Stefano Soatto

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Paolo FavaroProfessor of Computer Vision, University of BernVerified email at iam.unibe.ch
Anthony YezziProfessor of Electrical and Computer Engineering, Georgia TechVerified email at ece.gatech.edu
Yi Ma (马毅)Professor of EECS, University of California, BerkeleyVerified email at eecs.berkeley.edu
Pietro PeronaCalifornia Institute of TechnologyVerified email at caltech.edu
Alessandro ChiusoProfessor of Automatic Control, University of PadovaVerified email at dei.unipd.it
Hailin JinSenior Principal Scientist, Adobe ResearchVerified email at adobe.com
Shankar SastryUniversity of CaliforniaVerified email at berkeley.edu
Alessandro AchilleApplied Scientist, Amazon Web Services and CaltechVerified email at caltech.edu
Jana KoseckaGeorge Mason UniversityVerified email at gmu.edu
Andrea VedaldiUniversity of OxfordVerified email at robots.ox.ac.uk
Gianfranco DorettoAssociate Professor of Computer Science and Electrical Engineering, West Virginia UniversityVerified email at mail.wvu.edu
Avinash RavichandranAWSVerified email at cis.jhu.edu
Daniel CremersTechnical University of MunichVerified email at tum.de
Rene VidalMINDS Director & Seder Professor at Johns Hopkins University, Amazon Scholar, NORCE Chief ScientistVerified email at jhu.edu
Byung-Woo HongChung-Ang University, Seoul, KoreaVerified email at cau.ac.kr
Pratik ChaudhariUniversity of PennsylvaniaVerified email at seas.upenn.edu
Brian FulkersonVerified email at cs.ucla.edu
Ying Nian WuUCLA Department of StatisticsVerified email at stat.ucla.edu
Michalis RaptisSoftware Engineer at GoogleVerified email at cs.ucla.edu
Alper AyvaciSoftware Engineer, Self-Driving Cars, WaymoVerified email at waymo.com

Stefano Soatto

Professor of Computer Science, UCLA

Verified email at ucla.edu - Homepage

Computer Vision Machine Learning Artificial Intelligence Robotics Augmented Reality


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An invitation to 3-d vision Y Ma, S Soatto, J Kosecka, S Sastry Springer Verlag, 2004	2517*	2004
An invitation to 3-d vision: from images to geometric models Y Ma, S Soatto, J Kosecka, SS Sastry Springer Science & Business Media, 2012	2399	2012
Dynamic textures G Doretto, A Chiuso, YN Wu, S Soatto International Journal of Computer Vision, 2003, 2003	1104	2003
Quick shift and kernel methods for mode seeking A Vedaldi, S Soatto European conference on computer vision, 705-718, 2008	859	2008
Class segmentation and object localization with superpixel neighborhoods B Fulkerson, A Vedaldi, S Soatto 2009 IEEE 12th international conference on computer vision, 670-677, 2009	822	2009
Kernel density estimation and intrinsic alignment for shape priors in level set segmentation D Cremers, SJ Osher, S Soatto International journal of computer vision 69 (3), 335-351, 2006	447	2006
Visual-inertial navigation, mapping and localization: A scalable real-time causal approach ES Jones, S Soatto The International Journal of Robotics Research 30 (4), 407-430, 2011	446	2011
Structure from motion causally integrated over time A Chiuso, P Favaro, H Jin, S Soatto IEEE transactions on pattern analysis and machine intelligence 24 (4), 523-535, 2002	408	2002
Dynamic texture recognition P Saisan, G Doretto, YN Wu, S Soatto Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision …, 2001	400	2001
Entropy-sgd: Biasing gradient descent into wide valleys P Chaudhari, A Choromanska, S Soatto, Y LeCun, C Baldassi, C Borgs, ... Proc. of the Intl. Conf. on Learning Representations (ICLR), 2017	377	2017
Motion estimation via dynamic vision S Soatto, R Frezza, P Perona IEEE Transactions on Automatic Control 41 (3), 393-413, 1996	373	1996
An algebraic geometric approach to the identification of a class of linear hybrid systems R Vidal, S Soatto, Y Ma, S Sastry 42nd IEEE International Conference on Decision and Control (IEEE Cat. No …, 2003	370	2003
Dynamic textures S Soatto, G Doretto, YN Wu Proceedings Eighth IEEE International Conference on Computer Vision. ICCV …, 2001	367	2001
A geometric approach to shape from defocus P Favaro, S Soatto IEEE Transactions on Pattern Analysis and Machine Intelligence 27 (3), 406-417, 2005	335	2005
Motion competition: A variational approach to piecewise parametric motion segmentation D Cremers, S Soatto International Journal of Computer Vision 62 (3), 249-265, 2005	332	2005
Integral invariants for shape matching S Manay, D Cremers, BW Hong, AJ Yezzi, S Soatto IEEE Transactions on pattern analysis and machine intelligence 28 (10), 1602 …, 2006	309	2006
Meta-learning with differentiable convex optimization K Lee, S Maji, A Ravichandran, S Soatto Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019	308	2019
Observability of linear hybrid systems R Vidal, A Chiuso, S Soatto, S Sastry International Workshop on Hybrid Systems: Computation and Control, 526-539, 2003	298	2003
Discovering discriminative action parts from mid-level video representations M Raptis, I Kokkinos, S Soatto 2012 IEEE conference on computer vision and pattern recognition, 1242-1249, 2012	268	2012
Real-time feature tracking and outlier rejection with changes in illumination H Jin, P Favaro, S Soatto Proceedings Eighth IEEE International Conference on Computer Vision. ICCV …, 2001	249	2001

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