 7864477.

    Research output: Contribution to journalArticleScientificpeer-review

  76. The I in Team: Mining Personal Social Interaction Routine with Topic Models from Long-Term Team Data

    Zhang, Y., Olenick, J., Chang, C-H., Kozlowski, S. W. J. & Hung, H., 2018, IUI 2018 - Proceedings of the 23rd International Conference on Intelligent User Interfaces. New York, NY: Association for Computing Machinery (ACM), p. 421-426 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  77. The MatchNMingle dataset: A novel multi-sensor resource for the analysis of social interactions and group dynamics in-the-wild during free-standing conversations and speed dates

    Cabrera-Quiros, L., Demetriou, A., Gedik, E., van der Meij, L. & Hung, H., 2018, In : IEEE Transactions on Affective Computing. PP, 99, p. 1-17 17 p.

    Research output: Contribution to journalArticleScientificpeer-review

  78. The contribution of cytomegalovirus infection to immune senescence is set by the infectious dose

    Redeker, A., Remmerswaal, E. B. M., van der Gracht, E. T. I., Welten, S. P. M., Hollt, T., Koning, F., Cicin-Sain, L., Nikolich-Žugich, J., ten Berge, I. J. M., van Lier, R. A. W., van Unen, V. & Arens, R., 2018, In : Frontiers in Immunology. 8, p. 1-15 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  79. Towards Analyzing and Predicting the Experience of Live Performances with Wearable Sensing

    Gedik, E., Cabrera-Quiros, L., Martella, C., Englebienne, G. & Hung, H., 2018, In : IEEE Transactions on Affective Computing. PP, 99, p. 1-8 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  80. Towards Practical Active Learning for Classification

    Yang, Y., 2018, 133 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  81. Using Topic Models to Mine Everyday Object Usage Routines Through Connected IoT Sensors

    Zhang, Y. & Hung, H., 2018, IOT'18 : Proceedings of the 8th International Conference on the Internet of Things. New York, NY: Association for Computing Machinery (ACM), p. 1-4 4 p. a27

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  82. 2017
  83. Personalised models for speech detection from body movements using transductive parameter transfer

    Gedik, E. & Hung, H., 1 Aug 2017, In : Personal and Ubiquitous Computing. 21, 4, p. 723-737 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  84. Projected estimators for robust semi-supervised classification

    Krijthe, J. H. & Loog, M., 1 Jul 2017, In : Machine Learning. 106, 7, p. 993-1008 16 p.

    Research output: Contribution to journalArticleScientificpeer-review

  85. Fast 3D Design of High-Permittivity Pads for Dielectric Shimming using Model Order Reduction and Nonlinear Optimization

    van Gemert, J., Brink, W., Webb, A. & Remis, R., Apr 2017, p. 1-3. 3 p.

    Research output: Contribution to conferencePosterScientific

  86. Embedding carbon impact assessment in multi-criteria supplier segmentation using ELECTRE TRI-rC

    Rezaei, J., Kadziński, M., Tsimopoulou, V. & Tavasszy, L., 7 Mar 2017, In : Annals of Operations Research. p. 1-23

    Research output: Contribution to journalArticleScientificpeer-review

  87. Silicon nanocrystals embedded in silicon alloys

    van Sebille, M., 3 Mar 2017, 113 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  88. Efficient analysis of dielectric materials in coupled RF coil configurations

    Brink, W., Paska, J., Dai, J., van Gemert, J., Chen, G., Wiggens, G., Remis, R., Collins, C. M. & Webb, A. G., Jan 2017, p. 1-1. 1 p.

    Research output: Contribution to conferencePosterScientific

  89. A Compact Representation of Multiscale Dissimilarity Data by Prototype Selection

    Plasencia-Calaña, Y., Li, Y., Duin, R. P. W., Orozco-Alzate, M., Loog, M. & García-Reyes, E., 2017, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 21st Iberoamerican Congress, CIARP 2016, Proceedings. Beltrán-Castañón, C., Nyström, I. & Famili, F. (eds.). Cham: Springer International Publishing AG, p. 150-157 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10125 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  90. Active Decision Boundary Annotation with Deep Generative Models

    Huijser, M. & van Gemert, J., 2017, 2017 IEEE International Conference on Computer Vision (ICCV). O'Conner, L. (ed.). Piscataway: IEEE, p. 5296-5305 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  91. Aeolian Sediment Availability and Transport

    Hoonhout, B., 2017, 137 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  92. An Efficient Methodology for the Analysis of Dielectric Shimming Materials in Magnetic Resonance Imaging

    Van Gemert, J. H. F., Brink, W., Webb, A. & Remis, R., 2017, In : IEEE Transactions on Medical Imaging. 36, 2, p. 666-673 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  93. An objective comparison of cell-tracking algorithms

    Ulman, V., Maška, M., Magnusson, K. E. G., Ronneberger, O., Haubold, C., Harder, N., Matula, P., Matula, P., Svoboda, D., Radojevic, M., Smal, I., Rohr, K., Jaldén, J., Blau, H. M., Dzyubachyk, O. & Lelieveldt, B., 2017, In : Nature Methods (online). 14, 12, p. 1141-1152 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  94. Assessment of Viscous Energy Loss and the Association with Three-Dimensional Vortex Ring Formation in Left Ventricular Inflow: In Vivo Evaluation Using Four-Dimensional Flow MRI

    Elbaz, M. S. M., van der Geest, R. J., Calkoen, E. E., de Roos, A., Lelieveldt, B. P. F., Roest, A. A. W. & Westenberg, J. J. M., 2017, In : Magnetic Resonance in Medicine. 77, 2, p. 794-805 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  95. Automated Ischemic Lesion Segmentation in MRI Mouse Brain Data after Transient Middle Cerebral Artery Occlusion

    Mulder, I. A., Khmelinskii, A., Dzyubachyk, O., de Jong, S., Rieff, N., Wermer, M. J. H., Hoehn, M., Lelieveldt, B. P. F. & van den Maagdenberg, A. M. J. M., 2017, In : Frontiers in Neuroinformatics. 11, 3.

    Research output: Contribution to journalArticleScientificpeer-review

  96. Brain transcriptome atlases: A computational perspective

    Mahfouz, A., Huisman, S. M. H., Lelieveldt, B. P. F. & Reinders, M. J. T., 2017, In : Brain Structure and Function. p. 1557-1580 24 p.

    Research output: Contribution to journalArticleScientificpeer-review

  97. BrainScope: Interactive visual exploration of the spatial and temporal human brain transcriptome

    Huisman, S. M. H., Van Lew, B., Mahfouz, A., Pezzotti, N., Höllt, T., Michielsen, L., Vilanova, A., Reinders, M. J. T. & Lelieveldt, B. P. F., 2017, In : Nucleic Acids Research. 45, 10, e83.

    Research output: Contribution to journalArticleScientificpeer-review

  98. Co-expression Patterns between ATN1 and ATXN2 Coincide with Brain Regions Affected in Huntington’s Disease

    Keo, A., Aziz, N. A., Dzyubachyk, O., Van Der Grond, J., van Roon-Mom, W. M. C., Lelieveldt, B. P. F., Reinders, M. J. T. & Mahfouz, A., 2017, In : Frontiers in Molecular Neuroscience . 10, p. 1-13 13 p., 399.

    Research output: Contribution to journalArticleScientificpeer-review

  99. Comparing Social Science and Computer Science Workflow Processes for Studying Group Interactions

    Allen, J. A., Fisher, C., Chetouani, M., Chiu, M. M., Mehu, M., Gunes, H. & Hung, H., 2017, In : Small Group Research: an international journal of theory, investigation and application. 48, 5, p. 568-590 23 p.

    Research output: Contribution to journalArticleScientificpeer-review

  100. Computer-aided evaluation of inflammatory changes over time on MRI of the spine in patients with suspected axial spondyloarthritis: A feasibility study

    Aizenberg, E., van den Berg, R., Ez-Zaitouni, Z., van der Heijde, D., Reijnierse, M., Dzyubachyk, O. & Lelieveldt, B. P. F., 2017, In : BMC Medical Imaging. 17, 1, p. 1-9 9 p., 55.

    Research output: Contribution to journalArticleScientificpeer-review

  101. Con-Text: Text Detection for Fine-Grained Object Classification

    Karaoğlu, S., Tao, R., van Gemert, J. & Gevers, T., 2017, In : IEEE Transactions on Image Processing. 26, 8, p. 3965-3980 16 p., 7933250.

    Research output: Contribution to journalArticleScientificpeer-review

  102. Designing High-Permittivity Pads for Dielectric Shimming in MRI using Model Order Reduction and Gauss-Newton Optimization

    Gemert, J. H. F. V., Brink, W. M., Webb, A. G. & Remis, R. F., 2017, Proceedings of the 2017 International Conference on Electromagnetics in Advanced Applications (ICEAA '17). Piscataway, NJ: IEEE, p. 417-420 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  103. Detection of Conversion from Mild Cognitive Impairment to Alzheimer’s Disease Using Longitudinal Brain MRI

    Sun, Z., van de Giessen, M., Lelieveldt, B. P. F. & Staring, M., 2017, In : Frontiers in Neuroinformatics. 11, p. 1-16 16 p., 16.

    Research output: Contribution to journalArticleScientificpeer-review

  104. Dielectric enhanced dipoles for MRI - Approaching the ideal current pattern

    Brink, W. M., Paska, J., Dai, J., van Gemert, J. H. F., Chen, G., Wiggins, G. C., Remis, R. F., Collins, C. M. & Webb, A. G., 2017, Proceedings of the 2017 International Conference on Electromagnetics in Advanced Applications (ICEAA '17). Piscataway, NJ: IEEE, p. 1220-1223 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  105. Do you trust your multiple instance learning classifier?

    Cheplygina, V., Sørensen, L., Tax, D., de Bruijne, M. & Loog, M., 2017, p. 72-73. 2 p.

    Research output: Contribution to conferenceAbstractScientific

  106. Editorial of the Special Issue on Multi-instance Learning in Pattern Recognition and Vision

    Wu, J., Bai, X., Loog, M., Roli, F. & Zhou, Z-H., 2017, In : Pattern Recognition. 71, p. 444-445 2 p.

    Research output: Contribution to journalEditorialScientific

  107. Estimating verbal expressions of task and social cohesion in meetings by quantifying paralinguistic mimicry

    Nanninga, M. C., Zhang, Y., Lehmann-Willenbrock, N., Szlávik, Z. & Hung, H., 2017, ICMI 2017: Proceedings of the 19th ACM International Conference on Multimodal Interaction. New York: Association for Computer Machinery, p. 206-215 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  108. Fully automatic volume quantification of aortic valve calcium in coronary computed tomography angiography

    Gao, X., Kitslaar, P. H., de Graaf, M. A., Broersen, A., Tu, S., Lelieveldt, B., Scholte, A. J. H. A., Dijkstra, J. & Reiber, J. H. C., 2017, In : Cardiovascular Diagnosis and Therapy. p. 1-8 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  109. Fully-automatic left ventricular segmentation from long-axis cardiac cine MR scans

    Shahzad, R., Tao, Q., Dzyubachyk, O., Staring, M., Lelieveldt, B. P. F. & van der Geest, R. J., 2017, In : Medical Image Analysis. 39, p. 44-55 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  110. Generalization Bound Minimization for Active Learning

    Viering, T., Krijthe, J. & Loog, M., 2017, p. 108-109. 2 p.

    Research output: Contribution to conferenceAbstractScientific

  111. Inter-station Intensity Standardization for Whole-Body MR Data

    Dzyubachyk, O., Staring, M., Reijnierse, M., Lelieveldt, B. P. F. & van der Geest, R. J., 2017, In : Magnetic Resonance in Medicine. 77, 1, p. 422-433 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  112. MRI Mouse Brain Data of Ischemic Lesion after Transient Middle Cerebral Artery Occlusion

    Mulder, I. A., Khmelinskii, A., Dzyubachyk, O., De Jong, S., Wermer, M. J. H., Hoehn, M., Lelieveldt, B. P. F. & van den Maagdenberg, A. M. J. M., 2017, In : Frontiers in Neuroinformatics. 11, p. 1-4 4 p., 51.

