Publications

Key Publications

Stages As Models of Scene Geometry   NedovicPAMI2010.pdf
Vladimir Nedovic, Arnold W. M. Smeulders, Andre Redert, Jan-Mark Geusebroek
IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 32 (9), page 1673-1687, 2010
Visual Word Ambiguity   GemertTPAMI2010.pdf
Jan C. van Gemert, Cor J. Veenman, Arnold W. M. Smeulders, Jan-Mark Geusebroek
IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 32 (7), page 1271--1283, 2010
Color Constancy Using 3D Stage Geometry   LuICCV2009.pdf
Rui Lu, Arjan Gijsenij, Theo Gevers, De Xu, Vladimir Nedovic, Jan-Mark Geusebroek
IEEE International Conference on Computer Vision, 2009
Performance Evaluation of Local Colour Invariants   BurghoutsCVIU09.pdf
Gertjan J. Burghouts, Jan-Mark Geusebroek
Computer Vision and Image Understanding, Volume 113, page 48-62, 2009
Emotional Valence Categorization Using Holistic Image Features   YanulevskayaICIP08.pdf
Victoria Yanulevskaya, Jan C. van Gemert, K. Roth, A. K. Herbold, Nicu Sebe, Jan-Mark Geusebroek
IEEE International Conference on Image Processing, 2008
High-Performance Distributed Image and Video Content Analysis with Parallel-Horus   seinstra-parallel-horus-mm.pdf
Frank J. Seinstra, Jan-Mark Geusebroek, Dennis C. Koelma, Cees G. M. Snoek, Marcel Worring, Arnold W. M. Smeulders
IEEE Multimedia, Volume 14 (4), page 64-75, 2007
The Distribution Family of Similarity Distances   BurghoutsNIPS07.pdf
Gertjan J. Burghouts, Arnold W. M. Smeulders, Jan-Mark Geusebroek
Advances in Neural Information Processing Systems, Volume 20, 2007
Robust Scene Categorization by Learning Image Statistics in Context   GemertSLAM06.pdf
Jan C. van Gemert, Jan-Mark Geusebroek, Cor J. Veenman, Cees G. M. Snoek, Arnold W. M. Smeulders
CVPR Workshop on Semantic Learning Applications in Multimedia, 2006
The Semantic Pathfinder: Using an Authoring Metaphor for Generic Multimedia Indexing   snoek-pathfinder-pami.pdf
Cees G. M. Snoek, Marcel Worring, Jan-Mark Geusebroek, Dennis C. Koelma, Frank J. Seinstra, Arnold W. M. Smeulders
IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 28 (10), page 1678-1689, 2006
A Six-Stimulus Theory for Stochastic Texture   GeusebroekIJCV05b.pdf
Jan-Mark Geusebroek, Arnold W. M. Smeulders
International Journal of Computer Vision, Volume 62, page 7-16, 2005
Edge and Corner Detection by Photometric Quasi-Invariants   WeijerTPAMI05.pdf
J. van de Weijer, Theo Gevers, Jan-Mark Geusebroek
IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 27 (4), page 625-630, 2005
The Amsterdam Library of Object Images   GeusebroekIJCV05a.pdf
Jan-Mark Geusebroek, Gertjan J. Burghouts, Arnold W. M. Smeulders
International Journal of Computer Vision, Volume 61 (1), page 103-112, 2005
Fast Anisotropic Gauss Filtering   GeusebroekIP03.pdf
Jan-Mark Geusebroek, Arnold W. M. Smeulders, J. van de Weijer
IEEE Transactions on Image Processing, Volume 12 (8), page 938-943, 2003
Color Invariance   GeusebroekPAMI01.pdf
Jan-Mark Geusebroek, R. van den Boomgaard, Arnold W. M. Smeulders, H. Geerts
IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 23 (12), page 1338-1350, 2001
Robust Autofocusing in Microscopy   GeusebroekCytometry00.pdf
Jan-Mark Geusebroek, F. Cornelissen, Arnold W. M. Smeulders, H. Geerts
Cytometry, Volume 39 (1), page 1-9, 2000

