Matan Sela
I obtained my Ph.D. from
The Taub Faculty of Computer Science at the
Technion - Israel Institute of Technology in 2018, where I researched the field of Geometric Computer Vision
under the supervision of Prof. Ron Kimmel.
I also earned a B.Sc. and a M.Sc. degrees (both cum laude) from
The Andrew and Erna Viterbi Faculty of Electrical Engineering at the
Technion - Israel Institute of Technology in 2012 and 2015, respectively.
My research area lies at the intersection of computer vision, machine learning
and computer graphics with emphasis on geometric
structure understanding.
Publications and Projects
Specular-to-Diffuse Translation
for Multi-View Reconstruction
S. Wu, H. Huang, T. Portenier, M. Sela, D. Cohen-Or, R. Kimmel, M. Zwicker
European Conference on Computer Vision (ECCV) 2018
GazeGAN - Unpaired Adversarial Image Generation for Gaze Estimation (2017)
M. Sela, P. Xu, J. He, V. Navalpakkam, D. Lagun
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. Kimmel2016 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* and R. Kimmel
2016 Fourth International Conference on 3D Vision (3DV)
Randomized Independent Component Analysis (2016)
M. Sela*and R. Kimmel
2016 Fourth International Conference on 3D Vision (3DV)
2016 IEEE International Conference on the Science of Electrical Engineering (ICSEE)
Fast Blended Transformations for Partial Shape Registration (2016)
A. Shtern*, M. Sela* and R. Kimmel
Journal of Mathematical Imaging and Vision
Customized Facial Constant Positive Air Pressure (CPAP) Masks(2015)
M. Sela, N. Toledo, Y. Honen, and R. Kimmel
2016 Fourth International Conference on 3D Vision (3DV)
Improving 3D Facial Action Unit Detection with Intrinsic Normalization(2015)
E. Yudin, A. Wetzler, 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)
Audio-Based Caricature Exaggeration (2015)
M. SelaY. Aflalo, and R. Kimmel
Computational Caricaturization of Surfaces(2015)
M. Sela, Y. Aflalo, and R. Kimmel
Computer Vision and Image Understanding 141:1-17, 2015.
Audio-Based Caricature Exaggeration (2015)
Undergraduate Project, SIPL, Technion, 2012
O. Geva*, M. SelaY. Moshe
Teaching
Winter 2016 - Teaching Assistant and Course Director
Winter 2015 - Teaching Assistant and Course Director
Winter 2014 - Teaching Assistant and Course Director
Spring 2014 - Teaching Assistant and Course Director
Winter 2013 - Teaching Assistant
Spring 2013 - Teaching Assistant and Course Director
Winter 2012 - Teaching Assistant