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Invariant color descriptors for efficient object recognition
van de Sande, K.E.A.
Publication date 2011
Link to publication
Citation for published version (APA):
van de Sande, K. E. A. (2011). Invariant color descriptors for efficient object recognition.
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Biography
Koen E. A. van de Sande was born 1983 in Hoorn, The Netherlands. He received a BSc in Computer Science (2004), a BSc in Artificial Intelligence (2004) and a MSc in Computer Science (2007), all with honors, from the University of Amsterdam, The Netherlands. His interests include computer vision, object recognition, statistical pattern recognition, high-performance computing and software development. During his PhD he co-organized the VideOlympics show-case of video retrieval systems [99]. With his colleagues, he participated in many large-scale visual recognition benchmarks: ImageCLEF Photo Annotation (classification 2009-2011: 1st, 2nd, 4th), PASCAL VOC Challenge (classification 2008-2011: 1st, 3rd, 4th, 3rd, localisation 2010-2011: 3rd, 3rd), ImageNet Large Scale Visual Recognition Challenge (classification 2011: 2nd, localisation 2011: 1st) and TRECVID (classification 2008-2011: 1st, 1st, 1st, 2nd).
Key Publications
• K. E. A. van de Sande, T. Gevers, and C. G. M. Snoek, “Evaluating color descriptors for object and scene recognition,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 32, no. 9, pp. 1582–1596, 2010.
• K. E. A. van de Sande, J. R. R. Uijlings, T. Gevers, and A. W. M. Smeulders, “Segmentation as selective search for object recognition,” in IEEE International Conference on Computer Vision, 2011.
• K. E. A. van de Sande, T. Gevers, and C. G. M. Snoek, “Empowering visual categorization with the GPU,” IEEE Transactions on Multimedia, vol. 13, no. 1, pp. 60–70, 2011. • K. E. A. van de Sande and T. Gevers, University of Amsterdam at the Visual Concept
Detection and Annotation Tasks, ser. The Information Retrieval Series: ImageCLEF. Springer, 2010, vol. 32, ch. 18, pp. 343–358.
• C. G. M. Snoek, M. Worring, O. de Rooij, K. E. A. van de Sande, R. Yan, and A. G. Hauptmann, “VideOlympics: Real-time evaluation of multimedia retrieval systems,” IEEE Multimedia, vol. 15, no. 1, pp. 86–91, 2008.
These publications and related software releases are available from http://koen.me/.
