Projects
Publications
2013
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Iljung Sam Kwak, Ana Cristina Murillo, Peter N. Belhumeur, David J. Kriegman, Serge Belongie, "From Bikers to Surfers: Visual Recognition of Urban Tribes", British Machine Vision Conference (BMVC), BristolSeptember, 2013.
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Jinwei Gu, Shree Nayar, Eitan Grinspun, Peter N. Belhumeur, Ravi Ramamoorthi, "Compressive Structured Light for Recovering Inhomogeneous Participating Media", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 35, 3March, 2013.
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Peter N. Belhumeur, David W. Jacobs, David J. Kriegman, Neeraj Kumar, "Localizing parts of faces using a consensus of exemplars", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 35, pp. 2930-2940, 2013.
2011
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Ohil K. Manyam, Neeraj Kumar, Peter N. Belhumeur, David J. Kriegman, "Two Faces are Better than One: Face Recognition in Group Photographs", International Joint Conference on Biometrics (IJCB), Washington, DCOctober, 2011.
2009
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Jinwei Gu, Ravi Ramamoorthi, Peter N. Belhumeur, Shree Nayar, "Removing Image Artifacts Due to Dirty Camera Lenses and Thin Occluders", ACM Transactions on Graphics (SIGGRAPH Asia 2009), vol. 28, 5December, 2009.
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Dhruv Mahajan, Fu-Chung Huang, Wojciech Matusik, Ravi Ramamoorthi, Peter N. Belhumeur, "Moving Gradients: A Path-Based Method for Plausible Image Interpolation", ACM Transactions on Graphics (SIGGRAPH 09), vol. 28, 3August, 2009.
2008
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Jinwei Gu, Shree Nayar, Eitan Grinspun, Peter N. Belhumeur, Ravi Ramamoorthi, "Compressive Structured Light for Recovering Inhomogeneous Participating Media", European Conference on Computer Vision (ECCV), pp. 4-845-4-858, October, 2008.
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Peter N. Belhumeur, Steven Feiner, David W. Jacobs, W. John Kress, Haibin Ling, Ida Lopez, Ravi Ramamoorthi, Sean White, Ling Zhang, "Searching the World's Herbaria: Visual Identification of Plant Species", European Conference on Computer Vision (ECCV), pp. 4-116-4-129, October, 2008.
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Todd Zickler, Satya P. Mallick, David J. Kriegman, Peter N. Belhumeur, "Color Subspaces as Photometric Invariants", International Journal of Computer Vision, vol. 79(1), pp. 13-30, August, 2008.
2006
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Satya P. Mallick, Todd Zickler, Peter N. Belhumeur, David J. Kriegman, "Specularity Removal in Images and Videos: A PDE Approach", European Conference on Computer Vision (ECCV), pp. 550-563, May, 2006.
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Todd Zickler, Satya P. Mallick, David J. Kriegman, Peter N. Belhumeur, "Color Spaces as Photometric Invariants", IEEE Conference on Computer Vision and Pattern Recognition (CVPR)June, 2006.
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Todd Zickler, Ravi Ramamoorthi, Sebastian Enrique, Peter N. Belhumeur, "Reflectance-Sharing: Image-Based Rendering from a Sparse Set of Images", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 28, 8, pp. 1287-1302, August, 2006.
2005
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Satya P. Mallick, Todd Zickler, David J. Kriegman, Peter N. Belhumeur, "Beyond Lambert: Reconstructing Specular Surfaces Using Color", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 619- 626, June, 2005.
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Ravi Ramamoorthi, Melissa L. Koudelka, Peter N. Belhumeur, "A Fourier Theory of Cast Shadows", A Fourier Theory for Cast Shadows, vol. 27, 2, pp. 288-295, February, 2005.
2004
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Ravi Ramamoorthi, Melissa L. Koudelka, Peter N. Belhumeur, "A Fourier Theory for Cast Shadows", European Conference on Computer Vision (ECCV), pp. 146-162, September, 2004.
