Peter Belhumeur

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Shree NayarProfessor of Computer Science, Columbia UniversityVerified email at cs.columbia.edu
Neeraj KumarSoftware Engineer, DropboxVerified email at neerajkumar.org
David W. JacobsProfessor of Computer Science, University of MarylandVerified email at umiacs.umd.edu
Tolga ErenProfessor, Kirikkale University, TurkeyVerified email at kku.edu.tr
Ravi RamamoorthiProfessor of Computer Science, University of California, San DiegoVerified email at cs.ucsd.edu
Thomas BergColumbia UniversityVerified email at cs.columbia.edu
A Stephen MorseYale UniversityVerified email at yale.edu
Brian AndersonAustralian National UniversityVerified email at anu.edu.au
Todd ZicklerProfessor of Electrical Engineering and Computer Science, Harvard UniversityVerified email at seas.harvard.edu
W. John KressDistinguished Scientist and Curator Emeritus, Department of Botany, National Museum of NaturalVerified email at si.edu
Gregory HagerMandell Bellmore Professor of Computer Science, Johns Hopkins UniversityVerified email at cs.jhu.edu
Alexander C BergProfessor of Computer Science, University of California IrvineVerified email at uci.edu
Satya MallickPartner, Big Vision LLCVerified email at bigvisionllc.com
Dhruv MahajanResearch Director, Facebook AI Research (FAIR)Verified email at fb.com
Y. Richard YangProfessor of Computer Science at Yale UniversityVerified email at cs.yale.edu
Jinwei GuAssociate Professor, Chinese University of Hong KongVerified email at cuhk.edu.hk
Michael D. GrossbergComputer Science, City College, City University of New YorkVerified email at cs.ccny.cuny.edu
Steven FeinerProfessor of Computer Science, Columbia UniversityVerified email at cs.columbia.edu
Walter ScheirerDennis O. Doughty Collegiate Professor of EngineeringVerified email at nd.edu
Wojciech MatusikMITVerified email at csail.mit.edu

Peter Belhumeur

Professor of Computer Science, Columbia University

Verified email at cs.columbia.edu - Homepage

Computer Vision Machine Learning Biometrics Computer Graphics


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Eigenfaces vs. fisherfaces: Recognition using class specific linear projection PN Belhumeur, JP Hespanha, DJ Kriegman IEEE Transactions on pattern analysis and machine intelligence 19 (7), 711-720, 1997	17420	1997
From few to many: Illumination cone models for face recognition under variable lighting and pose AS Georghiades, PN Belhumeur, DJ Kriegman IEEE transactions on pattern analysis and machine intelligence 23 (6), 643-660, 2001	6060	2001
Attribute and simile classifiers for face verification N Kumar, AC Berg, PN Belhumeur, SK Nayar 2009 IEEE 12th international conference on computer vision, 365-372, 2009	2012	2009
Efficient region tracking with parametric models of geometry and illumination GD Hager, PN Belhumeur IEEE transactions on pattern analysis and machine intelligence 20 (10), 1025 …, 1998	1702	1998
Localizing parts of faces using a consensus of exemplars PN Belhumeur, DW Jacobs, DJ Kriegman, N Kumar IEEE transactions on pattern analysis and machine intelligence 35 (12), 2930 …, 2013	1352	2013
What is the set of images of an object under all possible illumination conditions? PN Belhumeur, DJ Kriegman International journal of computer vision 28, 245-260, 1998	1317	1998
Leafsnap: A computer vision system for automatic plant species identification N Kumar, PN Belhumeur, A Biswas, DW Jacobs, WJ Kress, IC Lopez, ... Computer Vision–ECCV 2012: 12th European Conference on Computer Vision …, 2012	1073	2012
The bas-relief ambiguity PN Belhumeur, DJ Kriegman, AL Yuille International journal of computer vision 35 (1), 33-44, 1999	890	1999
A theory of network localization J Aspnes, T Eren, DK Goldenberg, AS Morse, W Whiteley, YR Yang, ... IEEE Transactions on Mobile Computing 5 (12), 1663-1678, 2006	752	2006
Rigidity, computation, and randomization in network localization T Eren, OK Goldenberg, W Whiteley, YR Yang, AS Morse, BDO Anderson, ... IEEE INFOCOM 2004 4, 2673-2684, 2004	695	2004
Describable visual attributes for face verification and image search N Kumar, A Berg, PN Belhumeur, S Nayar IEEE Transactions on Pattern Analysis and Machine Intelligence 33 (10), 1962 …, 2011	633	2011
Face swapping: automatically replacing faces in photographs D Bitouk, N Kumar, S Dhillon, P Belhumeur, SK Nayar ACM SIGGRAPH 2008 papers, 1-8, 2008	525	2008
Facetracer: A search engine for large collections of images with faces N Kumar, P Belhumeur, S Nayar Computer Vision–ECCV 2008: 10th European Conference on Computer Vision …, 2008	503	2008
Poof: Part-based one-vs.-one features for fine-grained categorization, face verification, and attribute estimation T Berg, PN Belhumeur Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2013	481	2013
In search of illumination invariants HF Chen, PN Belhumeur, DW Jacobs Proceedings IEEE Conference on Computer Vision and Pattern Recognition. CVPR …, 2000	454	2000
Birdsnap: Large-scale fine-grained visual categorization of birds T Berg, J Liu, S Woo Lee, ML Alexander, DW Jacobs, PN Belhumeur Proceedings of the IEEE conference on computer vision and pattern …, 2014	442	2014
From few to many: Generative models for recognition under variable pose and illumination AS Georghiades, PN Belhumeur, DJ Kriegman Proceedings fourth ieee international conference on automatic face and …, 2000	421	2000
A Bayesian approach to binocular steropsis PN Belhumeur International Journal of Computer Vision 19 (3), 237-260, 1996	407	1996
Illumination cones for recognition under variable lighting: Faces AS Georghiades, DJ Kriegman, PN Belhurneur Proceedings. 1998 IEEE Computer Society Conference on Computer Vision and …, 1998	361	1998
Real-time tracking of image regions with changes in geometry and illumination GD Hager, PN Belhumeur Proceedings CVPR IEEE Computer Society Conference on Computer Vision and …, 1996	342	1996

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