Projects
Publications
2014
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Michael W. Tao, Ting-Chun Wang, Jitendra Malik, Ravi Ramamoorthi, "Depth Estimation for Glossy Surfaces with Light-Field Cameras", ECCV Workshop on Light Fields for Computer Vision (L4CV) 2014.
2013
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Michael W. Tao, Jitendra Malik, Ravi Ramamoorthi, "Sharpening Out of Focus Images using High-Frequency Transfer", Computer Graphics Forum, vol. 32, 2, pp. 489-498, May, 2013.
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Michael W. Tao, Sunil Hadap, Jitendra Malik, Ravi Ramamoorthi, "Depth from Combining Defocus and Correspondence Using Light Field Cameras", International Conference on Computer Vision (ICCV), pp. 673-680, 2013.
2005
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Greg Mori, Serge Belongie, Jitendra Malik, "Efficient Shape Matching Using Shape Contexts", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 27, 11, pp. 1832-1837, November, 2005.
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Serge Belongie, Greg Mori, Jitendra Malik, "Matching with Shape Contexts", Analysis and Statistics of Shapes: 2005.BibTex
2004
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Charless Fowlkes , Serge Belongie, Fan Chung, Jitendra Malik, "Spectral Grouping Using the Nyström Method", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 26, 2, pp. 214-225, February, 2004.
2002
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Chad Carson, Serge Belongie, Hayit Greenspan, Jitendra Malik, "Blobworld: Color- and Texture-Based Image Segmentation Using EM and Its Application to Image Querying and Classification", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 24, 8, pp. 1026-1038, August, 2002.
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Serge Belongie, Jitendra Malik, Jan Puzicha, "Shape Matching and Object Recognition Using Shape Contexts", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 24, 4, pp. 509-522, April, 2002.
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Serge Belongie, Charless Fowlkes , Fan Chung, Jitendra Malik, "Spectral Partitioning with Indefinite Kernels using the Nyström Extension", ECCV, Copenhagen, Denmark 2002.
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Charless Fowlkes , Qun Shan, Serge Belongie, Jitendra Malik, "Extracting Global Structure from Gene Expression Profiles", Methods of Microarray Data Analysis II: 2002.
2001
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Serge Belongie, Jitendra Malik, Thomas Leung, Jianbo Shi, "Contour and Texture Analysis for Image Segmentation", IJCV, vol. 43, 1, pp. 7-27, June, 2001.
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Serge Belongie, Jitendra Malik, Jan Puzicha, "Matching Shapes", ICCV, vol. 1, pp. 454-461, July, 2001.
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Charless Fowlkes , Serge Belongie, Jitendra Malik, "Efficient Spatiotemporal Grouping Using the Nyström Method", CVPRDecember, 2001.
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Greg Mori, Serge Belongie, Jitendra Malik, "Shape Contexts Enable Efficient Retrieval of Similar Shapes", CVPRDecember, 2001.
2000
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Serge Belongie, Jitendra Malik, Jan Puzicha, "Shape Context: A new descriptor for shape matching and object recognition", Neural Information Processing Systems Conference (NIPS), pp. 831-837, December, 2000.
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Serge Belongie, Jitendra Malik, "Matching with Shape Contexts", Content-based Access of Image and Video Libraries (CBAIVL), Hilton Head, SC, pp. 20-26, 2000.
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Jitendra Malik, Serge Belongie, Thomas Leung, Jianbo Shi, "Contour and Texture Analysis for Image Segmentation", Perceptual Organization for Artificial Vision Systems: 2000.BibTex
1999
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Jitendra Malik, Serge Belongie, Jianbo Shi, Thomas Leung, "Textons, Contours and Regions: Cue Integration in Image Segmentation", IEEE International Conference on Computer Vision (ICCV), pp. 918-925, 1999.BibTex
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Chad Carson, Megan Thomas, Serge Belongie, Joseph M. Hellerstein, Jitendra Malik, "Blobworld: A system for region-based image indexing and retrieval", VISUAL, Amsterdam, pp. 509-516, 1999.BibTex
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Bangalore S. Manjunath, Yining Deng, David A. Forsyth, Chad Carson, Sergey Ioffe, Serge Belongie, Jitendra Malik, Wei-Ying Ma, Atul Puri, T. Chen, "Image retrieval in digital libraries", Multimedia: Standards, Systems and Networks 1999.BibTex
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Jitendra Malik, Jianbo Shi, Serge Belongie, Thomas Leung, "Grouping in the Normalized Cut Framework", Shape, Contour and Grouping in Computer Vision, vol. LNCS 1681, pp. 155-164, 1999.BibTex
1998
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Serge Belongie, Jitendra Malik, "Finding Boundaries in Natural Images: A New Method Using Point Descriptors and Area Completion", European Conference on Computer Vision (ECCV), Freiburg, GermanyJune, 1998.
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Serge Belongie, Chad Carson, Hayit Greenspan, Jitendra Malik, "Color- and Texture-Based Image Segmentation Using EM and Its Application to Content-Based Image Retrieval", IEEE International Conference on Computer Vision (ICCV), pp. 675-682, 1998.
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Jianbo Shi, Serge Belongie, Thomas Leung, Jitendra Malik, "Image and Video Segmentation: The Normalized Cut Framework", International Conference on Image Processing (ICIP), Chicago, IL, vol. 1, pp. 943-947, 1998.
1997
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Chad Carson, Serge Belongie, Hayit Greenspan, Jitendra Malik, "Region-Based Image Querying", Content-based Access of Image and Video Libraries (CBAIVL), Puerto Rico, pp. 42-49, 1997.
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Serge Belongie, Chad Carson, Hayit Greenspan, Jitendra Malik, "Recognition of Images in Large Databases Using a Learning Framework", UC Berkeley CS Tech Report, 97-939 1997.
1996
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Jitendra Malik, David A. Forsyth, Margaret M. Fleck, Hayit Greenspan, Thomas Leung, Chad Carson, Serge Belongie, Chris Bregler, "Finding Objects in Image Databases by Grouping", International Conference on Image Processing (ICIP), vol. 2, pp. 761-764, 1996.
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David A. Forsyth, Jitendra Malik, Margaret M. Fleck, Hayit Greenspan, Thomas Leung, Serge Belongie, Chad Carson, Chris Bregler, "Finding Pictures of Objects in Large Collections of Images", ECCV '96 International Workshop on Object Recognition for Computer Vision, Cambridge, England, pp. 335-360, 1996.