All Publications

2012
Brain2: Machine Learning to Measure Banknote Fitness   BalkeODS2012.pdf
Peter Balke, Jan-Mark Geusebroek, Peter Markus
Optical Document Security Conference, 2012
 
2011
An Image Statistics-Based Model for Fixation Prediction  
Victoria Yanulevskaya, J. B. C. Marsman, F. Cornelissen, Jan-Mark Geusebroek
Cognitive Computation, Volume 3 (1), page 94-104, 2011
Learning Banknote Fitness for Sorting   GeusebroekICPAIR2011.pdf
Jan-Mark Geusebroek, Peter Markus, Peter Balke
International Conference on Pattern Analysis and Intelligent Robotics, 2011
 
2010
Comparing Compact Codebooks for Visual Categorization   GemertCVIU2010.pdf
Jan C. van Gemert, Cees G. M. Snoek, Cor J. Veenman, Arnold W. M. Smeulders, Jan-Mark Geusebroek
Computer Vision and Image Understanding, Volume 114 (4), page 450-462, 2010
Stages As Models of Scene Geometry   NedovicPAMI2010.pdf
Vladimir Nedovic, Arnold W. M. Smeulders, Andre Redert, Jan-Mark Geusebroek
IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 32 (9), page 1673-1687, 2010
Visual Word Ambiguity   GemertTPAMI2010.pdf
Jan C. van Gemert, Cor J. Veenman, Arnold W. M. Smeulders, Jan-Mark Geusebroek
IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 32 (7), page 1271--1283, 2010
 
2009
Color Constancy Using 3D Stage Geometry   LuICCV2009.pdf
Rui Lu, Arjan Gijsenij, Theo Gevers, De Xu, Vladimir Nedovic, Jan-Mark Geusebroek
IEEE International Conference on Computer Vision, 2009
Color Constancy Using Stage Classification   color_constancy_using_stage_classification.pdf
Rui Lu, Arjan Gijsenij, Theo Gevers, Koen E. A. van de Sande, Jan-Mark Geusebroek, De Xu
IEEE International Conference on Image Processing, 2009
Episode-Constrained Cross-Validation in Video Concept Retrieval   GemertTMM09.pdf
Jan C. van Gemert, Cor J. Veenman, Jan-Mark Geusebroek
IEEE Transactions on Multimedia, Volume 11 (4), page 780-785, 2009
Material-Specific Adaptation of Color Invariant Features   BurghoutsPRL09.pdf
Gertjan J. Burghouts, Jan-Mark Geusebroek
Pattern Recognition Letters, Volume 30, page 306-313, 2009
Performance Evaluation of Local Colour Invariants   BurghoutsCVIU09.pdf
Gertjan J. Burghouts, Jan-Mark Geusebroek
Computer Vision and Image Understanding, Volume 113, page 48-62, 2009
Significance of the Weibull Distribution and Its Sub-Models in Natural Image Statistics   yanulevskayaVISAPP09.pdf
Victoria Yanulevskaya, Jan-Mark Geusebroek
International Conference on Computer Vision Theory and Applications, page 355-362, 2009
The MediaMill TRECVID 2009 Semantic Video Search Engine   mediamill_TRECVID2009_final.pdf MediaMill_TRECVID2009_notebook.pdf
Cees G. M. Snoek, Koen E. A. van de Sande, Ork de Rooij, Bouke Huurnink, Jasper R. R. Uijlings, Michiel van Liempt, Miguel Bugalho, Isabel Trancoso, F. Yan, M. A. Tahir, K. Mikolajczyk, J. Kittler, Maarten de Rijke, Jan-Mark Geusebroek, Theo Gevers, Marcel Worring, Dennis C. Koelma, Arnold W. M. Smeulders
Proceedings of the TRECVID Workshop, 2009
 