    Research output: Contribution to journalArticleScientificpeer-review

  113. New Frontiers in Analyzing Dynamic Group Interactions: Bridging Social and Computer Science

    Lehmann-Willenbrock, N., Hung, H. & Keyton, J., 2017, In : Small Group Research: an international journal of theory, investigation and application. 48, 5, p. 519-531 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  114. Nonrigid image registration using multi-scale 3D convolutional neural networks

    Sokooti, H., De Vos, B. D., Berendsen, F., Lelieveldt, B., Išgum, I. & Staring, M., 2017, Medical Image Computing and Computer Assisted Intervention - MICCAI 2017 : 20th International Conference, Proceedings. Descoteaux, M., Maier-Hein, L., Franz, A., Jannin, P., Collins, D. L. & Duchesne, S. (eds.). Part 1 ed. Cham: Springer, p. 232-239 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10433).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  115. Object Extent Pooling for Weakly Supervised Single-Shot Localization

    Gudi, A., van Rosmalen, N., Loog, M. & van Gemert, J., 2017, Britisch Machine Vision Conference 2017. p. 1-12 12 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  116. One-step time-dependent future video frame prediction with a convolutional encoder-decoder neural network

    Vukotic, V., Pintea, S., Raymond, C., Gravier, G. & van Gemert, J., 2017, Image Analysis and Processing - ICIAP 2017 : 19th International Conference, Proceedings. Battiato, S., Gallo, G., Schettini, R. & Stanco, F. (eds.). Part 1 ed. Cham: Springer, p. 140-151 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10484 ).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  117. Pt-AlGaN/GaN HEMT-sensor layout optimization for enhancement of hydrogen detection

    Sokolovskij, R., Iervolino, E., Zhao, C., Wang, F., Yu, H., Santagata, F., Sarro, P. M. & Zhang, G. Q., 2017, Proceedings of IEEE Sensors Conference 2017. Piscataway, NJ: IEEE, p. 1-3 3 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  118. Reproducible pattern recognition research: The case of optimistic SSL

    Krijthe, J. H. & Loog, M., 2017, Reproducible Research in Pattern Recognition: 1st International Workshop, RRPR 2016, Revised Selected Papers. Kerautret, B., Colom, M. & Monasse, P. (eds.). Cham: Springer Verlag, p. 48-59 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10214 ).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  119. Robust semi-supervised least squares classification by implicit constraints

    Krijthe, J. & Loog, M., 2017, In : Pattern Recognition. 63, p. 115-126 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  120. Supervised Scale-Regularized Linear Convolutionary Filters

    Loog, M. & Lauze, F., 2017, Proceedings of BMVC 2017. p. 1-11 11 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

  121. Timing and localization of human dystrophin isoform expression provide insights into the cognitive phenotype of Duchenne muscular dystrophy

    Doorenweerd, N., Mahfouz, A., van Putten, M., Kaliyaperumal, R., 't Hoen, P. A. C., Hendriksen, J. G. M., Aartsma-Rus, A. M., Verschuuren, J. J. G. M., Niks, E. H., Reinders, M. J. T., Kan, H. E. & Lelieveldt, B. P. F., 2017, In : Scientific Reports. 7, 1, p. 1-12 12 p., 12575.

    Research output: Contribution to journalArticleScientificpeer-review

  122. Tissue characterization with depthresolved attenuation coefficient and backscatter term in intravascular optical coherence tomography images

    Liu, S., Sotomi, Y., Eggermont, J., Nakazawa, G., Torii, S., Ijichi, T., Onuma, Y., Serruys, P. W., Lelieveldt, B. P. F. & Dijkstra, J., 2017, In : Journal of Biomedical Optics. 22, 9, p. 1-16 16 p., 096004.

    Research output: Contribution to journalArticleScientificpeer-review

  123. Tubelets: Unsupervised Action Proposals from Spatiotemporal Super-Voxels

    Jain, M., van Gemert, J., Jégou, H., Bouthemy, P. & Snoek, C. G. M., 2017, In : International Journal of Computer Vision. 124, 3, p. 287-311 25 p.

    Research output: Contribution to journalArticleScientificpeer-review

  124. Video Acceleration Magnification

    Zhang, Y., Pintea, S. & van Gemert, J., 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). O'Conner, L. (ed.). Piscataway: IEEE, p. 502-510 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  125. Visual analysis of mass cytometry data by hierarchical stochastic neighbour embedding reveals rare cell types

    van Unen, V., Höllt, T., Pezzotti, N., Li, N., Reinders, M. J. T., Eisemann, E., Koning, F., Vilanova, A. & Lelieveldt, B. P. F., 2017, In : Nature Communications. 8, p. 1-10 10 p., 1740.

    Research output: Contribution to journalArticleScientificpeer-review

  126. 2016
  127. Is automatic facial expression recognition of emotions coming to a dead end? The rise of the new kids on the block

    Gunes, H. & Hung, H., Nov 2016, In : Image and Vision Computing. 55, 1, p. 6-8 3 p.

    Research output: Contribution to journalArticleScientificpeer-review

  128. Computational analysis of brain transcriptome atlases: Understanding molecular mechanisms

    Mahfouz, A., 23 Jun 2016, 158 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  129. Dielectric Shimtool for Automated Design of Dielectric Pads

    Brink, W., Gemert, J. V., Remis, R. & Webb, A., 1 May 2016, ISMRM16 – International Society for Magnetic Resonance in Medicine 24rd Annual Meeting Exhibition. Singapore, p. 2148 1 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  130. Use of volunteers' information to support proactive inspection of hydraulic structures

    Cortes Arevalo, J., 26 Apr 2016, 177 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  131. Interpreting a migraine GWAS using gene expression in healthy human brain

    Huisman, S., Eising, E., Mahfouz, A., Vijfhuizen, L., Lelieveldt, B., van den Maagdenberg, AMJM. & Reinders, M., Apr 2016.

    Research output: Contribution to conferencePosterScientific

  132. Automated Design Approach for Dielectric Shimming in High Field MRI

    Brink, W., Gemert, J. V., Remis, R. & Webb, A., 1 Mar 2016, 2016 International Society for Magnetic Resonance in Medicine Workshop on Ultra High Field MRI: Technological Advances and Clinical Applications (ISMRM UHF). Heidelberg (Germany)

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  133. A soft-labeled self-training approach

    Mey, A. & Loog, M., 2016, 2016 23rd International Conference on Pattern Recognition (ICPR). Piscataway, NJ: IEEE, p. 2604-2609 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  134. Accuracy Estimation for Medical Image Registration Using Regression Forests

    Sokooti, H., Saygili, G., Glocker, B., Lelieveldt, B. & Staring, M., 2016, Medical Image Computing and Computer-Assisted Intervention MICCAI 2016: 19th International Conference, Proceedings part 3. Ourselin, S., Joskowicz, L., Sabuncu, M., Unal, G. & Wells, W. (eds.). Cham: Springer International Publishing, p. 107-115 9 p. (Lecture Notes in Computer Science; vol. 9902).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  135. Active Learning Using Uncertainty Information

    Yang, Y. & Loog, M., 2016, 2016 23rd International Conference on Pattern Recognition (ICPR). Piscataway, NJ: IEEE, p. 2646-2651 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  136. An Efficient 3D RF Simulation Tool for Dielectric Shimming Optimization

    Gemert, J. V., Brink, W., Webb, A. & Remis, R. F., 2016, p. 1148. 1 p.

    Research output: Contribution to conferenceAbstractScientific

  137. An Efficient 3D RF Simulation Tool for Dielectric Shimming Optimization

    Gemert, J. V., Brink, W., Webb, A. & Remis, R. F., 2016, p. 4. 1 p.

    Research output: Contribution to conferenceAbstractScientific

  138. An Empirical Investigation into the Inconsistency of Sequential Active Learning

    Loog, M. & Yang, Y., 2016, 2016 23rd International Conference on Pattern Recognition (ICPR). Piscataway, NJ: IEEE, p. 210-215 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  139. Analysis and compensation for the effect of the catheter position on image intensities in intravascular optical coherence tomography

    Liu, S., Eggermont, J., Wolterbeek, R., Broersen, A., Busk, C. A. G. R., Precht, H., Lelieveldt, B. P. F. & Dijkstra, J., 2016, In : Journal of Biomedical Optics. 21, 12, p. 1-10 10 p., 126005.

    Research output: Contribution to journalArticleScientificpeer-review

  140. Approximated and User Steerable tSNE for Progressive Visual Analytics

    Pezzotti, N., Lelieveldt, B. P. F., van der Maaten, L., Höllt, T., Eisemann, E. & Vilanova, A., 2016, In : IEEE Transactions on Visualization and Computer Graphics. 23, 7, p. 1739-1752 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  141. Beyond F-formations: Determining Social Involvement in Free Standing Conversing Groups from Static Images

    Zhang, L. & Hung, H., 2016, Proceedings - 29th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. O'Conner, L. (ed.). Los Alamitos, CA: IEEE, p. 1086-1095 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  142. Contrastive Pessimistic Likelihood Estimation for Semi-Supervised Classification

    Loog, M., 2016, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 38, 3, p. 462-475 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  143. Cytosplore: Interactive Immune Cell Phenotyping for Large Single-Cell Datasets

    Hollt, T., Pezzotti, N., van Unen, V., Koning, F., Eisemann, E., Lelieveldt, B. P. F. & Vilanova Bartroli, A., 2016, In : Computer Graphics Forum (online). 35, 3, p. 171-180 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  144. Data-driven identification of prognostic tumor subpopulations using spatially mapped t-SNE of mass spectrometry imaging data

    Abdelmoula, W. M., Balluff, B., Englert, S., Dijkstra, J., Reinders, M., Walch, A., McDonnell, L. A. & Lelieveldt, B., 2016, In : Proceedings of the National Academy of Sciences of the United States of America. 113, 43, p. 12244-12249 6 p.

    Research output: Contribution to journalArticleScientificpeer-review

  145. Deep Learning and Data Labeling for Medical Applications: First International Workshop, LABELS 2016, and Second International Workshop, DLMIA 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 21, 2016, Proceedings

    Carneiro, G. (ed.), Mateus, D. (ed.), Peter, L. (ed.), Bradley, A. (ed.), Tavares, J. M. R. S. (ed.), Belagiannis, V. (ed.), Papa, J. P. (ed.), Nascimento, J. C. (ed.), Loog, M. (ed.), Lu, Z. (ed.), Cardoso, J. S. (ed.) & Cornebise, J. (ed.), 2016, 1 ed. Springer. 280 p. (Lecture Notes in Computer Science: Image Processing, Computer Vision, Pattern Recognition, and Graphics; vol. 10008)

    Research output: Book/ReportBook editingScientificpeer-review

  146. Depth-aware motion magnification

    Kooij, J. & van Gemert, J., 2016, Proceedings 14th European Conference on Computer Vision - ECCV 2016. Leibe, B., Matas, J., Sebe, N. & Welling, M. (eds.). Cham, Switzerland: Springer International Publishing, p. 467-482 (Lecture Notes in Computer Science; vol. 9912).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  147. Detecting conversational groups in images and sequences: A robust game-theoretic approach

    Vascon, S., Mequanint, E. Z., Cristani, M., Hung, HS., Pelillo, M. & Murino, V., 2016, In : Computer Vision and Image Understanding. 143, p. 11-24 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  148. Dissimilarity-based ensembles for multiple instance learning

    Cheplygina, VV., Tax, DMJ. & Loog, M., 2016, In : IEEE Transactions on Neural Networks and Learning Systems. 27, 6, p. 1379-1391 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  149. Estimating self-assessed personality from body movements and proximity in crowded mingling scenarios

    Cabrera Quiros, L., Gedik, E. & Hung, H., 2016, Proceeding ICMI 2016 The 18th ACM International Conference on Multimodal Interaction . Nakano, Y., Andre, E. & Nishida, T. (eds.). New York: Association for Computing Machinery (ACM), p. 238-242 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  150. Feature-Level Domain Adaptation

    Kouw, W., van der Maaten, L., Krijthe, J. & Loog, M., 2016, In : Journal of Machine Learning Research . 17, p. 1-32 32 p.

