Matan Sela

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  • Home
  • Conference Publications
  • Journal Publications
  • Technical Reports
  • Patents
  • Teaching
  • Talks
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    • 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

      • 2017 - Hiroshi Fujiwara Cyber Security Research Scholarship.
      • 2017 - CS Seventh Research Day, Technion, 1st Place Award for Poster Presentation. 
      • 2016 - IBM Ph.D. Fellowship.
      • 2016 - CS Sixth Research Day, Technion, 1st Place Award for Poster Presentation. 
      • 2015 - M.Sc. in Electrical Engineering, Cum Laude.
      • 2013 - Wilk Family Award for Excellent Undergraduate Projects.
      • 2012 - B.Sc. in Electrical Engineering , Technion, Cum Laude.
      • 2009 - Intel's Excellent Student Award.
      • 2008-2012 - President’s and Dean’s lists, Technion.

      Contact Details

      Office phone: +972-4-829-4931
      Room number: Taub 435
      E-mail: matansel "at" cs.technion.ac.il

    • Conference Publications

      nrestricted Facial Geometry Reconstruction Using Image-to-Image Translation

      Unrestricted Facial Geometry Reconstruction using Image-to-Image Translation

      M. Sela, E. Richardson, and R. Kimmel

      International Conference on Computer Vision (ICCV) 2017

      [video] [code]

      Learning Detailed Face Reconstruction from a Single Image

      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)

      [video] [sup] [bib]

      3D Face Reconstruction by Learning from Synthetic Data

      3D Face Reconstruction by Learning from Synthetic Data

      E. Richardson, M. Sela, and R. Kimmel

      2016 Fourth International Conference on 3D Vision (3DV)

      [bib]

      Consistent Discretization and Minimization of the L1-Norm on Manifolds

      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)

      [bib] [code]

      Randomized Independent Component Analysis

      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

      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

      M. Sela, Y. Aflalo, and R. Kimmel. Computational caricaturization of surfaces, Computer Vision and Image Understanding 141:1-17, 2015.

      Fast Blended Transformations for Partial Shape Registration

      A. Shtern, M. Sela, and R. Kimmel

      Journal of Mathematical Imaging and Vision

      M. Sela, Y. Aflalo, and R. Kimmel. Computational caricaturization of surfaces, Computer Vision and Image Understanding 141:1-17, 2015.

      Computational Caricaturization of Surfaces

      M. Sela, Y. Aflalo, and R. Kimmel

      Computer Vision and Image Understanding 141:1-17, 2015.

      [bib] [code]

    • Technical Reports

      Customized Facial Constant Positive Air Pressure (CPAP) Masks

      Customized Facial Constant Positive Air Pressure (CPAP) Masks

      M. Sela, N. Toledo, Y. Honen, and R. Kimmel

      Surface Caricaturization

      Surface Caricaturization

      M.Sc. Dissertation

      M. Sela

    • Patents

      Process and system for generating personalized facial masks

      M. Sela, N. Toledo, Y. Honen, and R. Kimmel 20,166,235,4795 2016

      Audio-based Caricature Exaggeration

      M. Sela, Y. Aflalo, R. Kimmel - US Patent 20,150,287,229, 2015

    • Teaching

      Geometric Computer Vision (CS Department, Technion)

      Winter 2017 - Teaching Assistant in Charge

      Winter 2016 - Teaching Assistant in Charge

      Winter 2015 - Teaching Assistant in Charge

      Winter 2014 - Teaching Assistant in Charge

      Digital Image Processing (CS Department, Technion)

      Spring 2014 - Teaching Assistant in Charge

      Introduction to Data Structures and Algorithms (EE Department, Technion)

      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,

      2017 IEEE Conference on Computer Vision and Pattern Recognition, Hawaiian Convention Center, Honolulu, Hawaii - July 25th, 2017

      Face Reconstruction - a Learning Approach

      Google Brain Visual Talks, Mountain View, California - July 12th, 2017

      Learning 3D Face Reconstruction from a Single Image,

      Machine Vision Conference 2017 - New Tech Magazine, The Israel Trade Fairs Center in Tel Aviv, Israel - May 24th, 2017

      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

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