2008
Depth Estimation Via Stage Classification   3dtvCon_new.pdf
Vladimir Nedovic, Arnold W. M. Smeulders, A. Redert, Jan-Mark Geusebroek
IEEE 3DTV-Conference, page 77-80, 2008
Emotional Valence Categorization Using Holistic Image Features   YanulevskayaICIP08.pdf
Victoria Yanulevskaya, Jan C. van Gemert, K. Roth, A. K. Herbold, Nicu Sebe, Jan-Mark Geusebroek
IEEE International Conference on Image Processing, 2008
Kernel Codebooks for Scene Categorization   vanGemertECCV08.pdf
Jan C. van Gemert, Jan-Mark Geusebroek, Cor J. Veenman, Arnold W. M. Smeulders
European Conference on Computer Vision, Volume 3, page 696-709, 2008
Natural Image Statistics Differ for Fixated Vs. Non-Fixated Regions   YanulevskayaECVP08poster.pdf
Victoria Yanulevskaya, Jan-Mark Geusebroek, J. B. C. Marsman, F. Cornelissen
Perception, Volume 37 (supplement), page 56, 2008
Texture Classification with Minimal Training Images   TarghiICPR08.pdf
A. T. Targhi, Jan-Mark Geusebroek, A. Zisserman
IEEE International Conference on Pattern Recognition, 2008
The MediaMill TRECVID 2008 Semantic Video Search Engine   mediamill-TRECVID2008-final.pdf
Cees G. M. Snoek, Koen E. A. van de Sande, Ork de Rooij, Bouke Huurnink, Jan C. van Gemert, Jasper R. R. Uijlings, J. He, Xirong Li, Ivo Everts, Vladimir Nedovic, Michiel van Liempt, Richard van Balen, F. Yan, M. A. Tahir, K. Mikolajczyk, J. Kittler, Maarten de Rijke, Jan-Mark Geusebroek, Theo Gevers, Marcel Worring, Arnold W. M. Smeulders, Dennis C. Koelma
Proceedings of the TRECVID Workshop, 2008
 
2007
Depth Information by Stage Classification   ICCV_poster_new.pdf NedovicICCV07.pdf
Vladimir Nedovic, Arnold W. M. Smeulders, A. Redert, Jan-Mark Geusebroek
IEEE International Conference on Computer Vision, 2007
High-Performance Distributed Image and Video Content Analysis with Parallel-Horus   seinstra-parallel-horus-mm.pdf
Frank J. Seinstra, Jan-Mark Geusebroek, Dennis C. Koelma, Cees G. M. Snoek, Marcel Worring, Arnold W. M. Smeulders
IEEE Multimedia, Volume 14 (4), page 64-75, 2007
Semantic Video Indexing   fulltext.pdf
Cees G. M. Snoek, Marcel Worring, Jan-Mark Geusebroek, Dennis C. Koelma, Frank J. Seinstra, Arnold W. M. Smeulders
Multimedia Retrieval, Springer, page 225-249, 2007
Spatial Statistics of Natural Images Predict Gaze Direction  
J. B. C. Marsman, Victoria Yanulevskaya, F. Cornelissen, Jan-Mark Geusebroek
Perception, Volume 36 (supplement), page 35-36, 2007
The Distribution Family of Similarity Distances   BurghoutsNIPS07.pdf
Gertjan J. Burghouts, Arnold W. M. Smeulders, Jan-Mark Geusebroek
Advances in Neural Information Processing Systems, Volume 20, 2007
The MediaMill TRECVID 2007 Semantic Video Search Engine   snoek-mediamill-TRECVID2007-final.pdf
Cees G. M. Snoek, Ivo Everts, Jan C. van Gemert, Jan-Mark Geusebroek, Bouke Huurnink, Dennis C. Koelma, Michiel van Liempt, Ork de Rooij, Koen E. A. van de Sande, Arnold W. M. Smeulders, Jasper R. R. Uijlings, Marcel Worring
Proceedings of the TRECVID Workshop, 2007
 