    Research output: Contribution to journalArticleScientificpeer-review

  151. Featureless: Bypassing feature extraction in action categorization

    Pintea, S., Mettes, P., van Gemert, J. & Smeulders, AWM., 2016, 2016 IEEE International Conference on Image Processing (ICIP): Proceedings. Piscataway: IEEE, p. 196-200 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  152. Gene co-expression analysis identifies brain regions and cell types involved in migraine pathophysiology: A GWAS-based study using the Allen Human Brain Atlas

    Eising, E., Huisman, SMH., Mahfouz, AMETA., Vijfhuizen, LS., Anttila, V., Winsvold, BS., Arfan Ikram, TKM., Freilinger, T., Kaprio, J., Boomsma, DI., van Duijn, CM., Jarvelin, MRR., Zwart, JA., Quaye, L., Strachan, DP., Kubisch, C., Dichgans, M., Smith, GD., Stefansson, K., Palotie, A. & 8 othersChasman, DI., Ferrari, MD., Terwindt, GM., de Vries, B., Nyholt, DR., Lelieveldt, BPF., van den Maagdenberg, AMJM. & Reinders, MJT., 2016, In : Human Genetics. 135, 4, p. 425-439 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  153. Genome-wide coexpression of steroid receptors in the mouse brain: Identifying signaling pathways and functionally coordinated regions

    Mahfouz, A., Lelieveldt, B., Grefhorst, A., van Weert, L. T. C. M., Mol, I. M., Sips, H. C. M., van den Heuvel, J. K., Datson, N. A., Visser, J. A., Reinders, M. & Meijer, O. C., 2016, In : Proceedings of the National Academy of Sciences of the United States of America. 113, 10, p. 2738-2743 6 p.

    Research output: Contribution to journalArticleScientificpeer-review

  154. Hierarchical Stochastic Neighbor Embedding

    Pezzotti, N., Hollt, T., Lelieveldt, B. P. F., Eisemann, E. & Vilanova Bartroli, A., 2016, In : Computer Graphics Forum (online). 35, 3, p. 21-30 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  155. Influence of distance and incident angle on light intensities in intravascular optical coherence tomography pullback runs

    Liu, S., Eggermont, J., Wolterbeek, R., Lelieveldy, B. P. F. & Dijkstra, J., 2016, Proceedings of SPIE Photonic Therapeutics and Diagnostics XII. Wook Kang, H., Tearney, G. J., Gregory, K. W., Marcu, L., Skala, M. C., Campagnola, P. J., Choi, B., Kollias, N., Zeng, H., Mandelis, A., Wong, B. J. F. & Ilgner, J. F. (eds.). Bellingham, WA: SPIE, p. 1-6 6 p. 96893B. (Proceedings of SPIE; vol. 9689).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  156. Large scale Gaussian Process for overlap-based object proposal scoring

    Pintea, S., Karaoğlu, S., van Gemert, J. & Smeulders, AWM., 2016, In : Computer Vision and Image Understanding. 150, p. 95-108 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  157. Learning Algorithms for Digital Reconstruction of Van Gogh’s Drawings

    Zeng, Y., Tang, J., van der Lubbe, J. & Loog, M., 2016, EuroMed 2016 - 6th International Conference - Proceedings: Digital Heritage - Progress in Cultural Heritage: Documentation, Preservation, and Protection. Ioannides, M., Vink, E., Moropoulou, A., Hagedorn-Saupe, M., Fresa, A., Liestøl, G., Rajcic, V. & Grussenmeyer, P. (eds.). Cham: Springer International Publishing, Vol. 1. p. 322-333 12 p. (Lecture Notes in Computer Science; vol. 10058).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  158. Light intensity matching between different intravascular optical coherence tomography systems

    Liu, S., Eggermont, J., Nakatani, S., Lelieveldt, B. & Dijkstra, J., 2016, Proceedings of SPIE Photonic Therapeutics and Diagnostics XII. Choi, B., Kollias, N., Zeng, H., Wook Kang, H., Wong, B. J. F., Ilgner, J. F., Tearney, G. J., Gregory, K. W., Marcu, L., Skala, M. C., Campagnola, P. J., Mandelis, A. & Morris, M. D. (eds.). Bellingham: SPIE, p. 96893D-1-96893D-7 7 p. (Proceedings of SPIE; vol. 9689).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  159. Longitudinal dystrophin gene expression from the fetal to adult human brain correlates with genes linked to autism spectrum disorders and intellectual disability

    Mahfouz, A., Doorenweerd, N., van Putten, M., Kaliyaperumal, R., 't Hoen, PAC., Verschuuren, J. J. G. M. J., Niks, EH. E., Reinders, M., Kan, HE. H. & Lelieveldt, B., 2016. 1 p.

    Research output: Contribution to conferencePosterScientific

  160. Making a Case for Learning Motion Representations with Phase

    Pintea, S. & van Gemert, J., 2016, Computer Vision ECCV 2016 Workshops: Proceedings. Hua, G. & Jegou, H. (eds.). 3 ed. Cham: Springer International Publishing, p. 55-64 10 p. (Lecture Notes in Computer Science; vol. 9915).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  161. Mass Cytometry of the Human Mucosal Immune System Identifies Tissue- and Disease-Associated Immune Subsets

    van Unen, V., Li, N., Molendijk, I., Temurhan, M., Hollt, T., van der Meulen-de Jong, A. E., Verspaget, H. W., Mearin, M. L., Mulder, C. J., van Bergen, J., Lelieveldt, B. P. F. & Koning, F., 2016, In : Immunity. 44, 5, p. 1227-1239 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  162. Morphological maturation of the mouse brain: An in vivo MRI and histology investigation

    Hammelrath, L., Škokić, S., Khmelinskii, A., Hess, A., van der Knaap, N., Staring, M., Lelieveldt, B., Wiedermann, D. & Hoehn, M., 2016, In : NeuroImage. 125, p. 144-152 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  163. No spare parts: Sharing part detectors for image categorization

    Mettes, P., van Gemert, J. & Snoek, CGM., 2016, In : Computer Vision and Image Understanding. 152, p. 131-141 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  164. On Regularization Parameter Estimation under Covariate Shift

    Kouw, W. & Loog, M., 2016, 2016 23rd International Conference on Pattern Recognition (ICPR). Piscataway, NJ: IEEE, p. 426-431 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  165. Optimistic semi-supervised least squares classification

    Krijthe, J. & Loog, M., 2016, 2016 23rd International Conference on Pattern Recognition (ICPR). IEEE, p. 1677-1682 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  166. Speaking Status Detection from Body Movements Using Transductive Parameter Transfer

    Gedik, E. & Hung, H., 2016, UbiComp 2016: Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct. Lukowicz, P. & Krüger, A. (eds.). New York, NY: Association for Computing Machinery (ACM), p. 69-72 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  167. Spot On: Action Localization from Pointly-Supervised Proposals

    Mettes, P., van Gemert, J. & Snoek, CGM., 2016, Computer Vision ECCV 2016: 14th European Conference, proceedings. Leibe, B., Matas, J., Sebe, N. & Welling, M. (eds.). Cham: Springer International Publishing, Vol. 5. p. 437-453 17 p. (Lecture Notes in Computer Science; vol. 9909).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  168. Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshop, S+SSPR 2016, Mérida, Mexico, November 29 - December 2, 2016, Proceedings

    Robles-Kelly, A. (ed.), Loog, M. (ed.), Biggio, B. (ed.), Escolano, F. (ed.) & Wilson, R. (ed.), 2016, Cham: Springer International Publishing. 378 p. (Lecture Notes in Computer Science; vol. 10029)

    Research output: Book/ReportBook editingScientificpeer-review

  169. Structured Receptive Fields in CNNs

    Jacobsen, J-H., van Gemert, J., Lou, Z. & Smeulders, A. W. M., 2016, Proceedings - 29th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. O'Conner, L. (ed.). Los Alamitos, CA: IEEE, p. 2610-2619 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  170. The Peaking Phenomenon in Semi-supervised Learning

    Krijthe, J. & Loog, M., 2016, Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshop, S+SSPR 2016, proceedings. Robles-Kelly, A., Loog, M., Biggio, B., Escolano, F. & Wilson, R. (eds.). Cham: Springer, p. 299-309 11 p. (Lecture Notes in Computer Science; vol. 10029).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  171. Towards Learning from Implicit Human Reward: (Extended Abstract)

    Li, G., Dibeklioglu, H., Whiteson, S. & Hung, H., 2016, p. 1353-1354. 2 p.

    Research output: Contribution to conferenceAbstractScientific

  172. Using informative behavior to increase engagement while learning from human reward

    Li, G., Whiteson, S., Bradley Knox, W. & Hung, HS., 2016, In : Autonomous Agents and Multi-Agent Systems. p. 1-23 23 p.

    Research output: Contribution to journalArticleScientificpeer-review

  173. Weighted K-Nearest Neighbor Revisited

    Bicego, M. & Loog, M., 2016, 2016 23rd International Conference on Pattern Recognition (ICPR). Piscataway, NJ: IEEE, p. 1642-1647 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  174. Who is where: Matching People in Video to Wearable Acceleration During Crowded Mingling Events

    Cabrera Quiros, L. & Hung, H., 2016, Proceedings of the 2016 ACM Multimedia Conference, MM 2016. New York, NY: Association for Computing Machinery (ACM), p. 267-271 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  175. 2015
  176. Chromatin interactions predict co-expression in the mouse cortex

    Mahfouz, A., Babaei, S., Hulsman, M., Lelieveldt, B. P. F., de Ridder, J. & Reinders, M., Nov 2015, p. 1-1. 1 p.

    Research output: Contribution to conferencePosterScientific

  177. A Game-Theoretic Probabilistic Approach for Detecting Conversational Groups

    Vascon, S., Zemene Mequanint, E., Cristani, M., Hung, HS., Pelillo, M. & Murino, V., 2015, Proceedings of the 12th Asian Conference on Computer Vision. Cremers, D., Reid, I., Saito, H. & Yang, MH. (eds.). Dordrecht: Springer, p. 658-675 18 p. (Lecture Notes in Computer Science; vol. 9007).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  178. A Large-Scale Study of Agents Learning from Human Reward

    Li, G., Hung, HS. & Whiteson, S., 2015, p. 1-2. 2 p.

    Research output: Contribution to conferenceAbstractScientific

  179. A stochastic quasi-Newton method for non-rigid image registration

    Qiao, Y., Sun, Z., Lelieveldt, BPF. & Staring, M., 2015, Proceedings of the 18th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2015. Navab, N., Hornegger, J., Wells, WM. & Frangi, AF. (eds.). Dordrecht: Springer, p. 297-304 8 p. (Lecture Notes in Computer Science; vol. 9350).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  180. APT: Action localization Proposals from dense Trajectories

    Gemert, JC., Jain, M., Gati, E. & Snoek, CGM., 2015, Proceedings of the 26th British Machine Vision Conference, BMVC 2015. Xie, X., Jones, MW. & Tam, GKL. (eds.). s.l.: s.n., p. 1-12 12 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  181. Adaptive stereo similarity fusion using confidence measures

    Saygili, G., van der Maaten, LJP. & Hendriks, EA., 2015, In : Computer Vision and Image Understanding. 135, June, p. 95-108 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  182. An automated method for semantic classification of regions in coastal images

    Hoonhout, BM., Radermacher, M., Baart, F. & van der Maaten, LJP., 2015, In : Coastal Engineering. 105, 1, p. 1-12 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  183. Automated extraction and labelling of the arterial tree from whole-body MRA data

    Shahzad, R., Dzyubachyk, O., Staring, M., Kullberg, J., Johansson, L., Ahlström, H., Lelieveldt, BPF. & van der Geest, R. J., 2015, In : Medical Image Analysis. 24, 1, p. 28-40 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  184. Automatic thread-level canvas analysis

    van der Maaten, LJP. & Erdmann, RG., 2015, In : IEEE Signal Processing Magazine. 32, 4, p. 38-45 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  185. BING3D: Fast Spatio-Temporal Proposals for Action Localization

    Gati, E., Schavemaker, JGM. & Gemert, JC., 2015, Proceedings of the 2nd Netherlands Conference on Computer Vision, NCCV 2015. Dibeklioglu, H., Mensink, T., Poppe, R. & Gevers, T. (eds.). s.l.: ASCI, p. 1-8 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  186. Detection of Alzheimer's disease using group lasso SVM-based region selection

    Sun, Z., Fan, Y., Lelieveldt, BPF. & van de Giessen, M., 2015, Medical Imaging 2015: Computer-Aided Diagnosis. Hadjiiski, LM. & Tourassi, GD. (eds.). Bellingham, WA, USA: SPIE, p. 941414-1-941414-7 (Proceedings of SPIE- International Society for Optical Engineering; vol. 9414).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  187. Emotional and social signals: A neglected frontier in multimedia computing?

