New website !!:
In 2014 I started the Learning and Machine Perception (LAMP) group . See my new website for the latest publications and projects.


These papers are made available for personal use only, subject to author's and publisher's copyright.


An overview of my papers is also provided at Google scholar.

Books
    		Color in Computer Vision: Fundamentals and Applications.
    Th. Gevers, A. Gijsenij, J. van de Weijer, J.M. Geusebroek.
    Wiley, The Wiley-IS&T Series in Imaging Science and Technology 2012. ( link to amazon )

Journal Publications

  1. Mikhail G. Mozerov, Joost van de Weijer, Accurate stereo matching by two-step energy minimization, IEEE Transaction in Image Processing (TIP), vol 24(3):1153-1163, 2015. ( project page)

  2. Fahad Shahbaz Khan, Roa Muhammad Anwer, Joost van de Weijer, , Michael Felsberg, Jorma Laaksonen, Compact Color-Texture Description for Texture Classification, Pattern Recognition Letters (PRL), vol 51(1):16-22, January 2015.

  3. Fahad Shahbaz Khan, Joost van de Weijer, Roa Muhammad Anwer, Michael Felsberg, Carlo Gatta, Semantic Pyramids for Gender and Action Recognition, IEEE Transaction in Image Processing (TIP), vol 23(8):3633-3645, August 2014.

  4. Fahad Shahbaz Khan, Shida Beigpour, Joost van de Weijer, Michael Felsberg, Painting-91: A Large Scale Database for Computational Painting Categorization, Machine and Vision Application (MVAP), 25(6):1385-1397,2014. ( project page)

  5. Shida Beigpour, Christian Riess, Joost van de Weijer, Elli Angelopoulou, Multi-Illuminant Estimation with Conditional Random Fields, IEEE Transaction in Image Processing (TIP), vol 23(1):83-95, january 2014. ( project page)

  6. Fahad Shahbaz Khan, Rao Muhammad Anwer, Joost van de Weijer, Andrew D. Bagdanov, Antonio M. Lopez, Michael Felsberg, Coloring Action Recognition in Still Images , International Journal in Computer Vison (IJCV), 105(3):205-221, 2013. ( project page)

  7. Noha M. Elfiky, Fahad Shahbaz Khan, Joost van de Weijer, Jordi Gonzalez, Discriminative Compact Pyramids for Object and Scene Recognition , Pattern Recognition (PR), vol. 45(4): 1627-1636, 2012.( project page+code)

  8. Fahad Shahbaz Khan, Joost van de Weijer, Maria Vanrell, Modulating Shape Features by Color Attention for Object Recognition , International Journal of Computer Vision (IJCV), vol 98(1), 49-64, 2012.( project page+code)

  9. Arjan Gijsenij, Theo Gevers, Joost van de Weijer, Improving Color Constancy by Photometric Edge Weighting, IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI) , vol. 34(5):918-929, 2012.( code)

  10. Xavi Boix, Josep Gonfaus, J. van de Weijer, Andrew Bagdanov, Joan Serrat, Jordi Gonzalez, Harmony Potentials: Fusing Global and Local Scale for Semantic Image Segmentation , International Journal of Computer Vision (IJCV), vol. 96(1), 83-102, 2012.

  11. Arjan Gijsenij, Theo Gevers, Joost van de Weijer, Computational Color Constancy; Survey and Experiments , IEEE Transaction in Image Processing (TIP), vol. 20(9): 2475-2489, 2011.( project page)

  12. Eduard Vazquez, Ramon Baldrich, Joost van de Weijer, Maria Vanrell, Describing Reflectances for Colour Segmentation Robust to Shadows, Highlights, and Textures, IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI) , vol. 33(5): 917-930, May 2011. ( project page)

  13. Eduard Vazquez, Theo Gevers, Marcel Lucassen, Joost van de Weijer, and Ramon Baldrich, Saliency of Color Image Derivatives: A Comparison between Computational Models and Human Perception , Journal of the Optical Society of America A (JOSA), vol. 27(3):1-20, march 2010.

  14. Arjan Gijsenij, Theo Gevers and Joost van de Weijer, Generalized Gamut Mapping using Image Derivative Structures for Color Constancy , International Journal of Computer Vision (IJCV), vol. 86(2-3): 140-151, january 2010.