2003
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Todd Zickler, Peter N. Belhumeur, David J. Kriegman, "Toward a Stratification of Helmholtz Stereopsis", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), vol. 1, pp. 548-555, 2003.
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Melissa L. Koudelka, Sebastian Magda, Peter N. Belhumeur, David J. Kriegman, "Acquisition, Compression and Synthesis of Bidirectional Texture Functions", 3rd International Workshop on Texture Analysis and Synthesis 2003.
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Todd Zickler, Jeffrey Ho, David J. Kriegman, Jean Ponce, Peter N. Belhumeur, "Binocular Helmholtz Stereopsis", International Conference on Computer Vision 2003.
2002
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Todd Zickler, Peter N. Belhumeur, David J. Kriegman, "Helmholtz Stereopsis: Exploiting Reciprocity for Surface Reconstruction", International Journal of Computer Vision, vol. 49, pp. 215-227, 2002.
2001
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David J. Kriegman, Peter N. Belhumeur, "What Shadows Reveal About Object Structure", Journal of the Optical Society of America 2001.
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Sebastian Magda, Todd Zickler, David J. Kriegman, Peter N. Belhumeur, "Beyond Lambert: Reconstructing Surfaces with Arbitrary BRDFs", ICCV, pp. 391-398, 2001.
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Melissa L. Koudelka, Sebastian Magda, Peter N. Belhumeur, David J. Kriegman, "Image-based Modeling and Rendering of Surfaces with Arbitrary BRDFs", CVPR, pp. 568-575, 2001.
2000
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Athinodoros S. Georghiades, Peter N. Belhumeur, David J. Kriegman, "From Few to Many: Generative Models for Recognition under Variable Pose and Illumination", IEEE Conference on Automatic Face and Gesture Recognition, pp. 277-284, 2000.
1999
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Peter N. Belhumeur, David J. Kriegman, "Shedding Light on Reconstruction and Image-Based Rendering", Yale University, Center for Systems Science Technical Report, CSS-9903November, 1999.
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Peter N. Belhumeur, David J. Kriegman, Alan L. Yuille, "The Bas-Relief Ambiguity", International Journal of Computer Vision (IJCV), vol. 35, pp. 33-44, 1999.
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David J. Kriegman, Peter N. Belhumeur, Athinodoros S. Georghiades, "Shape and Enlightenment: Reconstruction and Recognition under Variable Illumination", International Symposium on Robotics Research 1999.
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Athinodoros S. Georghiades, Peter N. Belhumeur, David J. Kriegman, "Illumination-Based Image Synthesis: Creating Novel Images of Human Faces Under Differing Pose and Lighting", IEEE Workshop on Multi-View Modeling and Analysis of Visual Scenes, pp. 47-54, 1999.
1998
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Athinodoros S. Georghiades, David J. Kriegman, Peter N. Belhumeur, "Illumination Cones for Recognition Under Variable Lighting: Faces", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 52-59, 1998.
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David J. Kriegman, Peter N. Belhumeur, "What Shadows Reveal about Object Structure", European Conference on Computer Vision (ECCV), pp. 399-414, 1998.
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Peter N. Belhumeur, David J. Kriegman, "What is the Set of Images of an Object Under All Possible Lighting Conditions?", International Journal of Computer Vision, vol. 28, 3, pp. 245-260, 1998.
1997
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Peter N. Belhumeur, Joāo P. Hespanha, David J. Kriegman, "Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection", IEEE Transactions on Pattern Analysis and Machine Intelligence, pp. 711-720, July, 1997.
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Peter N. Belhumeur, David J. Kriegman, Alan L. Yuille, "The Bas-Relief Ambiguity", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1060-1066, 1997.
1996
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Peter N. Belhumeur, David J. Kriegman, "What is the Set of Images of an Object Under All Possible Lighting Conditions?", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 270-277, June, 1996.
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Peter N. Belhumeur, Joāo P. Hespanha, David J. Kriegman, "Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection", European Conference on Computer Vision (ECCV)April, 1996.