    Gunes, H. & Hung, HS., 2015, In : IEEE Multimedia. 22, 2, p. 76-85 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  188. Fluorescence lifetime imaging to differentiate bound from unbound ICG-cRGD both in vitro and in vivo

    Stegehuis, PL., Boonstra, MC., de Rooij, KE., Powolny, FE., Sinisi, R., Homulle, HAR., Bruschini, C., Charbon, E., van de Velde, CJH., Lelieveldt, B. P. F., Vahrmeijer, AL., Dijkstra, J. & Giessen, M., 2015, Advanced Biomedical and Clinical Diagnostic and Surgical Guidance Systems XIII. Mahadevan-Jansen, A., Vo-Dinh, T. & Grundfest, W. S. (eds.). Bellingham, WA: SPIE, p. 1-6 6 p. (Proceedings of SPIE- International Society for Optical Engineering; vol. 9313).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  189. Genome-wide coexpression of steroid receptors in the mouse brain: identifying signaling pathways and functionally coordinated regions

    Mahfouz, A., Lelieveldt, B., Grefhorst, A., Mol, I. M., Sips, H. C. M., van den Heuvel, J. K., Visser, J. A., Reinders, M., Meijer, O. C. & More Authors, 2015. 1 p.

    Research output: Contribution to conferencePosterScientific

  190. Hi-C chromatin interaction networks predict co-expression in the mouse cortex

    Babaei, S., Mahfouz, AMETA., Hulsman, M., Lelieveldt, BPF., de Ridder, J. & Reinders, MJT., 2015, In : PLoS Computational Biology (Print). 11, 5, p. 1-21 21 p.

    Research output: Contribution to journalArticleScientificpeer-review

  191. Hierarchical shape distributions for automatic identification of 3D diastolic vortex rings from 4D flow MRI

    Elbaz, MSM., Lelieveldt, BPF. & van der Geest, R. J., 2015, Proceedings of the 18th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2015. Navab, N., Hornegger, J., Wells, WM. & Frangi, AF. (eds.). Dordrecht: Springer, p. 467-475 9 p. (Lecture Notes in Computer Science; vol. 9350).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  192. How Was It? Exploiting Smartphone Sensing to Measure Implicit Audience Responses to Live Performances

    Martella, C., Gedik, E., Cabrera-Quiros, L., Englebienne, G. & Hung, H., 2015, Proceedings of the 23rd Annual ACM Conference on Multimedia. Bulterman, D., Tao Shen, H. & Mayer-Patel, K. (eds.). New York: Association for Computing Machinery (ACM), p. 201-210 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  193. Impact of Connected Objects on Social Encounters

    Schellekens, K., Giaccardi, E., Hay, D., Hung, H., Cabrera Quiros, L. & Martella, C., 2015, Proceedings of PIN-C 2015: Reframing design, the 4th participatory innovation conference. Track 5 ed. The Hague University of Applied Sciences, p. 416-423 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  194. Implicitly Constrained Semi-Supervised Least Squares Classification

    Krijthe, JH. & Loog, M., 2015, Proceedings of the 14th International Symposium on Advances in Intelligent Data Analysis XIV. Fromont, T., de Bie, T. & van Leeuwen, M. (eds.). Dordrecht: Springer, p. 158-169 12 p. (Lecture Notes in Computer Science; vol. 9385).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  195. Interactive analysis of geographically distributed population imaging

    van Lew, B., Botha, CP., Milles, JR., Vrooman, HA., van de Giessen, M. & Lelieveldt, BPF., 2015, Medical Imaging 2015: PACS and Imaging Informatics: Next Generation and Innovations. Cook, TS. & Zhang, J. (eds.). Bellingham, WA, USA: SPIE, p. 941806-1-941806-9 (Proceedings of SPIE- International Society for Optical Engineering; vol. 9418).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  196. Introduction to: Special Issue on Extended Best Papers from ACM Multimedia 2014

    Hung, HS. & Toderici, G., 2015, In : ACM Transactions on Multimedia Computing Communications and Applications. 12, 1S, p. 24-1-24-2

    Research output: Contribution to journalArticleScientificpeer-review

  197. Label stability in multiple instance learning

    Cheplygina, VV., Sørensen, L., Tax, DMJ., de Bruijne, M. & Loog, M., 2015, Proceedings - 18th International Conference on Medical Image Computing and Computer-Assisted Intervention. Hornegger, J., Navab, N., Wells, WM. & Frangi, AF. (eds.). Cham: Springer, p. 539-546 8 p. (Lecture Notes in Computer Science; vol. 9349).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  198. Multiple instance learning with bag dissimilarities

    Cheplygina, VV., Tax, DMJ. & Loog, M., 2015, In : Pattern Recognition. 48, 1, p. 264-275 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  199. Nanocrystal size distribution analysis from transmission electron microscopy images

    van Sebille, M., van der Maaten, LJP., Xie, L., Jarolimek, K., Santbergen, R., van Swaaij, RACMM., Leifer, K. & Zeman, M., 2015, In : Nanoscale. 7, 48, p. 20593-20606 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  200. Objects2action: Classifying and localizing actions without any video example

    Jain, M., Gemert, JC., Mensink, T. & Snoek, CGM., 2015, (In preparation) Proceedings of the International Conference on Computer Vision, ICCV 2015. Mortensen, E. & Fidler, S. (eds.). Ithaca, New York: Cornell University Library, p. 1-9 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  201. On classification with bags, groups and sets

    Cheplygina, VV., Tax, DMJ. & Loog, M., 2015, In : Pattern Recognition Letters. 59, July, p. 11-17 7 p.

    Research output: Contribution to journalArticleScientificpeer-review

  202. Probabilistic atlas based labeling of the cerebral vessel tree

    van de Giessen, M., Janssen, JP., Brouwer, PA., Reibert, JHC., Lelieveldt, BPF. & Dijkstra, J., 2015, Medical Imaging 2015: Image Processing. Ourselin, S. & Styner, MA. (eds.). Bellingham, WA, USA: SPIE, p. 94130V-1-94130V-7 (Proceedings of SPIE- International Society for Optical Engineering; vol. 9413).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  203. Relevance sampling

    Nielsen, M., Markussen, B. & Loog, M., 2015, Proceedings of the 8ht Workshop on Information Theoretic Methods in Science and Engineering. Rissanen, J., Harremoes, P., Forchhammer, S., Roos, T. & Myllymaki, P. (eds.). Helsinki: University of Helsinki, p. 35-38 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  204. Respiratory motion estimation in x-ray angiography for improved guidance during coronary interventions

    Baka, N., Lelieveldt, BPF., Schultz, C., Niessen, WJ. & van Walsum, T., 2015, In : Physics in Medicine and Biology. 60, 9, p. 3617-3637 21 p.

    Research output: Contribution to journalArticleScientificpeer-review

  205. SPENCER: A Socially Aware Service Robot for Passenger Guidance and Help in Busy Airports

    Triebel, R., Arras, K., Alami, R., Beyer, L., Breuers, S., Chatila, R., Chetouani, M., Cremers, D., Evers, V., Fiore, M., Hung, HS., Islas Ram¿rez, O., Joosse, M., Khambhaita, H., Kucner, T., Leibe, B., Lilienthal, AJ., Linder, T., Lohse, M., Magnusson, M. & 5 othersOkal, B., Palmieri, L., Rafi, U., van Rooij, M. & Zhang, L., 2015, Proceedings of the 10th Conference on Field and Service Robotics, FSR 2015. Barfoot, T. & Wettergreen, D. (eds.). Toronto: University of Toronto, p. 607-622 16 p. (Springer Tracts in Advanced Robotics; vol. 113).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  206. Semi-supervised nearest mean classification through a constrained log-likelihood

    Loog, M. & Jensen, AC., 2015, In : IEEE Transactions on Neural Networks. 26, 5, p. 995-1006 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  207. Shared pathways among autism candidate genes determined by co-expression network analysis of the developing human brain transcriptome

    Mahfouz, AMETA., Ziats, MN., Rennert, OM., Lelieveldt, BPF. & Reinders, MJT., 2015, In : Journal of Molecular Neuroscience. 57, 4, p. 580-594 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  208. Single- vs. multiple-instance classification

    Alpaydin, E., Cheplygina, VV., Loog, M. & Tax, DMJ., 2015, In : Pattern Recognition. 48, 9, p. 2831-2838 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  209. Super-resolution reconstruction of late gadolinium-enhanced MRI for improved myocardial scar assessment

    Dzyubachyk, O., Tao, Q., Poot, DHJ., Lamb, HJ., Zeppenfeld, K., Lelieveldt, BPF. & van der Geest, R. J., 2015, In : Journal of Magnetic Resonance Imaging. 42, 1, p. 160-167 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  210. Training of templates for object recognition in invertible orientation scores: Application to optic nerve head detection in retinal images

    Bekkers, E., Duits, R. & Loog, M., 2015, Proceedings - 10th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition. Tai, XC., Bae, E., Chan, TF. & Lysaker, M. (eds.). Cham, Switzerland: Springer, p. 464-477 14 p. (Lecture Notes in Computer Science; vol. 8932).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  211. Tutorial on Emotional and Social Signals for Multimedia Research

    Hung, HS. & Gunes, H., 2015, Proceedings of the 23rd ACM international conference on Multimedia. Zhou, X. & Smeaton, AF. (eds.). New York: Association for Computing Machinery (ACM), p. 1327-1328 2 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  212. Visualizing the spatial gene expression organization in the brain through non-linear similarity embeddings

    Mahfouz, AMETA., van de Giessen, M., van der Maaten, LJP., Huisman, SMH., Reinders, MJT., Hawrylycz, MJ. & Lelieveldt, BPF., 2015, In : Methods. 73, February, p. 79-89 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  213. VizBin - An application for reference-independent visualization and human-augmented binning of metagenomic data

    Laczny, CC., Sternal, T., Plugaru, V., Hendriks, EA., Gawron, P., Atashpendar, A., Margossian, HH., Coronado, S., van der Maaten, LJP., Vlassis, N. & Wilmes, P., 2015, In : Microbiome. 3, 1, p. 1-15 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  214. 2014
  215. Genomic connectivity networks based on the BrainSpan atlas of the developing human brain

    Mahfouz, A., Ziats, M., Rennert, O., Lelieveldt, B. & Reinders, M., Feb 2014. 1 p.

    Research output: Contribution to conferencePosterScientific

  216. Accelerating t-SNE using Tree-Based Algorithms

    van der Maaten, LJP., 2014, In : Journal of Machine Learning Research . 15, p. 3221-3245 25 p.