2006
Color Invariant Object Recognition Using Entropic Graphs   GemertIJIST06.pdf
Jan C. van Gemert, Gertjan J. Burghouts, Frank J. Seinstra, Jan-Mark Geusebroek
International Journal of Imaging Systems and Technology, Volume 16 (5), page 146-153, 2006
Color Textons for Texture Recognition   BurghoutsBMVC06.pdf
Gertjan J. Burghouts, Jan-Mark Geusebroek
British Machine Vision Conference, Volume 3, page 1099-1108, 2006
Color-Based Object Recognition on a Grid   SeinstraCIMCV06.pdf
Frank J. Seinstra, Jan-Mark Geusebroek
ECCV Workshop on Computation Intensive Methods for Computer Vision, 2006
Compact Object Descriptors from Local Colour Invariant Histograms   GeusebroekBMVC06.pdf
Jan-Mark Geusebroek
British Machine Vision Conference, Volume 3, page 1029-1038, 2006
Quasi-Periodic Spatiotemporal Filtering   BurghoutsIP06.pdf
Gertjan J. Burghouts, Jan-Mark Geusebroek
IEEE Transactions on Image Processing, Volume 15 (6), page 1572-1582, 2006
Robust Scene Categorization by Learning Image Statistics in Context   GemertSLAM06.pdf
Jan C. van Gemert, Jan-Mark Geusebroek, Cor J. Veenman, Cees G. M. Snoek, Arnold W. M. Smeulders
CVPR Workshop on Semantic Learning Applications in Multimedia, 2006
The Challenge Problem for Automated Detection of 101 Semantic Concepts in Multimedia   snoek-challenge-acm2006.pdf
Cees G. M. Snoek, Marcel Worring, Jan C. van Gemert, Jan-Mark Geusebroek, Arnold W. M. Smeulders
ACM International Conference on Multimedia, page 421-430, 2006
The Semantic Pathfinder for Generic News Video Indexing   snoek-pathfinder-icme2006.pdf
Cees G. M. Snoek, Marcel Worring, Jan-Mark Geusebroek, Dennis C. Koelma, Frank J. Seinstra, Arnold W. M. Smeulders
IEEE International Conference on Multimedia & Expo, page 1469-1472, 2006
The Semantic Pathfinder: Using an Authoring Metaphor for Generic Multimedia Indexing   snoek-pathfinder-pami.pdf
Cees G. M. Snoek, Marcel Worring, Jan-Mark Geusebroek, Dennis C. Koelma, Frank J. Seinstra, Arnold W. M. Smeulders
IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 28 (10), page 1678-1689, 2006
 
2005
A Six-Stimulus Theory for Stochastic Texture   GeusebroekIJCV05b.pdf
Jan-Mark Geusebroek, Arnold W. M. Smeulders
International Journal of Computer Vision, Volume 62, page 7-16, 2005
Color Texture Measurement and Segmentation   HoangSigProc05.pdf
M. A. Hoang, Jan-Mark Geusebroek, Arnold W. M. Smeulders
Signal Processing, Volume 85 (2), page 265-275, 2005
Edge and Corner Detection by Photometric Quasi-Invariants   WeijerTPAMI05.pdf
J. van de Weijer, Theo Gevers, Jan-Mark Geusebroek
IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 27 (4), page 625-630, 2005
MediaMill: Exploring News Video Archives Based on Learned Semantics   snoek-demo-acm2005.pdf
Cees G. M. Snoek, Marcel Worring, Jan C. van Gemert, Jan-Mark Geusebroek, Dennis C. Koelma, G. P. Nguyen, Ork de Rooij, Frank J. Seinstra
ACM International Conference on Multimedia, page 225-226, 2005
On the Surplus Value of Semantic Video Analysis Beyond the Key Frame   snoek-surplus-icme2005.pdf
Cees G. M. Snoek, Marcel Worring, Jan-Mark Geusebroek, Dennis C. Koelma, Frank J. Seinstra
IEEE International Conference on Multimedia & Expo, 2005
The Amsterdam Library of Object Images   GeusebroekIJCV05a.pdf
Jan-Mark Geusebroek, Gertjan J. Burghouts, Arnold W. M. Smeulders
International Journal of Computer Vision, Volume 61 (1), page 103-112, 2005
The MediaMill TRECVID 2005 Semantic Video Search Engine   snoek-mediamill-TRECVID2005-final.pdf
Cees G. M. Snoek, Jan C. van Gemert, Jan-Mark Geusebroek, Bouke Huurnink, Dennis C. Koelma, G. P. Nguyen, Ork de Rooij, Frank J. Seinstra, Arnold W. M. Smeulders, Cor J. Veenman, Marcel Worring
Proceedings of the TRECVID Workshop, 2005
The Stochastic Structure of Images  
Jan-Mark Geusebroek
International Conference on Scale Space and PDE Methods in Computer Vision, page 327-338, 2005
Tree Textures: Modern Techniques in Art-Historical Context  
A. S. Lehmann, S. C. Pont, Jan-Mark Geusebroek
International Workshop on Texture Analysis and Synthesis, page 43-48, 2005
User Transparent Parallel Processing of the 2004 Nist Trecvid Data Set   seinstra-ipdps2005.pdf
Frank J. Seinstra, Cees G. M. Snoek, Dennis C. Koelma, Jan-Mark Geusebroek, Marcel Worring
International Parallel & Distributed Processing Symposium, 2005
 
