I am an Applied Research Lead at Facebook AI. Before that I was a Principal Scientist at Amazon AWS. I am also affiliated with The Open University of Israel, Department of Mathematics and Computer Science.
My work is mostly related to Machine Learning (Deep Learning), Statistical Pattern Recognition, Computer Vision and Computer Graphics. Much of my work relates to face images and videos, including, in particular, face recognition, attribute prediction, face alignment, and 3D reconstruction of face shapes. I also worked on problems related to human action recognition in videos, dense correspondence estimation, feature representation and matching, text image processing, and more.
Associate editor for IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE-TPAMI), Springer The Visual Computer Journal (TVCJ), and IEEE Transactions on Biometrics, Behavior, and Identity Science (T-BIOM).
Program co-Chair for the IEEE/CVF International Conference on Computer Vision (ICCV), Montreal, CA, 2021, and the IEEE Winter Conf. on Applications of Computer Vision (WACV), Lake Tahoe, NV/CA, USA, 2018.
Events and News
22-October-2019: Area Chair for the European Conference on Computer Vision (ECCV), Glasgow, 2020.
13-September-2019: Area Chair of Multiview Geometry and 3D Computer Vision, for the International Conference on Image Analysis and Processing (ICIAP), Lecce, Italy, 2021
2-September-2019: Tutorial co-Chair for the European Conference on Computer Vision (ECCV), Tel-Aviv, Israel, 2022.
18-August-2019: Senior Program Committee for the AAAI Conference on Artificial Intelligence (AAAI), NYC, NY, USA, 2020.
2-April-2019: Workshop co-Chair for the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, WA, USA, 2020.
17-November-2018: Area Chair for the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, USA, 2019.
6-December-2017: Workshop Chair for the IEEE Winter Conf. on Applications of Computer Vision (WACV), Hilton Waikoloa Village, Hawaii, USA, 2019.
1-December-2017 Excited to announce that Roee Enbar was selected for the 2017 SPS Young Author Best Paper Award by the IEEE Signal Processing Society, for our paper Age and Gender Estimation of Unfiltered Faces. Congratulations Roee on the well-deserved honor!
27-October-2017 Our bid for holding the 2021 IEEE/CVF ICCV in Montreal was approved!
A HUGE thank you to everyone at ICCV’17 who participated and voted for our team. And so I am happy to announce that I will be a Program Co-Chair for the IEEE/CVF International Conference on Computer Vision (ICCV’21), Montreal, CA.
5-April-2017 Program Co-Chair for the IEEE Winter Conf. on Applications of Computer Vision (WACV), Lake Tahoe, NV/CA, USA, 2018.
2-April-2017 Co-organizer of the International Workshop on Cross-domain Human Identification (CHI), held in conjunction with ICCV’17, Venice, Italy.
Biometrics Research Award, awarded by the The Biometric Applications Commissioner, Israeli Prime Minister’s Office
Our LATCH descriptor has won the CVPR 2015, OpenCV State of the Art Vision Challenge, in the Image Registration category. LATCH is now integrated into OpenCV 3.0
Congratulations to Gil Levi, a graduate student at the OpenU computer vision lab, for being awarded the best student project award at the Israel Machine Vision Conference (IMVC) for our project LATCH: Learned Arrangements of Three Patch Codes (PDF, Project and Code)
Invited speaker at the Israel Machine Vision Conference (IMVC), one hour tutorial on “A Short Intro to Deep Learning for Face Recognition”
July 20th - 24th, 2014
Co-organizer of the Schloss Dagstuhl - Leibniz Center for Informatics, Seminar on “Digital Palaeography: New Machines and Old Texts”
Invited speaker at POCV 2014: The Ninth IEEE Computer Society Workshop on Perceptual Organization in Computer Vision, CVPR’14, Columbus, Ohio
Invited speaker at THUMOS: The First International Workshop on Action Recognition with a Large Number of Classes, ICCV’13, Sydney, Australia (Talk video)
Co-organizer of the International Workshop on Action Similarity in Unconstrained Videos (ACTS’13), held in conjunction with CVPR’13, Portland, Oregon
Co-organizer of the OpenU Symposium on Biometrics for Recognition: Science, Technology, and Society. Videos lectures are available online. (Hebrew)
September 19th - 21st, 2012
Co-organizer of the Schloss Dagstuhl - Leibniz Center for Informatics, Perspective Workshop on “Computation and Palaeography: Potentials and Limits”