  15. J. van de Weijer, Cordelia Schmid, Jakob Verbeek, Diane Larlus, Learning Color Names for Real-World Applications. IEEE Transaction in Image Processing (TIP), vol 18 (7):1512-1524, July 2009.( + matlab code)( + data )

  16. J. van de Weijer, Th. Gevers and, A. Gijsenij Edge-Based Color Constancy , IEEE Trans. Image Processing (TIP), vol. 16 (9): 2207-2214, September 2007. ( + matlab code)( + database-image-list )

  17. J. van de Weijer, Th. Gevers and A.D. Bagdanov, Boosting Color Saliency in Image Feature Detection, IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI) , vol. 28 (1): 150-156, January 2006. ( + matlab code )

  18. J. van de Weijer, Th. Gevers and A.W.M. Smeulders, Robust Photometric Invariant Features from the Color Tensor, IEEE Trans. Image Processing (TIP), vol. 15 (1): 118-127, January 2006. ( + matlab code )

  19. J. van de Weijer, R. van den Boomgaard, Least Squares and Robust Estimation of Local Image Structure, Int. J. Computer Vision (IJCV). 64(2/3): 143-155, September 2005.

  20. J. van de Weijer, Th. Gevers and J.M. Geusebroek, Edge and Corner Detection by Photometric Quasi-Invariants, IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), vol. 27 (4): 1520-1526, April 2005. ( + matlab code )

  21. J. M. Geusebroek, A. W. M. Smeulders, and J. van de Weijer, Fast anisotropic gauss filtering, IEEE Trans. Image Processing (TIP), 12(8): 938-943, August 2003. ( + matlab code )

  22. J. van de Weijer, L.J. van Vliet, P.W. Verbeek, M. van Ginkel, Curvature estimation in oriented patterns using curvilinear models applied to gradient vector fields , IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), vol. 23(9): 1035-1042, September 2001. ( + matlab code )

Book Chapters and Thesis

  1. J. van de Weijer, F. Khan and M. Masana Castrillo, Interactive Visual and Semantic Image Retrieval , In A. Sappa and J. Vitria (Eds.): Multimodal Interaction in Image and Video Applications, Springer, Berlin, 2013.

  2. Th. Gevers, J. van de Weijer, H. Stokman, Color Feature Detection: An Overview , In R. Lukac and K.N. Plataniotis (Eds.): Color Image Processing: Methods and Applications, CRC Press, 2006.

  3. T. Brox, R. van den Boomgaard, F. Lauze, J. van de Weijer, J. Weickert, P. Mrázek, P. Kornprobst, Adaptive structure tensors and their applications , In J. Weickert, H. Hagen (Eds.): Visualization and Processing of Tensor Fields. Springer, Berlin, 2006, 17-47.

  4. J. van de Weijer, Color Features and Local Structure in Images , University of Amsterdam, PhD Thesis, March 2005.

International Conference Publications and Workshops

  1. Adria Ruiz, Joost van de Weijer, Xavier Binefa, Regularized Multi-Concept MIL for weakly-supervised facial behavior categorization, Proc. (BMVC), Nottingham, UK, 2014.( project page+code)

  2. Martin Danelljan, Fahad Shahbaz Khan, Michael Felsberg, Joost van de Weijer, Adaptive color attributes for real-time visual tracking, Proc. (CVPR), Columbus, Ohio, USA, 2014.( project page+code)

  3. Carlo Gatta, Adriana Romero, Joost Van de Weijer, Unrolling loopy top-down semantic feedback in convolutional deep networks, Proc. (CVPR Workshop on Deep Vision: Deep Learning for Computer Vision), Columbus, Ohio, USA, 2014.( project page+code)

  4. Fahad Shahbaz Khan, Joost Van de Weijer, Andrew D. Bagdanov, Michael Felsberg, Scale Coding Bag-of-Words for Action Recognition, Proc. (ICPR), Columbus, Ohio, USA, 2014.

  5. Rahat Khan, Joost van de Weijer, Fahad Khan, Damien Muselet, Christophe Ducottet, Cecile Barat, Discriminative Color Descriptors, Proc. (CVPR), Portland, Oregon, USA, 2013.( project page+code)

  6. Shida Beigpour, Marc Serra, Joost van de Weijer, Robert Benavente, Maria Vanrell, Olivier Penacchio, Dimitris Samaras, Intrinsic Image Evaluation On Synthetic Complex Scenes , Proc. Int. Conf. on Image Processing(ICIP), Melbourne, Australia, 2013.( project page+data)

  7. Rahat Khan, Joost van de Weijer, Dimosthenis Karatzas, Damien Muselet, Towards multispectral data acquisition with hand-held devices , Proc. Int. Conf. on Image Processing(ICIP), Melbourne, Australia, 2013.