2004
Observables and Invariance for Early Cognitive Vision   fulltext.pdf
Gertjan J. Burghouts, Jan-Mark Geusebroek, Arnold W. M. Smeulders
Early Cognitive Vision Workshop, 2004
The MediaMill TRECVID 2004 Semantic Video Search Engine   snoek-mediamill-TRECVID2004-final.pdf
Cees G. M. Snoek, Marcel Worring, Jan-Mark Geusebroek, Dennis C. Koelma, Frank J. Seinstra
Proceedings of the TRECVID Workshop, 2004
 
2003
A Scale-Space Analysis of Multiplicative Texture Processes  
Jan-Mark Geusebroek
International Workshop on Texture Analysis and Synthesis, page 37-40, 2003
Color Constancy from Physical Principles   GeusebroekPatRecLet03.pdf
Jan-Mark Geusebroek, R. van den Boomgaard, Arnold W. M. Smeulders, Theo Gevers
Pattern Recognition Letters, Volume 24 (11), page 1653-1662, 2003
Color Edge Detection by Photometric Quasi-Invariants  
J. van de Weijer, Theo Gevers, Jan-Mark Geusebroek
IEEE International Conference on Computer Vision, Volume 2, page 1520-1525, 2003
Fast Anisotropic Gauss Filtering   GeusebroekIP03.pdf
Jan-Mark Geusebroek, Arnold W. M. Smeulders, J. van de Weijer
IEEE Transactions on Image Processing, Volume 12 (8), page 938-943, 2003
Fragmentation in the Vision of Scenes   GeusebroekICCV03.pdf
Jan-Mark Geusebroek, Arnold W. M. Smeulders
IEEE International Conference on Computer Vision, Volume 1, page 130-135, 2003
 
