1. 2011
  2. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  3. 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

  4. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  5. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  6. 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

  7. 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

  8. 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

  9. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  10. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  11. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  12. 2010
  13. 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

  14. 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

  15. 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

  16. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  17. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  18. 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

  19. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  20. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  21. 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

  22. 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

  23. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  24. 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

  25. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  26. 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

  27. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  28. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  29. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  30. 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

  31. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  32. 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

  33. 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

  34. 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

  35. 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

  36. 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

  37. 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

  38. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  39. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  40. 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

  41. 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

  42. 2009
  43. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  44. 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/Conference proceedings/Edited volumeConference contributionProfessional

  45. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  46. 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

  47. 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

  48. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  49. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  50. Discriminative shape alignment

    Loog, M. & Bruijne, M., 2009, In : Lecture Notes in Computer Science. 5636, p. 459-466 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  51. Identification of cellular dynamic patterns resulting from repetitive photobleaching using independent component analysis

    van Gemert, AMC., Jost, CR., van der Laan, AMA., Dirks, RW., Reiber, JHC., Tanke, HJ. & Lelieveldt, BPF., 2009, 2009 6th IEEE International Symposium on Biomedical Imaging: From Nano to Macro proceedings. S. Reeves (ed.). NY, USA: IEEE Society, p. 1382-1385 4 p.

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

  52. Identification of progressors in osteoarthritis by combining biochemical and MRI-based markers

    Dam, EB., Loog, M., Christiansen, C., Byrjalsen, I., Folkerson, J., Nielsen, M., Qazi, AA., Pettersen, PC., Garnero, P. & Karsdal, MA., 2009, In : Arthritis Research & Therapy. 11, 4, p. 1-11 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  53. Low-dose transdermal estradiol induces breast density and heterogeneity changes comparable to those of raloxifene

    Nielsen, M., Raundahl, J., Pettersen, PC., Loog, M., Karemore, G., Karsdal, MA. & Christiansen, C., 2009, In : Menopause. 16, 4, p. 785-791 7 p.

    Research output: Contribution to journalArticleScientificpeer-review

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