  8. Fahad Shahbaz Khan, Joost van de Weijer, Sadiq Ali, Michael Felsberg, Evaluating the impact of color on texture recognition, Proc. Int. Conf. on Computer Analysis of Images and Patterns(CAIP), York, UK, 2013.

  9. Christophe Rigaud, Dimosthenis Karatzas, Joost Van de Weijer, Jean-Christophe Burie, Jean-Marc Ogier, An active contour model for speech balloon detection in comics, Proc. International Conference on Document Analysis and Recognition (ICDAR), Washington, USA, 2013.

  10. Joost van de Weijer, Fahad Khan, Fusing Color and Shape for Bag-of-Words Based Object Recognition, Invited paper at Computational Color Imaging Workshop(CCIW), Chiba, Japan, 2013.

  11. Christophe Rigaud, Dimosthenis Karatzas, Joost Van de Weijer, Jean-Christophe Burie, Jean-Marc Ogier, Automatic text localisation in scanned comic books, Proc. International Conference on Computer Vision Theory and Applications (VISAPP’13), Barcelona, Spain, 2013.

  12. Fahad Shahbaz Khan, Rao Muhammad Anwer, Joost van de Weijer, Andrew Bagdanov, Maria Vanrell, Antonio M. Lopez, Color Attributes for Object Detection, Proc. (CVPR), Providence, Rhode Island, USA, 2012.( webpage+code)

  13. Fahad Shahbaz Khan, Joost van de Weijer, Andrew Bagdanov, Maria Vanrell, Portmanteau Vocabularies for Multi-Cue Image Representation, Proc. (NIPS), Granada, Spain, 2011.( webpage+code)

  14. Shida Beigpour, Joost van de Weijer, Recoloring based on Intrinsic Image Estimation, Proc. (ICCV), Barcelona, Spain, 2011.( webpage+code+video)

  15. Joost van de Weijer, Sida Beigpour, The Dichromatic Reflection Model: Future Research Directions and Applications, invited paper at Int. Conf. on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP), Vilamoura, Algavre, Portugal, 2011.

  16. David Rojas Vigo, Fahad Shahbaz Khan, Joost van de Weijer, Theo Gevers, The Impact of Color on Bag-of-Words based Object Recognition, Proc. ICPR, Istanbul, Turkey, 2010.( webpage)

  17. David Rojas Vigo, Joost van de Weijer, Theo Gevers, Color Edge Saliency Boosting using Natural Image Statistics, Proc. CGIV, Joensuu, Finland , 2010.( webpage)

  18. Josep M. Gonfaus, Xavier Boix, Joost Van de Weijer, Andrew D. Bagdanov, Joan Serrat, and Jordi Gonzàlez, Harmony Potentials for Joint Segmentation and Classification, Proc. CVPR, San Fransisco, USA , 2010.( webpage)

  19. F. Shahbaz Khan, J. van de Weijer, M. Vanrell, Top-Down Color Attention for Object Recognition , Proc. ICCV, Kyoto, Japan , 2009. ( webpage + code)

  20. A. Gijsenij, T. Gevers, J. van de Weijer, Physics-based Edge Evaluation for Improved Color Constancy , Proc. CVPR, Miami, USA , 2009.

  21. Eduard Vazquez, Joost van de Weijer, and Ramon Baldrich, Image Segmentation in the Presence of Shadows and Highlights, Proc. ECCV, Marseille, France, 2008.( webpage + code )

  22. A. Gijsenij, T. Gevers, J. van de Weijer, Edge Classification for Color Constancy , IS&T's European Conference on Colour in Graphics, Imaging and Vision (CGIV), 2008.

  23. A. Gijsenij, T. Gevers, J. van de Weijer, Color Constancy by Derivative-based Gamut Mapping, Workshop on Photometric Analysis for Computer Vision (PACV'07) in conjuncture with the ICCV 2007.

