Senior Researcher

Tower A, 7 London Circuit
Canberra ACT 2601

mehrtash (döt) harandi (ät) data61 (döt) csiro (döt) au

About me

I am a member of the Machine Learning Research Group (MLRG) in Data61-CSIRO and a senior adjunct lecturer at ANU, working with prof. Richard Nockprof. Richard Hartley, prof. Fatih Porikli, Dr. Mathieu Salzmann, Dr. Basura Fernando and Dr. Anoop Cherian.
I am interested in various aspects of learning, especially with a flavor of visual data. I regularly review papers for top international conferences (e.g. CVPR, ICCV, NIPS, ECCV, ACCV) and journals (e.g. IEEE TPAMI, IJCV, IEEE TIP, IEEE TNNLS, Pattern Recognition).


  1. Masoud Faraki, PhD Student (2014 - Present)
  2. Samitha Herath, PhD Student (2016 - Present)
  3. Soumava Kumar Roy, PhD Student (2016 - Present)


  1. Engineering Data Analytics -  Australian National University (ANU) 2016, 2017 
  2. Individual Project -  Australian National University (ANU) 2015
  3. Signal & Image Processing II - University of Queensland (2010-2012)


  • 2 papers accepted to CVPR'17.
  • Our paper "Dimensionality Reduction on SPD Manifolds: The Emergence of Geometry-Aware Methods" is accepted by TPAMI.
  • Our survey on action recognition ( is accepted to Image and Vision Computing.
  • Serving as an Area Chair for WACV 2017.
  • Our paper "Distribution-Matching Embedding for Visual Domain Adaptation" is accepted by JMLR.