Matan Sela
Ph.D. candidate in Computer Science,
Technion - Israel Institute of Technology
Short Bio.
Matan is a Ph.D. in Computer Science, He co-founded Deeper Labs at 2018. Matan received his Ph.D. from the Technion where he was advised by Prof. Ron Kimmel. He was a Research Intern at Google, Mountain View, during summer 2017. Previously, he received B.Sc. (cum laude) and M.Sc. (cum laude) degrees in Electrical Engineering from the Technion–Israel Institute of Technology, in 2012 and 2015, respectively and worked at Intel Corporation for 3 years.
Awards
Contact Details
Office phone: +972-4-829-4931
Room number: Taub 435
E-mail: matansel "at" cs.technion.ac.il
Conference Publications
Unrestricted Facial Geometry Reconstruction using Image-to-Image Translation
M. Sela, E. Richardson, and R. Kimmel
International Conference on Computer Vision (ICCV) 2017
Learning Detailed Face Reconstruction from a Single Image
E. Richardson, M. Sela, R. Or-El, and R. Kimmel
2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR - oral presentation - 2.65% acceptance rate)
3D Face Reconstruction by Learning from Synthetic Data
E. Richardson, M. Sela, and R. Kimmel
2016 Fourth International Conference on 3D Vision (3DV)
Consistent Discretization and Minimization of the L1-Norm on Manifolds
A. Bronstein, Y. Choukroun, R. Kimmel, and M. Sela
2016 Fourth International Conference on 3D Vision (3DV)
Randomized Independent Component Analysis
M. Sela, and R. Kimmel
2016 IEEE International Conference on the Science of Electrical Engineering (ICSEE)
Improving 3D Facial Action Unit Detection with Intrinsic Normalization
E. Yudin, A. Wetzler, M. Sela, and R. Kimmel
Proceedings of the 1st International Workshop on DIFFerential Geometry in Computer Vision for Analysis of Shapes, Images and Trajectories (DIFF-CV 2015)
Journal Publications
Fast Blended Transformations for Partial Shape Registration
A. Shtern, M. Sela, and R. Kimmel
Journal of Mathematical Imaging and Vision
Computational Caricaturization of Surfaces
M. Sela, Y. Aflalo, and R. Kimmel
Computer Vision and Image Understanding 141:1-17, 2015.
Technical Reports
Customized Facial Constant Positive Air Pressure (CPAP) Masks
M. Sela, N. Toledo, Y. Honen, and R. Kimmel
Patents
Process and system for generating personalized facial masks
M. Sela, N. Toledo, Y. Honen, and R. Kimmel 20,166,235,4795 2016
Teaching
Winter 2017 - Teaching Assistant in Charge
Winter 2016 - Teaching Assistant in Charge
Winter 2015 - Teaching Assistant in Charge
Winter 2014 - Teaching Assistant in Charge
Spring 2014 - Teaching Assistant in Charge
Spring 2014 - Teaching Assistant
Winter 2013 - Teaching Assistant
Spring 2013 - Teaching Assistant in Charge
Winter 2012 - Teaching Assistant
Talks
Deep Semi-supervised 3D Face Reconstruction
The Computer Vision Seminar, The Hebrew University of Jerusalem, Israel - November 19th, 2017
Invited Talk: Facial Geometry Reconstruction: from Axiomatic to Learning Methodologies
ICCV2017 Workshop on Image-based Modeling of Articulated and Deformable Objects - October 28th, 2017
3D Face Reconstruction from a Selfie via Deep Learning,
Haifa Machine Learning Group Meetup, Philips, Haifa, Israel - October 15th, 2017
A Deep Learning Approach for Face Reconstruction,
Stanford Vision and Learning Laboratory, Gates Building 219, Stanford University - August 14th, 2017
Learning Detailed Face Reconstruction from a Single Image,
Google Brain Visual Talks, Mountain View, California - July 12th, 2017
Learning 3D Face Reconstruction from a Single Image,
Face Reconstruction - A Deep Learning Approach,
Advanced Seminar in Computer Graphics, Winter 2016-2017, Tel Aviv University, Israel - December 27th, 2016
Shape Exaggeration and Auto-Caricaturization,
Israel Computer Vision Day 2014, IDC Herzliya, Israel - December 21st, 2014
Shape Exaggeration: Isometric Invariant Perspective,
Israel Computer Graphics Day 2014, Weizmann Institute of Science, Israel - June 13th, 2014
Copyright © 2015 Matan Sela