2002
A Physical Basis for Color Constancy   fulltext.pdf
Jan-Mark Geusebroek, R. van den Boomgaard, Arnold W. M. Smeulders, Theo Gevers
European Conference on Colour in Graphics, page 3-6, 2002
A Physical Explanation for Natural Image Statistics   fulltext.pdf
Jan-Mark Geusebroek, Arnold W. M. Smeulders
International Workshop on Texture Analysis and Synthesis, page 47-52, 2002
A Software Architecture for User Transparent Parallel Image Processing   SeinstraPC02.pdf
Frank J. Seinstra, Dennis C. Koelma, Jan-Mark Geusebroek
Parallel Computing, page 967-993, 2002
An Integrated Multimedia Approach to Cultural Heritage E-Documents   fulltext.pdf
Arnold W. M. Smeulders, L. Hardman, G. Schreiber, Jan-Mark Geusebroek
ACM International Conference on Multimedia Information Retrieval, 2002
Efficient Applications in User Transparent Parallel Image Processing   fulltext.pdf
Frank J. Seinstra, Dennis C. Koelma, Jan-Mark Geusebroek, F. C. Verster, Arnold W. M. Smeulders
IPDPS Workshop on Parallel and Distributed Computing in Image Processing, 2002
Fast Anisotropic Gauss Filtering   fulltext.pdf
Jan-Mark Geusebroek, Arnold W. M. Smeulders, J. van de Weijer
European Conference on Computer Vision, Volume 1, page 99-112, 2002
Genre-Based Search Through Biomedical Images  
Jan-Mark Geusebroek, M. A. Hoang, Jan C. van Gemert, Marcel Worring
IEEE International Conference on Pattern Recognition, Volume 1, 2002
Interactive Indexing and Retrieval of Multimedia Content  
Marcel Worring, A. Bagdanov, Jan C. van Gemert, Jan-Mark Geusebroek, H. A. Ming, A. T. Schreiber, Cees G. M. Snoek, J. Vendrig, J. Wielemaker, Arnold W. M. Smeulders
In SOFSEM2002: Theory and Practice of Informatics, 2002
Measurement of Color Texture  
M. A. Hoang, Jan-Mark Geusebroek
International Workshop on Texture Analysis and Synthesis, page 73-76, 2002
The Kubelka-Munk Theory for Color Image Invariant Properties   fulltext.pdf
Jan-Mark Geusebroek, Theo Gevers, Arnold W. M. Smeulders
European Conference on Colour in Graphics, page 463-467, 2002
 
2001
A Minimum Cost Approach for Segmenting Networks of Lines   GeusebroekIJCV01.pdf
Jan-Mark Geusebroek, Arnold W. M. Smeulders, H. Geerts
International Journal of Computer Vision, Volume 43 (2), page 99-111, 2001
Color Invariance   GeusebroekPAMI01.pdf
Jan-Mark Geusebroek, R. van den Boomgaard, Arnold W. M. Smeulders, H. Geerts
IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 23 (12), page 1338-1350, 2001
Lazy Users and Automatic Video Retrieval Tools in (the) Lowlands  
J. Baan, A. van Ballegooij, Jan-Mark Geusebroek, D. Hiemstra, J. den Hartog, J. List, Cees G. M. Snoek, I. Patras, S. Raaijmakers, L. Todoran, J. Vendrig, A. de Vries, T. Westerveld, Marcel Worring
Text Retrieval Conference, 2001
 
2000
Color and Scale: The Spatial Structure of Color Images   GeusebroekECCV00.pdf
Jan-Mark Geusebroek, R. van den Boomgaard, Arnold W. M. Smeulders, A. Dev
European Conference on Computer Vision, Volume 1, page 331-341, 2000
Invariance in Content-Based Image Retrieval  
Arnold W. M. Smeulders, Theo Gevers, Jan-Mark Geusebroek, Marcel Worring
In IEEE International Conference on Multimedia and Expo, 2000
Measurement of Color Invariants  
Jan-Mark Geusebroek, Arnold W. M. Smeulders, R. van den Boomgaard
IEEE Conference on Computer Vision and Pattern Recognition, Volume 1, page 50-57, 2000
Robust Autofocusing in Microscopy   GeusebroekCytometry00.pdf
Jan-Mark Geusebroek, F. Cornelissen, Arnold W. M. Smeulders, H. Geerts
Cytometry, Volume 39 (1), page 1-9, 2000
 
1999
Segmentation of Tissue Architecture by Distance Graph Matching   GeusebroekCytometry99.pdf
Jan-Mark Geusebroek, Arnold W. M. Smeulders, F. Cornelissen, H. Geerts
Cytometry, Volume 35 (1), page 12-22, 1999
 
1994
Fast Attenuation Correction in Fluorescence Confocal Imaging: A Recursive Approach  
K. C. Strasters, H. T. M. van der Voort, Jan-Mark Geusebroek, Arnold W. M. Smeulders
BioImaging, Volume 2, page 78-92, 1994