    Research output: Contribution to journalArticleScientificpeer-review

  217. Additional diagnostic value of integrated analysis of cardiac CTA and SPECT MPI using the SMARTVis system in patients with suspected coronary artery disease

    Krisli, HA., Gupta, V., Shahzad, R., Al Younis, I., Dharampal, A., Van Geuns, R-J., Scholte, AJ., de Graaf, MA., Joemai, RMS., Nieman, K., van Vliet, LJ., van Walsum, T., Lelieveldt, BPF. & Niessen, WJ., 2014, In : The Journal of Nuclear Medicine. 55, 1, p. 50-57 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  218. Automatic generic registration of mass spectrometry imaging data to histology using nonlinear stochastic embedding

    Abdelmoula, W., ¿krá¿ková, K., Balluff, B., Carreira, R., Tolner, E., Lelieveldt, BPF., van der Maaten, LJP., Morreau, H., van den Maagdenberg, A., Heeren, R., McDonnell, L. & Dijkstra, J., 2014, In : Analytical Chemistry. 62, 18, p. 9204-9211 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  219. Automatic registration of mass spectrometry imaging data sets to the Allen Brain Atlas

    Abdelmoula, WM., Carreira, RJ., Shyti, R., Balluff, B., van Zeijl, RJM., Tolner, EA., Lelieveldt, BPF., van den Maagdenberg, AMJM., McDonnell, LA. & Dijkstra, J., 2014, In : Analytical Chemistry. 86, 8, p. 3947-3954 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  220. Brain maturation of the adolescent rat cortex and striatum: Changes in volume and myelination

    Mengler, L., Khmelinskii, A., Diedenhofen, M., Po, C., Staring, M., Lelieveldt, BPF. & Hoehn, M., 2014, In : NeuroImage. 84, p. 35-44 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  221. Classification of COPD with multiple instance learning

    Cheplygina, VV., Sørensen, L., Tax, DMJ., Pedersen, JH., Loog, M. & Feragen, A., 2014, Proceedings of the 2014 22nd International Conference on Pattern Recognition. Los Alamitos, CA, USA: IEEE Society, p. 1508-1513 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  222. Diagnostic classification of arterial spin labeling and structural MRI in presenile early-stage dementia

    Bron, EE., Steketee, RME., Houston, G., Oliver, RA., Achterberg, HC., Loog, M., van Swieten, JC., Hammers, A., Niessen, WJ., Smits, M. & Klein, S., 2014, In : Human Brain Mapping. 35, p. 4916-4931 16 p.

    Research output: Contribution to journalArticleScientificpeer-review

  223. Evaluation of automated statistical shape model based knee kinematics from biplane fluoroscopy

    Baka, N., Kaptein, B. L., Giphart, J. E., Staring, M., de Bruijne, M., Lelieveldt, B. P. F. & Valstar, E. R., 2014, In : Journal of Biomechanics. 47, 1, p. 122-129 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  224. Fast parallel image registration on CPU and GPU for diagnostic classification of Alzheimer¿s disease

    Shamonin, DP., Bron, EE., Lelieveldt, BPF., Smits, M., Klein, S. & Staring, M., 2014, In : Frontiers in Neuroinformatics. 7, Article 50, p. 1-15 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  225. Genomic connectivity networks based on the BrainSpan atlas of the developing human brain

    Mahfouz, AMETA., Ziats, MN., Rennert, OM., Lelieveldt, BPF. & Reinders, MJT., 2014, Proceedings of SPIE 9034, Medical Imaging 2014: Image Processing, 90344G. Ourselin, S. & Styner, MA. (eds.). Bellingham, WA, USA: SPIE, p. 1-7 7 p. (Proceedings of SPIE- International Society for Optical Engineering; vol. 9034).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  226. Graph-based kinship recognition

    Guo, Y., Dibeklioglu, H. & van der Maaten, LJP., 2014, Proceedings of 22nd International Conference on Pattern Recognition. IEEE Society, p. 4287-4292 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  227. Hybrid kinect depth map refinement for transparent objects

    Saygili, G., van der Maaten, LJP. & Hendriks, EA., 2014, Proceedings of the 22nd International Conference on Pattern Recognition. Borga, M. (ed.). Piscataway: IEEE Society, p. 2751-2756 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  228. Improving object tracking by adapting detectors

    Zhang, L. & van der Maaten, LJP., 2014, Proceedings of the 2014 22nd International Conference on Pattern Recognition. Los Alamitos, CA, USA: IEEE Society, p. 1218-1223 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  229. Integrative visualization of whole body molecular imaging data

    Kok, P., 2014, 115 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  230. Interactive local super-resolution reconstruction of whole-body MRI mouse data: A pilot study with applications to bone and kidney metastases

    Dzyubachyk, O., Khmelinskii, A., Plenge, E., Kok, P., Snoeks, TJA., Poot, DHJ., Lowik, CWGM., Botha, CP., Niessen, WJ., van der Weerd, L., Meijering, E. & Lelieveldt, BPF., 2014, In : PLoS ONE. 9, 9, p. 1-10 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  231. Metric learning in dissimilarity space for improved nearest neighbor performance

    Duin, RPW., Bicego, M., Orozco-Alzate, M., Kim, S-W. & Loog, M., 2014, Proceedings of the Joint IAPR International Workshop, S+SSPR 2014. Fränti, P., Brown, G., Loog, M., Escolano, F. & Pelillo, M. (eds.). Berlin Heidelberg Germany: Springer, p. 183-192 10 p. (Lecture Notes in Computer Science; vol. 8621).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  232. Multimodal integration of audio-visual cues in the communication of agreement and disagreement

    Mehu, M. & van der Maaten, LJP., 2014, In : Journal of Nonverbal Behavior. 38, 4, p. 569-597 29 p.

    Research output: Contribution to journalArticleScientificpeer-review

  233. Network guided group feature selection for classification of autism spectrum disorder

    Cheplygina, VV., Tax, DMJ., Loog, M. & Feragen, A., 2014, In : Lecture Notes in Computer Science. 8679, p. 1-8 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  234. Network-guided group feature selection for classification of autism spectrum disorder

    Cheplygina, VV., Tax, DMJ., Loog, M. & Feragen, A., 2014, Proceedings 5th International workshop MLMI 2014, held in conjunction with MICCAI 2014. Wu, G., Zhang, D. & Zhou, L. (eds.). Springer, p. 190-197 8 p. (Lecture Notes in Computer Science; vol. 8679).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  235. On fast trackers that are robust to partial occlusions

    Zhang, L., Dibeklioglu, H. & van der Maaten, LJP., 2014, Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition Workshops. IEEE Society, p. 718-719 2 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  236. Preserving structure in model-free tracking

    Zhang, L. & van der Maaten, LJP., 2014, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 36, 4, p. 756-769 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  237. Pursuing automated classification of historic photographic papers from raking light images

    Johnson, CR., Messier, P., Sethares, WA., Klein, AG., Brown, C., Hoang Do, A., Klausmeyer, P., Abry, P., Jaffard, S., Wendt, H., Roux, S., van Pustelnik, N., van Noord, N., van der Maaten, LJP., Postma, EO., Coddington, J., Daffner, LA., Murata, H., Wilhelm, H., Wood, S. & 1 othersMessier, M., 2014, In : Journal of the American Institute for Conservation. 53, 3, p. 159-170 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  238. Semi-hidden target recognition in gated viewer images fused with thermal IR images

    Smeelen, MA., Schwering, PBW., Toet, A. & Loog, M., 2014, In : Information Fusion. 18, 1, p. 131-147 17 p.

    Research output: Contribution to journalArticleScientificpeer-review

  239. Semi-supervised linear discriminant analysis through moment-constraint parameter estimation

    Loog, M., 2014, In : Pattern Recognition Letters. 37, 1, p. 24-31 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  240. Speeding up tracking by ignoring features

    Zhang, L., Dibeklioglu, H. & van der Maaten, LJP., 2014, Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition. IEEE Society, p. 1266-1273 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  241. Stereo similarity metric fusion using stereo confidence

    Saygili, G., van der Maaten, LJP. & Hendriks, EA., 2014, Proceedings of the International Conference on Pattern Recognition. Borga, M. (ed.). Piscataway: IEEE Society, p. 2161-2166 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  242. Vortex flow during early and late left ventricular filling in normal subjects: Quantitative characterization using retrospectively-gated 4D flow cardiovascular magnetic resonance and three-dimensional vortex core analysis

    Elbaz, MSM., Calkoen, EE., Westenberg, JJM., Lelieveldt, BPF., Roest, AAW. & van der Geest, R. J., 2014, In : Journal of Cardiovascular Magnetic Resonance (Print). 16, 1, p. 1-12 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  243. 2013
  244. A visualization platform for high-throughput, follow-up, co-registered multi-contrast MRI rat brain data

    Khmelinskii, A., Mengler, L., Kitslaar, P. H., Staring, M., Hoehn, M. & Lelieveldt, BPF., 2013, In : Proceedings of SPIE- International Society for Optical Engineering. 8672, p. 1-7 7 p.

    Research output: Contribution to journalConference articleScientificpeer-review

  245. Automated algorithm for reconstruction of the complete spine from multistation 7T MR data

    Dzyubachyk, O., Lelieveldt, BPF., Blaas, J., Reijnierse, M., Webb, A. & van der Geest, RG., 2013, In : Magnetic Resonance in Medicine. 13, 6, p. 1777-1786 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  246. Automated surface texture classification of inktjet and photographic media

    Messier, P., Johnson, R., Wilhem, H., Sethares, WA., Klein, AG., Abry, P., Jaffard, S., Wendt, H., Roux, S., van Pustelnik, N., van der Maaten, LJP. & Postma, E., 2013, Proceedings NIP29: The 29th International Conference on Digital Printing Technologies 2013. Zapka et al, W. & Simske, SJ. (eds.). Springfield, VA, USA: SPIE, p. 85-91 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

  247. Barnes-Hut-SNE

    van der Maaten, LJP., 2013, Proceedings First 2013 International Conference on Learning Representations. Bengio et al, Y. (ed.). Scottsdale, AZ, USA: Conf. Organizer, p. 1-11 11 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  248. Classifying social action with a single accelerometer

    Hung, HS., Englebienne, G. & Kools, J., 2013, Proceedings of the 2013 ACM international joint conference on Pervasive and ubiquitous computing (UbiComp '13). SN (ed.). NY, NY, USA: Association for Computing Machinery (ACM), p. 207-210 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  249. Combining instance information to classify bags

    Cheplygina, VV., Tax, DMJ. & Loog, M., 2013, Multiple Classifier Systems - Proceedings 11th International Workshop MCS 2013. Zhou, Z-H., Roli, F. & Kittler, J. (eds.). Berlin-Heidelberg: Springer Verlag, p. 13-24 12 p. (Lecture Notes in Computer Science; vol. 7872).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  250. Comparative exploration of whole-body MR through locally rigid transforms

    Dzyubachyk, O., Blaas, J., Botha, CP., Staring, M., Reijnierse, M., Bloem, JL., van der Geest, RG. & Lelieveldt, BPF., 2013, In : International Journal of Computer Assisted Radiology and Surgery. 8, 4, p. 635-647 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  251. Conditional random fields for protein function prediction

    Gehrmann, T., Loog, M., Reinders, MJT. & de Ridder, D., 2013, Pattern Recognition in Bioinformatics - Proceedings 8th IAPR International Conference PRIB 2013. Ngom, A., Formenti, E., Hao, J-K., Zhao, X-M. & van Laarhoven, T. (eds.). Berlin Heidelberg: Springer Verlag, p. 184-195 12 p. (Lecture Notes in Computer Science; vol. 7986).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  252. Creative applications of human behavior understanding

    Ali Salah, A., Hung, HS., Aran, O. & Gunes, H., 2013, In : Lecture Notes in Computer Science. 8212, p. 1-14 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  253. Divvy: fast and intuitive exploratory data analysis

    Lewis, JM., de Sa, VR. & van der Maaten, LJP., 2013, In : Journal of Machine Learning Research . 14, p. 3159-3163 5 p.

