Pietro Perona

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Citations	98445	52953
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Serge BelongieProfessor of Computer Science, Cornell University and Cornell TechVerified email at cs.cornell.edu
Piotr DollárFacebook AI ResearchVerified email at fb.com
Jitendra MalikProfessor of EECS, UC BerkeleyVerified email at eecs.berkeley.edu
Li Fei-FeiProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Christof KochChief Scientist and PresidentVerified email at alleninstitute.org
Rob FergusResearch Scientist, DeepMind. Professor of Computer Science, New York UniversityVerified email at cs.nyu.edu
Peter WelinderOpenAIVerified email at openai.com
Andrew ZissermanUniversity of OxfordVerified email at robots.ox.ac.uk
Stefano SoattoProfessor of Computer Science, UCLAVerified email at ucla.edu
Michael MaireUniversity of ChicagoVerified email at uchicago.edu
Steve BransonCaltechVerified email at caltech.edu
Michael C. BurlPrincipal Member of Technical Staff, Jet Propulsion LaboratoryVerified email at jpl.nasa.gov
Max WellingProfessor Machine Learning, University of AmsterdamVerified email at uva.nl
Mario E. MunichiRobotVerified email at ieee.org
James HaysGeorgia TechVerified email at gatech.edu
Lihi Zelnik-ManorTechnion - Israel Institute of TechnologyVerified email at ee.technion.ac.il
Grant Van HornCaltechVerified email at caltech.edu
Luis GoncalvesVerified email at vision.caltech.edu
Xavier P. Burgos-ArtizzuTransmural BiotechVerified email at transmuralbiotech.com
C. Lawrence ZitnickFacebook AI ResearchVerified email at fb.com

Pietro Perona

California Institute of Technology

Verified email at caltech.edu - Homepage

Computer Vision Machine Learning Applied Mathematics Neuroscience Psychology


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Scale-space and edge detection using anisotropic diffusion P Perona, J Malik IEEE Transactions on pattern analysis and machine intelligence 12 (7), 629-639, 1990	15217	1990
Microsoft coco: Common objects in context TY Lin, M Maire, S Belongie, J Hays, P Perona, D Ramanan, P Dollár, ... European conference on computer vision, 740-755, 2014	12640	2014
A bayesian hierarchical model for learning natural scene categories L Fei-Fei, P Perona 2005 IEEE Computer Society Conference on Computer Vision and Pattern …, 2005	4427	2005
Contour detection and hierarchical image segmentation P Arbelaez, M Maire, C Fowlkes, J Malik IEEE transactions on pattern analysis and machine intelligence 33 (5), 898-916, 2010	4171	2010
Graph-based visual saliency J Harel, C Koch, P Perona Advances in neural information processing systems, 545-552, 2007	3835	2007
Learning generative visual models from few training examples: An incremental bayesian approach tested on 101 object categories L Fei-Fei, R Fergus, P Perona 2004 conference on computer vision and pattern recognition workshop, 178-178, 2004	3822	2004
Pedestrian detection: An evaluation of the state of the art P Dollar, C Wojek, B Schiele, P Perona IEEE transactions on pattern analysis and machine intelligence 34 (4), 743-761, 2011	2886	2011
Object class recognition by unsupervised scale-invariant learning R Fergus, P Perona, A Zisserman 2003 IEEE Computer Society Conference on Computer Vision and Pattern …, 2003	2829	2003
Self-tuning spectral clustering L Zelnik-Manor, P Perona Advances in neural information processing systems 17, 1601-1608, 2004	2214	2004
Caltech-256 object category dataset G Griffin, A Holub, P Perona California Institute of Technology, 2007	2159	2007
One-shot learning of object categories L Fei-Fei, R Fergus, P Perona IEEE transactions on pattern analysis and machine intelligence 28 (4), 594-611, 2006	1785	2006
Fast feature pyramids for object detection P Dollár, R Appel, S Belongie, P Perona IEEE transactions on pattern analysis and machine intelligence 36 (8), 1532-1545, 2014	1776	2014
The caltech-ucsd birds-200-2011 dataset C Wah, S Branson, P Welinder, P Perona, S Belongie California Institute of Technology, 2011	1456	2011
The caltech-ucsd birds-200-2011 dataset C Wah, S Branson, P Welinder, P Perona, S Belongie California Institute of Technology, 2011	1456	2011
Integral channel features P Dollár, Z Tu, P Perona, S Belongie BMVC Press, 2009	1348	2009
Preattentive texture discrimination with early vision mechanisms J Malik, P Perona JOSA A 7 (5), 923-932, 1990	1268	1990
Pedestrian detection: A benchmark P Dollár, C Wojek, B Schiele, P Perona 2009 IEEE Conference on Computer Vision and Pattern Recognition, 304-311, 2009	1231	2009
Learning object categories from Google's image search R Fergus, L Fei-Fei, P Perona, A Zisserman Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 2 …, 2005	913	2005
Unsupervised learning of models for recognition M Weber, M Welling, P Perona European conference on computer vision, 18-32, 2000	899	2000
Rapid natural scene categorization in the near absence of attention FF Li, R VanRullen, C Koch, P Perona Proceedings of the National Academy of Sciences 99 (14), 9596-9601, 2002	839	2002

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