Peter Belhumeur

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	All	Since 2016
Citations	42821	13087
h-index	62	38
i10-index	102	76

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Co-authors

David KriegmanProfessor of Computer Science, University of California, San DiegoVerified email at eng.ucsd.edu
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
A Stephen MorseYale UniversityVerified email at yale.edu
Brian AndersonAustralian National University, Hangzhou Dianzi University, Data61-CSIROVerified email at anu.edu.au
Todd ZicklerProfessor of Electrical Engineering and Computer Science, Harvard UniversityVerified email at seas.harvard.edu
Thomas BergColumbia UniversityVerified email at cs.columbia.edu
Gregory HagerMandell Bellmore Professor of Computer Science, Johns Hopkins UniversityVerified email at cs.jhu.edu
Joao HespanhaProfessor of Electrical and Computer Engineering, University of California at Santa BarbaraVerified email at ece.ucsb.edu
W. John KressCurator of Botany and Research Scientist, Department of Botany, National Museum of Natural History, Smithsonian InstitutionVerified email at si.edu
Alexander C BergProfessor of Computer Science, University of North Carolina at Chapel HillVerified email at cs.unc.edu
Satya MallickPartner, Big Vision LLCVerified email at bigvisionllc.com
Dhruv MahajanResearch Scientist at Computer Vision Group, Facebook AIVerified email at fb.com
Y. Richard YangProfessor of Computer Science at Yale UniversityVerified email at cs.yale.edu
Jinwei GuSenseBrain (SenseTime Research USA)Verified email at sensebrain.ai
Steven FeinerProfessor of Computer Science, Columbia UniversityVerified email at cs.columbia.edu
Walter ScheirerAssociate Professor of Computer Science and Engineering, University of Notre DameVerified email at nd.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	15376	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	5156	2001
Principal manifolds and nonlinear dimensionality reduction via tangent space alignment Z Zhang, H Zha SIAM journal on scientific computing 26 (1), 313-338, 2004	2087	2004
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	1583	1998
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	1571	2009
What is the set of images of an object under all possible illumination conditions? PN Belhumeur, DJ Kriegman International Journal of Computer Vision 28 (3), 245-260, 1998	1227	1998
Robust image segmentation using FCM with spatial constraints based on new kernel-induced distance measure S Chen, D Zhang IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 34 …, 2004	1217	2004
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	1043	2013
The bas-relief ambiguity PN Belhumeur, DJ Kriegman, AL Yuille International journal of computer vision 35 (1), 33-44, 1999	749	1999
Leafsnap: A computer vision system for automatic plant species identification N Kumar, PN Belhumeur, A Biswas, DW Jacobs, WJ Kress, IC Lopez, ... European conference on computer vision, 502-516, 2012	708	2012
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	641	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	618	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	509	2011
Facetracer: A search engine for large collections of images with faces N Kumar, P Belhumeur, S Nayar European conference on computer vision, 340-353, 2008	418	2008
In search of illumination invariants HF Chen, PN Belhumeur, DW Jacobs Proceedings IEEE Conference on Computer Vision and Pattern Recognition. CVPR …, 2000	414	2000
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	383	2000
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	367	2013
A Bayesian approach to binocular steropsis PN Belhumeur International Journal of Computer Vision 19 (3), 237-260, 1996	360	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	337	1998
Face swapping: automatically replacing faces in photographs D Bitouk, N Kumar, S Dhillon, P Belhumeur, SK Nayar ACM SIGGRAPH 2008 papers, 1-8, 2008	329	2008

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