    Research output: Contribution to journalArticleScientificpeer-review

  254. FiDOS: A generalized Fisher based feature extraction method for domain shift

    Dinh, VC., Duin, RPW., Piqueras-Salazar, I. & Loog, M., 2013, In : Pattern Recognition. 46, 9, p. 2510-2518 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  255. Group detection in still Images by F-formation modeling: A comparative study

    Setti, F., Hung, HS. & Cristani, M., 2013, Proceedings of the 2013 the 14th International Workshop on Image and Audio Analysis for Multimedia Interactive Services (WIAMIS). SN (ed.). NY, NY, USA: IEEE Society, p. 1-4 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  256. Improved myocardial scar characterization by super-resolution reconstruction in late gadolinium enhanced MRI

    Tao, Q., Dzyubachyk, O., Poot, D., Lamb, HJ., Zeppenfeld, K., Lelieveldt, BPF. & Geest, RJ., 2013, Medical Image Computing and Computer-Assisted Intervention ¿ Proceedings 16th International Conference MICCAI 2013. Mori, K., Sakuma, I. & Sato et al, Y. (eds.). Berlin-Heidelberg: Springer Verlag, p. 147-154 8 p. (Lecture Notes in Computer Science; vol. 8151).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  257. Joint intensity inhomogeneity correction for whole-body MR data

    Dzyubachyk, O., Geest, RJ., Staring, M., Börnert, P., Reijnierse, M., Bloem, JL. & Lelieveldt, BPF., 2013, Proceedings 16th International Conference Medical Image Computing and Computer-Assisted Intervention. Mori, K., Sakuma, I. & Sato et al, Y. (eds.). Berlin-Heidelberg: Springer Verlag, p. 106-113 8 p. (Lecture Notes in Computer Science; vol. 8149).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  258. Learning from weakly representative data and applications in spectral image analysis

    Dinh, VC., 2013, 112 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  259. Learning with marginalized corrupted features

    van der Maaten, LJP., Chen, M., Tyree, S. & Weinberger, K., 2013, Proceedings 30th International Conference on Machine Learning -JMLR: W&CP Vol 28. Dasgupta, S. & McAllester, D. (eds.). Brookline, MA, USA: Microtome Publishing, p. 1-9 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  260. Model-based alignment of look-locker MRI sequences for calibrated myocardial scar tissue quantification

    van de Giessen, M., Tao, Q., Geest, RJ. & Lelieveldt, BPF., 2013, Proc. of 10th International Symposium onBiomedical Imaging (ISBI) 2013 IEEE. Parvin et all, B. (ed.). s.l.: IEEE Press, p. 1038-1041 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  261. Multi-scale pattern recognition for image classification and segmentation

    Li, Y., 2013, Delft, The Netherlands: INSY, TU Delft. 117 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  262. Multi-spectral video endoscopy system for the detection of cancerous tissue

    Leitner, R., Biasio, MD., Arnold, T., Dinh, VC., Loog, M. & Duin, RPW., 2013, In : Pattern Recognition Letters. 34, 1, p. 85-93 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  263. Multiple-instance learning as a classifier combining problem

    Li, Y., Tax, DMJ., Duin, RPW. & Loog, M., 2013, In : Pattern Recognition. 46, 3, p. 865-874 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  264. Non-Euclidean dissimilarities: causes, embedding and informativeness

    Duin, RPW., Pekalska, E. & Loog, M., 2013, Similarity-based pattern analysis and recognition. Pelillo, M. (ed.). Berlin, Germany: Springer, p. 13-44 291 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterScientific

  265. On the informativeness of asymmetric dissimilarities

    Plasencia Calana, Y., Cheplygina, VV., Duin, RPW., García-Reyes, EB., Orozco-Alzate, M., Tax, DMJ. & Loog, M., 2013, Similarity-based pattern recognition - Proceedings Second International Workshop SIMBAD 2013. Hancock, E. & Pelillo, M. (eds.). Berlin-Heidelberg: Springer Verlag, p. 75-89 15 p. (Lecture Notes in Computer Science; vol. 7953).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  266. Statistical coronary motion models for 2D+t/3D registration of X-ray coronary angiography and CTA

    Baka, N., Metz, CT., Schultz, C., Neefjes, L., Geuns, RJ. V., Lelieveldt, BPF., Niessen, WJ., van Walsum, T. & Bruijne, M. D., 2013, In : Medical Image Analysis. 17, p. 698-709 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  267. Stratified generalized procrustes analysis

    Bartoli, A., Pizarro, D. & Loog, M., 2013, In : International Journal of Computer Vision. 101, 2, p. 227-253 27 p.

    Research output: Contribution to journalArticleScientificpeer-review

  268. Structure preserving object tracking

    Zhang, L. & van der Maaten, LJP., 2013, Proceedings 2013 IEEE Conference on Computer Vision and Pattern Recognition. Medioni, G., Zabih, R. & Herbert et al, M. (eds.). Los Alamitos, CA, USA: IEEE Computer Society, p. 1838-1845 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  269. Systematic evaluation of social behaviour modelling with a single accelerometer

    Hung, HS. & Englebienne, G., 2013, Proceedings 2013 ACM Conference on Pervasive and Ubiquitous Computing. Mattern, F., Santini, S. & Canny et al, JF. (eds.). New York, NY, USA: Association for Computing Machinery (ACM), p. 127-130 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  270. The link between multiple-instance learning and learning from only positive and unlabelled examples

    Li, Y., Tax, DMJ., Duin, RPW. & Loog, M., 2013, Proceedings 11th International Workshop on Multiple Classifier Systems. Zhou, Z-H., Roli, F. & Kittler, J. (eds.). Berlin-Heidelberg: Springer Verlag, p. 157-166 10 p. (Lecture Notes in Computer Science; vol. 7872).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  271. Using informative behavior to increase engagement in the tamer framework

    Li, G., Hung, HS. & Whiteson, S., 2013, Proceedings of the 2013 International Conference on Autonomous Agents and Multiagent Systems. SN (ed.). NY,NY, USA: Association for Computing Machinery (ACM), p. 909-916 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  272. Wrangling phosphoproteomic data to elucidate cancer signaling pathways

    Grimes, M., Lee, W-J., van der Maaten, LJP. & Shannon, P., 2013, In : PLoS ONE. 8, 1, p. 1-16 16 p.

    Research output: Contribution to journalArticleScientificpeer-review

  273. 2012
  274. A behavioral investigation of dimensionality reduction

    Lewis, JM., van der Maaten, LJP. & de Sa, VR., 2012, Proceedings of the 34th Annual Conference of the Cognitive Science Society. SN (ed.). Austin, TX, USA: Cognitive Science Society, p. 671-676 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  275. A study on semi-supervised dissimilarity representation

    Dinh, VC., Duin, RPW. & Loog, M., 2012, Proceedings of 21st International Conference on Pattern Recognition (ICPR 2012). SN (ed.). Berlin, Germany: Springer, p. 2862-2864 3 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  276. Accelerating cost aggregation for real-time stereo matching

    Fang, J., Varbanescu, AL., Jie, S., Sips, HJ., Saygili, G. & van der Maaten, LJP., 2012, Proceedings of the 18th IEEE international conference on paralell and distributed systems. s.n. (ed.). NY, NY, USA: IEEE Society, p. 472-481 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  277. Action unit classification using active appearance models and conditional random fields

    van der Maaten, LJP. & Hendriks, EA., 2012, In : Cognitive Processing: international quarterly of cognitive science. 13, 2, p. 507-518 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  278. Analyzing floristic inventories with multiple maps

    van der Maaten, LJP., Schmidtlein, S. & Mahecha, MD., 2012, In : Ecological Informatics: an international journal on ecoinformatics and computational ecology. 9, p. 1-10 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  279. Audio-visual emotion challenge 2012: a simple approach

    van der Maaten, LJP., 2012, Proceedings of the 14th ACM international conference on Multimodal interaction. SN (ed.). NY, NY, USA: Association for Computing Machinery (ACM), p. 473-476 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  280. Automated bone volume and thickness measurements in small animal whole-body MicroCT data

    Baiker, M., Snoeks, TJA., Kaijzel, EL., Que, I., Dijkstra, J., Lelieveldt, BPF. & Löwik, CWGM., 2012, In : Molecular Imaging and Biology. 14, 4, p. 420-430 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  281. Automated classification of local patches in colon histopathology

    Kalkan, H., Nap, M., Duin, RPW. & Loog, M., 2012, Proceedings of 21st International Conference on Pattern Recognition (ICPR 2012). SN (ed.). Berlin, Germany: Springer, p. 61-64 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  282. Automated colorectal cancer diagnosis for whole-slice histopathology

    Kalkan, H., Nap, M., Duin, RPW. & Loog, M., 2012, In : Lecture Notes in Computer Science. 7512, p. 550-557 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  283. Bag dissimilarities for multiple instance learning

    Cheplygina, VV., Tax, DMJ., Duin, RPW., Lee, WJ. & Loog, M., 2012, p. 58-58. 1 p.

    Research output: Contribution to conferenceAbstractScientific

  284. Bridging structure and feature representations in graph matching

    Lee, WJ., Cheplygina, VV., Tax, DMJ., Loog, M. & Duin, RPW., 2012, In : International Journal of Pattern Recognition and Artificial Intelligence. 26, 5, p. 1260005-1-1260005-22

    Research output: Contribution to journalArticleScientificpeer-review

  285. Cardiac MR perfusion image processing techniques: A survey

    Gupta, V., Kiri¿li, HA., Hendriks, EA., van der Geest, R. J., van de Giessen, M., Niessen, WJ., Reiber, JHC. & Lelieveldt, BPF., 2012, In : Medical Image Analysis. 16, 4, p. 767-785 19 p.

    Research output: Contribution to journalArticleScientificpeer-review

  286. Cascaded classifier for large-scale data applied to automatic segmentation of articular cartilage

    Prasoon, A., Igel, C., Loog, M., Lauze, F., Dam, E. & Nielsen, M., 2012, In : Proceedings of SPIE- International Society for Optical Engineering. 8314, p. 1-9 9 p.

    Research output: Contribution to journalConference articleScientificpeer-review

  287. Class-dependent dissimilarity measures for multiple instance learning

    Cheplygina, VV., Tax, DMJ. & Loog, M., 2012, In : Lecture Notes in Computer Science. 7626, p. 602-610 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  288. Comprehensive visualization of multi-modal cardiac imaging data for assessment of coronary artery disease: first clinical results of the SMARTVis tool

    Kirisli, HA., Gupta, V., Kirschbaum, SW., Rossi, A., Metz, CT., Schaap, M., Geuns, RJ., Mollet, N., Lelieveldt, BPF., Reiber, JHC., van Walsum, T. & Niessen, WJ., 2012, In : International Journal of Computer Assisted Radiology and Surgery. 7, 4, p. 557-571 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  289. Constrained log-likelihood-based semi-supervised linear discriminant analysis

    Loog, M. & Jensen, AC., 2012, In : Lecture Notes in Computer Science. 7626, p. 327-335 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  290. Does one rotten apple spoil the whole barrel?

    Cheplygina, VV., Tax, DMJ. & Loog, M., 2012, Proceedings of 21st International Conference on Pattern Recognition (ICPR 2012). SN (ed.). IJSCI, p. 1156-1159 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  291. Fully automated attenuation measurement and motion correction in FLIP image sequences

    van de Giessen, M., van der Laan, AMA., Hendriks, EA., Vidoretta, M., Reiber, JHC., Jost, CR., Tanke, HJ. & Lelieveldt, BPF., 2012, In : IEEE Transactions on Medical Imaging. 31, 2, p. 461-473 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  292. Improving cross-validation based classifier selection using meta-learning

    Krijthe, JH., Nap, M. & Loog, M., 2012, Proceedings of 21st International Conference on Pattern Recognition (ICPR 2012). SN (ed.). Berlin, Germany: Springer, p. 2873-2867 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  293. Integrated visualization of multi-modal multi-timepoint small animal imaging data with the CVP

    Kok, P., Dijkstra, J., Lelieveldt, BPF. & Botha, CP., 2012.