  24. J. van de Weijer, C. Schmid, J.J. Verbeek, Using High-Level Visual Information for Color Constancy + erratum , Proc. ICCV, Rio de Janeiro, Brazil, 2007. ( + matlab code )

  25. J. van de Weijer, C. Schmid, Applying Color Names to Image Description , Proc. ICIP, San Antonio, USA, 2007.

  26. J. van de Weijer, C. Schmid, J.J. Verbeek, Learning Color Names from Real-World Images , Proc. CVPR, Minneapolis, Minnesota, USA, 2007. ( webpage )

  27. N. Sebe, T. Gevers, J. van de Weijer, S. Dijkstra, Corners Detectors for Affine Invariant Salient Regions: Is Color Important?, Proc. CIVR, Phoenix, USA, 2006.

  28. J. van de Weijer, C. Schmid, Blur Robust and Color Constant Image Description, Proc. ICIP, Atlanta, USA, 2006.

  29. N. Sebe, T. Gevers, S. Dijkstra, J. van de Weijer, Evaluation of Intensity and Color Corner Detectors for Affine Invariant Salient Regions , Beyond Patches Workshop, in conjunction with CVPR 2006.

  30. David Knossow, Joost Van de Weijer, Radu Horaud, Remi Ronfard, Articulated-body Tracking through Anisotropic Edge Detection, Workshop on Dynamical Vision, in conjunction with ECCV 2006.

  31. J. van de Weijer, C. Schmid, Coloring Local Feature Extraction , Proc. ECCV, Part II, 334-348, Graz, Austria, 2006.( webpage )

  32. J. van de Weijer, Th. Gevers, Color Constancy based on the Grey-Edge Hypothesis , Proc. ICIP, Genua, Italy, October 2005.

  33. J. van de Weijer,Th. Gevers, Boosting Saliency in Color Image Features , Proc. CVPR, San Diego, CA, USA, 2005.

  34. J. van de Weijer, Th. Gevers, Tensor Based Feature Detection for Color Images , Proc. IS&T/SID's CIC, The SunBurst Resort, Scottsdale, Arizona, November 2004.

  35. J. van de Weijer, Th. Gevers, Robust Optical Flow from Photometric Invariants , Proc. ICIP, Singapore, October 2004.

  36. J. van de Weijer, Th. Gevers, J. M. Geusebroek, Color Edge Detection by Photometric Quasi-Invariants , Proc. ICCV, pages 1520-1526, Nice, France, 2003. ( + matlab code )

  37. R. van den Boomgaard, J. van de Weijer, Least Squares and Robust Estimation of Local Image Structure ,Proc. Scale-Space, 237-254, Isle of Skye, Scotland, UK, 2003

  38. R. van den Boomgaard, J. van de Weijer, On the equivalence of local-mode finding, robust estimation and mean-shift analysis as used in early vision tasks , Proc. ICPR, Quebec city, Canada, Aug 11-15, 2002.

  39. R. van den Boomgaard, J. van de Weijer, Robust estimation of orientation for texture analysis , Texture, The 2nd international workshop on texture analysis and synthesis 1 June 2002 in conjuncture with ECCV, Copenhagen. 2002.

  40. J. M. Geusebroek, A. W. M. Smeulders, and J. van de Weijer, Fast anisotropic gauss filtering , Proc. ECCV, volume 1, pages 99-112. Springer Verlag (LNCS 2350), Copenhagen, Denmark.

  41. J. van de Weijer, R. van den Boomgaard, Local Mode Filtering , Proc. CVPR, Kauai, Hawaii, USA, December 2001.

  42. J. van de Weijer, Th. Gevers, Color Mode Filtering , Proc. ICIP, Thessaloniki, Greece, October 2001.

  43. T. Gevers, H.M.G. Stokman, J. van de Weijer, Color Constancy from Hyper-Spectral Data , Proc. BMVC, Bristol, September, 2000.

  44. T. Gevers, P. Vreman, J. van de Weijer, Color Constant Texture Segmentation , Proc. SPIE, San Jose, January, 2000.

  45. M. van Ginkel, J. van de Weijer, L.J. van Vliet, P.W. Verbeek, Curvature Estimation from Orientation Fields , Proc. SCIA, Kangerlussuaq, Greenland, 7-11 june, 1999.

  46. P.W. Verbeek, L.J. van Vliet, J. van de Weijer, Improved Curvature and Anisotropy Estimation for Curved Line Bundles , Proc. ICPR, Brisbane, Australia, 17-20 August, 1998.

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