1. 2017
  2. 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

  3. 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

  4. 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

  5. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  6. 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

  7. 2016
  8. 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

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

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

    Research output: ThesisDissertation (TU Delft)

  10. 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. 1 p.

    Research output: Contribution to conferencePosterScientific

  11. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  12. 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, p. 107-115 9 p. (Lecture Notes in Computer Science; vol. 9902).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  13. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  14. 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

  15. 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

  16. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  17. 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

  18. 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

  19. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  20. 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

  21. 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

  22. 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

  23. 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

  24. 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, p. 467-482 (Lecture Notes in Computer Science; vol. 9912).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  25. 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

  26. 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

  27. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  28. 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

  29. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  30. 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 others, Chasman, 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

  31. 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

  32. 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

  33. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  34. 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

  35. 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, Vol. 1. p. 322-333 12 p. (Lecture Notes in Computer Science; vol. 10058).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  36. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  37. 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, p. 1-1. 1 p.

    Research output: Contribution to conferencePosterScientific

  38. 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, p. 55-64 10 p. (Lecture Notes in Computer Science; vol. 9915).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  39. 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

  40. Modeling the brain morphology distribution in the general aging population

    Huizinga, W., Poot, D. H. J., Roshchupkin, G., Bron, E. E., Ikram, M. A., Vernooij, M. W., Rueckert, D., Niessen, W. J. & Klein, S., 2016, Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging. Gimi, B. & Krol, A. (eds.). SPIE, Vol. 9788. p. 1-7 97880I. (Proceedings of SPIE; vol. 9788).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  41. 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

  42. 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

  43. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  44. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  45. Self-supervised learning as an enabling technology for future space exploration robots: ISS experiments

    van Hecke, K., de Croon, G., Hennes, D., Setterfield, T. P., Saenz-Otero, A. & Izzo, D., 2016, Proceedings of the 67th International Astronautical Congress (IAC), Guadalajara, Mexico, 26-30 September 2016. IAF, 7 p. IAC-16-F1.2.3

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  46. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  47. 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, Vol. 5. p. 437-453 17 p. (Lecture Notes in Computer Science; vol. 9909).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  48. 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. 378 p. (Lecture Notes in Computer Science; vol. 10029)

    Research output: Book/ReportBook editingScientificpeer-review

  49. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  50. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  51. 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

  52. 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