    Research output: Contribution to conferencePosterProfessional

  294. Metric learning by directly minimizing the k-NN training error

    Dinh, VC., Loog, M. & Nielsen, M., 2012, Proceedings of 21st International Conference on Pattern Recognition (ICPR 2012). SN (ed.). Berlin, Germany: Springer, p. 1265-1268 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  295. Mode seeking clustering by KNN and mean shift evaluated

    Duin, RPW., Fred, ALN., Loog, M. & Pekalska, E., 2012, In : Lecture Notes in Computer Science. 7626, p. 51-59 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  296. Moment constrained semi-supervised LDA

    Loog, M., 2012, Proceedings of the the 24th Benelux conference on artificial intelligence. Uiterwijk, JWHM., Roos, N. & Winands, MHM. (eds.). Maastricht, Netherlands: Maastricht University, p. 303-304 2 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  297. Multi-spectral video endoscopy system for the detection of cancerous tissue

    Leitner, R., de Biasio, M., Arnold, T., Dinh, VC., Loog, M. & Duin, RPW., 2012, In : Pattern Recognition Letters. 34, 1, p. 85-93 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  298. Multiple-instance learning as a classifier combining problem

    Li, Y., Tax, DMJ., Duin, RPW. & Loog, M., 2012, In : Pattern Recognition. 46, 3

    Research output: Contribution to journalArticleScientificpeer-review

  299. Nearest neighbor-based importance weighting

    Loog, M., 2012, The 2012 IEEE workshop on machine learning for signal processing (MLSP) proceedings. SN (ed.). NY, NY, USA: IEEE Society, p. 1-6 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  300. Regression-based cardiac motion prediction from single-phase CTA

    Metz, CT., Baka, N., Kirisli, H., Schaap, M., Klein, S., Neefjes, LA., Mollet, NR., Lelieveldt, BPF., Bruijne, M. D., Niessen, WJ. & van Walsum, T., 2012, In : IEEE Transactions on Medical Imaging. 31, 6, p. 1311-1325 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  301. Robust motion correction in the frequency domain of cardiac MR stress perfusion sequences

    Gupta, V., van de Giessen, M., Kirisli, H., Kirschbaum, SW., Niessen, WJ. & Lelieveldt, BPF., 2012, In : Lecture Notes in Computer Science. 7510, p. 667-674 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  302. Segmentation and visual analysis of whole-body mouse skeleton micro-SPECT

    Khmelinskii, A., Groen, HC., Baiker, M., de Jong, M. & Lelieveldt, BPF., 2012, In : PLoS ONE. 7, 11, p. 1-10 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  303. Semi-supervised linear discriminant analysis using moment constraints

    Loog, M., 2012, In : Lecture Notes in Computer Science. 7081, p. 32-41 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  304. Shape-based assessment of vertebral fracture risk in postmenopausal women using discriminative shape alignment

    Crimi, A., Loog, M., Bruijne, M. D., Nielsen, M. & Lillholm, M., 2012, In : Academic Radiology. 19, 4, p. 446-454 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  305. Statistical shape model based femur kinematics from biplane fluoroscopy

    Baka, N., Bruijne, M. D., van Walsum, T., Kaptein, BL., Giphart, JE., Schaap, M., Niessen, WJ. & Lelieveldt, BPF., 2012, In : IEEE Transactions on Medical Imaging. 31, 8, p. 1573-1583 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  306. Stochastic triplet embedding

    van der Maaten, LJP. & Weinberger, QJ., 2012, Proceedings of the 2012 IEEE international workshop for learning for signal processing. SN (ed.). NY, NY, USA: IEEE Society, p. 1-6 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  307. Super-resolution reconstruction of whole-body MRI mouse data: an interactive approach

    Khmelinskii, A., Kok, P., Dzyubachyk, O., Poot, DHJ., Suidgeest, E., Botha, CP., Niessen, WJ., van der Weerd, L., Meijering, E. & Lelieveldt, BPF., 2012, Proceedings of the 9th Symposium on Biomedical Imaging 2012: From Nano to Macro. Frangi, A., Santos, A., Ober, R. & Ruekert, D. (eds.). Piscataway, NJ, USA: IEEE Society, p. 1723-1726 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  308. Supervised localization of cell nuclei on TMA images

    Ibba, A., Duin, RPW. & Loog, M., 2012, Proceedings of the 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA). Liu, D. & Zhou et al, SK. (eds.). Piscataway, NJ, USA: IEEE Society, p. 4321-4327 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  309. Supervised scale-invariant segmentation (and detection)

    Li, Y., Tax, DMJ. & Loog, M., 2012, In : Lecture Notes in Computer Science. 6667, p. 350-361 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  310. The dipping phenomenon

    Loog, M. & Duin, RPW., 2012, In : Lecture Notes in Computer Science. 7626, p. 310-317 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  311. Towards exaggerated emphysema stereotypes

    Chen, C., Sørensen, L., Lauze, F., Igel, C., Loog, M., Feragen, A., Bruijne, M. D. & Nielsen, M., 2012, In : Proceedings of SPIE- International Society for Optical Engineering. 8315, p. 1-13 13 p.

    Research output: Contribution to journalConference articleScientificpeer-review

  312. Training data selection for cancer detection in multispectral endoscopy images

    Dinh, VC., Nap, M., Leitner, R., Loog, M. & Duin, RPW., 2012, Proceedings of 21st International Conference on Pattern Recognition (ICPR 2012). SN (ed.). Berlin, Germany: Springer, p. 161-164 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  313. Visualizing non-metric similarities in multiple maps

    van der Maaten, LJP. & Hinton, G., 2012, In : Machine Learning. 87, 1, p. 33-55 23 p.

    Research output: Contribution to journalArticleScientificpeer-review

  314. 2011
  315. A patient-specific visualization tool for comprehensive analysis of coronary CTA and perfusion MRI data

    Kirisli, HA., Gupta, V., Kirschbaum, S., Neefjes, L., Geuns, RJ., Mollet, N., Lelieveldt, BPF., Reiber, JHC., van Walsum, T. & Niessen, WJ., 2011, In : Proceedings of SPIE- International Society for Optical Engineering. 7964, p. 1-4 4 p.

    Research output: Contribution to journalConference articleScientificpeer-review

  316. A study of detecting cancer tissues in multispectral endoscopy data

    Dinh, VC., Loog, M., Duin, RPW., Leitner, R. & Rajadell, O., 2011, ICT.Open 2011. Smeulders, A., Karelse, F., van der Drift, R. & Stroobandt, D. (eds.). Veldhoven, The Netherlands: STW, p. 1-6 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

  317. Atlas-based articulated skeleton segmentation of ¿SPECT mouse data

    Khmelinskii, A., Baiker, M., Kok, P., de Swart, J., Reiber, JHC., de Jong, M. & Lelieveldt, BPF., 2011, IEEE International Symposium on Biomedical Imaging (ISBI 2011). Wright, S., Pan, X. & Liebling, M. (eds.). New York, NY, USA: IEEE Society, p. 437-440 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  318. Automated regional wall motion abnormality detection by combining rest and stress cardiac MRI: Correlation with contrast-enhanced MRI

    Suinesiaputra, A., Frangi, AF., Kaandorp, TAM., Lamb, HJ., Bax, J. J., Reiber, JHC. & Lelieveldt, BPF., 2011, In : Journal of Magnetic Resonance Imaging. 34, 2, p. 270-278 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  319. Bag dissimilarities for multiple instance learning

    Tax, DMJ., Loog, M., Duin, RPW., Cheplygina, VV. & Lee, WJ., 2011, In : Lecture Notes in Computer Science. 7005, p. 222-234 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  320. Discussion of spectral dimensionality reduction via maximum entropy"

    van der Maaten, LJP., 2011, Proceedings 14th International Conference on Artificial Intelligence & Statistics 2011 (AISTATS). Gordon, G. & Dunson, D. (eds.). Ft Lauderdale, FL, USA: AISTATS, p. 60-62 3 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  321. Dissimilarity-based detection of schizophrenia

    Ulas, A., Duin, RPW., Castellani, U., Loog, M., Mirtuono, P., Bicego, M., Murino, V., Bellani, M., Cerutti, S., Tansella, M. & Brambilla, P., 2011, In : International Journal of Imaging Systems and Technology. 21, 2, p. 179-192 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  322. Forming different-complexity covariance-model subspaces through piecewise-constant spectra for hyperspectral image classification

    Jensen, AC. & Loog, M., 2011, In : Lecture Notes in Computer Science. 6688, p. 186-195 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  323. Generalized augmentation of multiple kernels

    Lee, WJ., Duin, RPW. & Loog, M., 2011, In : Lecture Notes in Computer Science. p. 116-125 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  324. Hidden-unit conditional random fields

    van der Maaten, LJP., Welling, M. & Saul, LK., 2011, Proceedings 14th International Conference on Artificial Intelligence & Statistics 2011 (AISTATS). Gordon, G. & Dunson, D. (eds.). Ft. Lauderdale, FL, USA: AISTATS, p. 479-488 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  325. Information theoretic preattentive saliency

    Loog, M., 2011, 2011 IEEE International Conference on Computer Vision Workshops. Escolano, F., Rangarajan, A., Yuille, AL. & Hancock, ER. (eds.). Piscataway, NJ, USA: IEEE Society, p. 1418-1424 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  326. Latent variable models for predicting file dependencies in large-scale software development

    Hu, DJ., van der Maaten, LJP., Cho, Y., Saul, LK. & Lerner, S., 2011, Advances in Neural Information Processing Systems. Lafferty, J., Williams, KI., Shawe-Taylor, J., Zemel, RS. & Calcutta, A. (eds.). La Jolla, CA, USA: Neural Information Processing Systems Foundation, p. 865-873 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

  327. Learning discriminative Fisher kernels.

    van der Maaten, LJP., 2011, Proceedings of the 28th International Conference on Machine Learning (ICML), 2011. Getoor, L. & Scheffers, T. (eds.). Bellevue, WA, USA: The International Machine Learning Society, p. 217-224 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  328. On combining computer-aided detection systems

    Niemeijer, M., Loog, M., Abramhoff, MD., Viergever, MA., Prokop, M. & van Ginneken, B., 2011, In : IEEE Transactions on Medical Imaging. 30, 2, p. 215-223 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  329. On herding and the perceptron cycling theorem

    Gelfand, AE., van der Maaten, LJP., Cheng, Y. & Welling, M., 2011, Advances in Neural Information Processing Systems 23. Lafferty, J., Williams, CKI., Shawe-Taylor, J., Zemel, RS. & Calcutta, A. (eds.). La Jolla, CA, USA: Neural Information Processing Systems Foundation, p. 694-702 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  330. Pose estimation and tracking of eating persons in real-life settings

    Zhang, L., van der Maaten, LJP., Koenderink, N., Golbach, F. & Hendriks, EA., 2011, Proceedings of ICT.Open. Meulders, A., Karelse, F., van der Drift, R. & Stroobandt, D. (eds.). Utrecht, The Netherlands: STW, p. 1-6 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  331. Question classification by weighted combination of lexical, syntactic and semantic features

    Loni, B., van Tulder, G., Wiggers, P., Tax, DMJ. & Loog, M., 2011, In : Lecture Notes in Computer Science. 6836, p. 243-250 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  332. SEDMI: Saliency based edge detection in multispectral images

    Dinh, VC., Leitner, R., Paclik, P., Loog, M. & Duin, RPW., 2011, In : Image and Vision Computing. p. 546-556 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  333. Slice-based combination of rest and dobutamine-stress cardiac MRI in a statistical motion model to identify myocardial infarction: Validation against contrast-enhanced MRI

    Suinesiaputra, A., Frangi, AF., Kaandorp, TAM., Lamb, HJ., Bax, J. J., Reiber, JHC. & Lelieveldt, BPF., 2011, In : Lecture Notes in Computer Science. 6666, 2011, p. 267-274 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  334. Supervised image segmentation with scale invariance

    Li, Y., Tax, DMJ. & Loog, M., 2011, ICT.Open 2011. Smeulders, A., Karelse, F., van der Drift, R. & Stroobandt, D. (eds.). Veldhoven, The Netherlands: STW, p. 1-6 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  335. Supervised localization of cell nuclei using dissimilarities.

