Mathieu Salzmann

Mathieu Salzmann

Senior Researcher


Research Interests

Computer vision: 3D reconstruction, visual recognition, Riemannian geometry.


    • I will be starting as a Research Associate at EPFL in July 2015
    • 1 paper accepted to IV 2015
    • 3 papers accepted to CVPR 2015
    • 1 paper accepted to PAMI
    • 1 paper accepted to ISBI 2015
    • We received the Best Student Paper Award at ICIP 2014
    • 2 papers accepted to WACV 2015
    • 6 papers accepted to ECCV 2014
    • We are organizing the Second Workshop on Computer Vision for Road Scene Understanding and Autonomous Driving in conjunction with ECCV 2014

Data and Code


I am a Senior Researcher and Research Leader in NICTA’s computer vision research group. Prior to this, from Sept. 2010 to Jan 2012, I was a Research Assistant Professor at TTI-Chicago, and, from Feb. 2009 to Aug. 2010, a postdoctoral fellow at ICSI and EECS at UC Berkeley under the supervision of Prof. Trevor Darrell. I obtained my PhD in Jan. 2009 from EPFL under the supervision of Prof. Pascal Fua.


Conference Papers

Journal Papers


    • A. Varol, M. Salzmann, P. Fua and R. Urtasun
      Constrained Regression for 3D Pose Estimation
      Learning Workshop (Snowbird), April 2011.
    • M. Salzmann, C. H. Ek, R. Urtasun and T. Darrell
      FOLS: Factorized Orthogonal Latent Spaces (oral)
      Learning Workshop (Snowbird), April 2010.
    • M. Salzmann and R. Urtasun
      A Constrained Combination of Discriminative and Generative Methods
      Learning Workshop (Snowbird), April 2010.

Technical Reports

Ph.D Thesis

All Publications