1. 2012
  2. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  3. 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

  4. 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

  5. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  6. 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

  7. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  17. 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

  18. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  19. 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

  20. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  21. 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

  22. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  23. 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

  24. 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

  25. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  26. 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

  27. 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

  28. 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

  29. 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

  30. 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

  31. 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

  32. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  33. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  34. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  35. 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

  36. 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

  37. 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

  38. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  39. 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

  40. 2011
  41. 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

  42. 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/Conference proceedings/Edited volumeConference contributionScientific

  43. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  44. 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

  45. 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

  46. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  47. 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

  48. 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

  49. 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

  50. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  51. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  52. 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/Conference proceedings/Edited volumeConference contributionScientific

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