    Ibba, A., Loog, M. & Duin, RPW., 2011, ICT.Open 2011. Smeulders, A., Karelse, F., van der Drift, R. & Stroobandt, D. (eds.). Veldhoven, The Netherlands: STW, p. 1-6 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  336. Towards integrated analysis of longitudinal whole-body small animal imaging studies

    Lelieveldt, BPF., Botha, CP., Kaijzel, EL., Hendriks, EA., Reiber, JHC., Lowik, CWGM. & Dijkstra, J., 2011, International Conference on Speech and Signal Processing (ICASSP 2011). Tichavsky, P. & Chambers, JA. (eds.). New York, NY, USA: IEEE Society, p. 5768-5771 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  337. 2010
  338. A framework for optimizing measurement weight maps to minimize

    Qazi, AA., Jørgensen, DR., Lillholm, M., Loog, M., Nielsen, M. & Dam, EB., 2010, In : Medical Image Analysis. 14, 3, p. 255-264 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  339. A novel and automatic mammographic texture resemblance marker is an independent risk factor for breast cancer

    Nielsen, M., Karemore, G., Loog, M., Raundahl, J., Karssemeijer, N., Otten, JDM., Karsdal, MA., Vachon, CM. & Christiansen, C., 2010, In : Cancer Epidemiology: the international journal of cancer epidemiology, detection and prevention. 35, 4, p. 381-387 7 p.

    Research output: Contribution to journalArticleScientificpeer-review

  340. A texton-based approach for the classification of lung parenchyma in CT images

    Gangeh, MJ., Sørensen, L., Shaker, SB., Kamel, MS., Bruijne, M. D. & Loog, M., 2010, In : Lecture Notes in Computer Science. 6363, p. 595-602 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  341. An experimental study on combining Euclidean distances

    Lee, WJ., Duin, RPW., Ibba, A. & Loog, M., 2010, Proceedings of the 2nd International Workshop on Cognitive Information Processing (CIP), 2010. S.N. (ed.). NY, NY, USA: IEEE Society, p. 304-309 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  342. An experimental study on combining Euclidean distances

    Lee, WJ., Duin, RPW., Ibba, A. & Loog, M., 2010, 2010 2nd International Workshop on Cognitive Information Processing (CIP 2010). Gini, F., Theodoridis, S., Greco, MS. & Debbah, M. (eds.). New York, NY, USA: IEEE Society, p. 304-309 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  343. Articulated whole-body atlases for small animal image analysis: construction and applications

    Khmelinskii, A., Baiker, M., Kaijzel, EL., Chen, J., Reiber, JHC. & Lelieveldt, BPF., 2010, In : Molecular Imaging and Biology. 12, p. 224-253 30 p.

    Research output: Contribution to journalArticleScientificpeer-review

  344. Atlas-based organ & bone approximation for ex-vivo ¿MRI mouse data: A pilot study

    Khmelinskii, A., Baiker, M., Chen, XJ., Reiber, JHC., Henkelman, RM. & Lelieveldt, BPF., 2010, Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro. Piscatawy, NJ: IEEE Society, p. 1197-1200 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  345. Automatic classification of municipal call data for quantitative urban drainage system analysis

    ten Veldhuis, JAE., Harder, RC. & Loog, M., 2010, 1st European IAHR Congress. s.n. (ed.). Edinburgh: IAHR, p. 1-6 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  346. Automatic classification of municipal call data to support quantitative risk analysis of urban drainage systems

    ten Veldhuis, JAE., Harder, RC. & Loog, M., 2010, In : Structure & Infrastructure Engineering: maintenance, management, life-cycle design & performance. 2010, november, p. 1744-8980 7237 p.

    Research output: Contribution to journalArticleScientificpeer-review

  347. Breast density changes associated with postmenopausal hormone therapy: post hoc radiologist- and computer-based analyses

    Nielsen, M., Pettersen, PC., Alexandersen, PMD., Karemore, G., Raundahl, J., Loog, M. & Christiansen, C., 2010, In : Menopause. 17, 4, p. 772-778 7 p.

    Research output: Contribution to journalArticleScientificpeer-review

  348. Capturing appearance variation in active appearance models

    van der Maaten, LJP. & Hendriks, EA., 2010, Proceedings of the 23rd IEEE Conference on Computer Vision and Pattern Recognition. S.N (ed.). Piscataway, NJ, USA: IEEE Society, p. 34-41 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  349. Conditional Shape Models for Cardiac Motion Estimation

    Metz, CT., Baka, N., Kirisli, HA., Schaap, MA., van Walsum, T., Klein, S., Neefjes, L., Mollet, NRA., Lelieveldt, BPF., Bruijne, M. & Niessen, WJ., 2010, In : Lecture Notes in Computer Science. 6361, p. 452-459 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  350. Confidence of model based shape reconstruction from sparse data

    Baka, N., Bruijne, M., Reiber, JHC., Niessen, WJ. & Lelieveldt, BPF., 2010, Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro. Meijering et al, E. & Niessen, W. (eds.). Piscataway, NJ, USA: IEEE Society, p. 1077-1080 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  351. Constrained parameter estimation for semi-supervised learning: The case of the nearest mean classifier

    Loog, M., 2010, In : Lecture Notes in Artificial Intelligence. 6322, p. 291-304 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  352. Correspondence free 3D statistical shape model fitting to sparse X-ray projections

    Baka, N., Niessen, WJ., Kaptein, BL., van Walsum, T., Ferarrini, L., Reiber, JHC. & Lelieveldt, BPF., 2010, Medical Imaging 2010: Image processing. Haynor, DR. & Dawant, BM. (eds.). Bellingham, WA, USA: SPIE, p. 1-9 9 p. (Proceedings of SPIE- International Society for Optical Engineering; vol. 7623).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  353. Deep supervised t-distributed embedding

    Min, R., van der Maaten, LJP., Yuan, Z., Bonner, A. & Zhang, Z., 2010, Proceedings of the 27th International Conference on Machine Learning (ICML). Wrobel et al, S. (ed.). Madison, WI, USA: Omnipress, p. 791-798 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  354. Dissimilarity-based detection of schizophrenia

    Ulas, A., Duin, RPW., Castellani, U., Loog, M., Bicego, M. & Murino, M., 2010, Proceedings of the ICPR 2010 workshop on Pattern Recognition Challenges in FMRI Neuroimaging, 2010. S.N. (ed.). NY,NY, USA: IEEE Society, p. 32-35 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  355. Dissimilarity-based multiple instance learning

    Sørensen, L., Loog, M., Tax, DMJ., Lee, WJ., Bruijne, M. D. & Duin, RPW., 2010, In : Lecture Notes in Computer Science. 6218, p. 129-138 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  356. Early diagnosis of dementia based on intersubject whole-brain dissimilarities

    Klein, S., Loog, M., van der Lijn, F., den Heijer, T., Hammers, A., Bruijne, M., van der Lugt, A., Duin, RPW., Breteler, MMB. & Niessen, WJ., 2010, Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro. S.N. (ed.). Piscataway, NJ USA: IEEE Society, p. 249-252 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  357. Feature-based dissimilarity space classification

    Duin, RPW., Loog, M., Pekalska, EM. & Tax, DMJ., 2010, In : Lecture Notes in Computer Science. 6388, p. 46-55 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  358. Fully automatic registration and segmentation of first-pass myocardial perfusion MR image sequences

    Gupta, V., Engg, M., Hendriks, EA., Milles, J., van der Geest, R. J., Jerosch-Herold, M., Reiber, JHC. & Lelieveldt, BPF., 2010, In : Academic Radiology. 17, 11, p. 1375-1385 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  359. Image dissimilarity-based quantification of lung disease from CT

    Sørensen, L., Loog, M., Lo, P., Ashraf, H., Dirksen, A., Duin, RPW. & Bruijne, M. D., 2010, In : Lecture Notes in Computer Science. 6361, p. 37-44 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  360. Model driven quantification of left ventricular function from sparse single-beat 3D echocardiography

    Ma, M., van Stralen, M., Reiber, JHC., Bosch, JG. & Lelieveldt, BPF., 2010, In : Medical Image Analysis. 14, 4, p. 582-593 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  361. Optical advances in skeletal imaging applied to bone metastases

    Snoeks, E., Khmelinskii, A., Lelieveldt, BPF., Kaijzel, EL. & Lowik, CWGM., 2010, In : Bone.

    Research output: Contribution to journalArticleScientificpeer-review

  362. Quantitative comparison of spot detection methods in fluorescence microscopy

    Smal, I., Loog, M., Niessen, W. & Meijering, E., 2010, In : IEEE Transactions on Medical Imaging. 29, 2, p. 282-301 20 p.

    Research output: Contribution to journalArticleScientificpeer-review

  363. Stratified generalized procrustes analysis

    Bartoli, A., Pizarro, D. & Loog, M., 2010, Proceedings of the British Machine Vision Conference 2010. Labrosse, F., Zwiggelaar, R., Liu, Y. & Tiddeman, B. (eds.). Malvern, UK: BVMA Press, p. 1-10 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  364. Texton-based analysis of paintings

    van der Maaten, LJP. & Postma, EO., 2010, Applications of digital image processing XXXIII. Tescher, AG. (ed.). Bellingham, WA, USA: SPIE, p. 1-14 14 p. (Proceedings of SPIE- International Society for Optical Engineering; vol. 7798).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  365. The improbability of Harris interest points

    Loog, M. & Lauze, F., 2010, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 32, 6, p. 1141-1147 7 p.

    Research output: Contribution to journalArticleScientificpeer-review

  366. Using multiscale spectra in regularizing covariance matrices for hyperspectral image classification

    Jensen, AFC., Loog, M. & Solberg, AHS., 2010, In : IEEE Transactions on Geoscience and Remote Sensing. 48, 4, p. 1851-1859 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  367. 2009
  368. 2D/3D registration of micro-ct data to multi-view photographs based on a 3D distance map

    Wildeman, MH., Baiker, M., Reiber, JHC., Lowik, CWGM., Reinders, MJT. & Lelieveldt, BPF., 2009, 2009 6th IEEE International Symposium on Biomedical Imaging: From Nano to Macro proceedings. S. Reeves (ed.). Piscataway, NJ, USA, USA: IEEE Society, p. 987-990 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  369. An initial study into image segmentation by combining multi-scale information

    Li, Y., Tax, DMJ. & Loog, M., 2009, Proceedings of the fifteenth annual conference of the Advanced School for Computing and Imaging. Gevers, T., Bos, HJ. & Wolters, L. (eds.). Delft: ASCI, p. 1-6 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionProfessional

  370. Atlas-Driven Scan Planning for High-Resolution µSPECT Scanning from Multi-View Photographs: a Pilot Study¿,

    Baiker, M., Vastenhouw, B., Branderhorst, W., Reiber, JHC., Beekman, FJ. & Lelieveldt, BPF., 2009, Medical Imaging 2009:Visualization, Image Guided Procedures and Modeling. MI Miga, KH. W. (ed.). Wahington, USA: SPIE, p. 1-8 8 p. (Proceedings of SPIE- International Society for Optical Engineering; vol. 7261).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  371. Automated detection of regional wall motion abnormalities based on a statistical model applied to multiscale short-axis cardiac MR images

    Suinesiaputra, A., Frangi, AF., Kaandorp, TAM., Lamb, HJ., Bax, J. J., Reiber, JHC. & Lelieveldt, BPF., 2009, In : IEEE Transactions on Medical Imaging. 28, 4, p. 595-607 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  372. Automated left ventricular delineation in X-ray angiograms: A validation study

    Oost, E., Oemrawsingh, P., Reiber, JH. & Lelieveldt, BPF., 2009, In : Catheterization and Cardiovascular Interventions. 73, 2, p. 231-240 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  373. Bicycle chain shape models

    Sommer, SM., Tatu, A., Chen, Q., Jurgensen, DR., Bruijne, M., Loog, M., Nielsen, M. & Lauze, F., 2009, Proceedings of the Computer Vision and Pattern Recognition Workshops, 2009. CVPR Workshops 2009. Sn (ed.). Piscataway,NJ, USA: IEEE Society, p. 157-163 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  374. Dense interative contextual pixel classification using kriging

    Ganz, M., Loog, M., Brandt, S. & Nielsen, M., 2009, Proceedings of the Computer Vision and Pattern Recognition Workshops, 2009. CVPR Workshops 2009. Sn (ed.). Piscataway,NJ, USA: IEEE Society, p. 87-93 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contri