1. Mohammad Rouhani, PhD
Computer Vision Researcher
Morpheo team, INRIA Rhone-Alpes
38334 Grenoble, France
T (+33)45 6527136
H (+33)78 225 25 63
B mohammad.rouhani@inria.fr
Í www.cvpr3D.com
Research Interest
3D Computer Vision:, Surface reconstruction, deformation modeling, surface/volume registration,
geometry processing, motion capture, 3D pose estimation, random forests.
Work Experience
2013–2014 Postdoc Researcher, Morpheo team, INRIA Rhone-Alpes, Grenoble, France.
(3D Motion Tracking, Optimal Transport, Voluemetric Deformation)
2012–2013 Research Associate, Computer Vision and Learning, Imperial College, London, UK.
(Random Forest, 3D Pose Estimation, Multi-class Object Detection)
2010–2010 Research stay, Geometric Modeling Group at TU Wien, Vienna, Austria.
2008–2012 Research Engineer, Computer Vision Center, UAB, Barcelona, Spain.
(Surface Reconstruction, Non-Rigid Registration, Deformation Modeling)
2006–2008 University Lecturer, Shomal University & Azad University, Amol, Iran.
(Algorithm Design, Image Processing, Computer Graphics, Discrete Mathematics, Matlab, C++).
2004–2006 Research Engineer, Image Processing Lab, Sharif University, Tehran, Iran.
Education
2009 – 2012 PhD in Computer Science, UAB (Universitat Autonoma de Barcelona), Spain.
2008 – 2009 MSc. in Computer Vision and Artificial Intelligence, UAB, Barcelona, Spain.
2003 – 2006 MSc. in Applied Mathematics, Sharif University of Technology, Tehran, Iran.
3rd Rank, among 5100 applicants, for the national enterance exam.
Publications
Journals IEEETransactions on Image Processing (TIP); (2012, 2013, 2014).
Conferences CVPR (2010), ICCV (2011), ICIP (2009-11), ECCV (2012), 3DV (2014).
Codes/Softwares
Released Codes
cvpr3D.com Implicit B-Spline for Surface Reconstruction, (in Matlab).
cvpr3D.com Rigid Registration using Implicit Interfaces, (in Matlab).
cvpr3D.com SDM-FFD: A Novel Non-Rigid Registration method, (in Matlab).
Programming Skills
Languages C++, Pascal, Delphi, Lisp.
Softwares Matlab, Latex, Maple, Mathematica..
Libraries OpenGL, OpenCV.
Languages
English, Persian, Fluent.
Spanish, French, Pre-Intermediate (A2).
References
Available upon request.
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2. Publications
Journals
2014 Rouhani M. and Sappa A. and Boyer E., "Implicit B-Spline Surface Reconstruction", IEEE
Transactions on Image Processing, TIP’14 (submitted).
2013 Rouhani M. and Sappa A., "The Richer Representation the Better Registration", IEEE Transactions
on Image Processing, TIP’13, December 2013, volume 22(12), pp 5036-5049 .
2012 Rouhani M. and Sappa A., "Implicit Polynomial Representation through a Fast Fitting Error
Estimation", IEEE Transactions on Image Processing, TIP’12, April 2012, volume 21(4), pp
2089-2098.
Conferences
2014 Rouhani M., Sappa A. and Boyer E., "Non-Rigid Registration meets Surface Reconstruction",
International Conference on 3D Vision (3DV’14), Tokyo, Japan.
2012 Rouhani M. and Sappa A., "Non-Rigid Shape Registration: A Single Linear Least Squares
Framework", European Conference on Computer Vision (ECCV’12), Firenze, Italy.
2011 Rouhani M. and Sappa A., "Correspondence Free Registration through a Point-to-Model Distance
Minimization", IEEE International Conference on Computer Vision (ICCV’11), Barcelona, Spain.
2011 Rouhani M. and Sappa A., "Implicit B-spline fitting using the 3L algorithm", IEEE International
Conference on Image Processing (ICIP’11), Brussels, Belgium.
2010 Rouhani M. and Sappa A., "A Fast Implicit Polynomial Fitting Approach", IEEE International
Conference on Image Processing (ICIP’10), Hong Kong, Hong Kong.
2010 Rouhani M. and Sappa A., "Relaxing the 3L Algorithm for an Accurate Implicit Polynomial
Fitting", IEEE International Conference on Computer Vision and Pattern Recognition (CVPR’10),
San Francisco, USA.
2009 Rouhani M. and Sappa A., "Efficient Distance Estimation for Fitting Implicit Quadric Surfaces",
IEEE International Conference on Image Processing (ICIP’09), Cairo, Egypt.
2009 Rastegari M., Rouhani M., Gheissari N., Pedram M., "Cartoon Motion Capturing and Re-targeting
by Rigid Shape Manipulation", Digital Image Computing, Techniques and Application
(DICTA’09), Melbourne, Australia.
2009 Rouhani M. and Sappa A., "A Novel Approach to Geometric Fitting of Implicit Quadrics", IEEE
International Conference on Advanced Concepts for Intelligent Vision Systems (Acivs’09), Bordeaux,
France.
Thesises
2012 PhD: Shape Representation and Registration using Implicit Functions (with honors)
2009 MSc: 3D data fitting and tracking for real time applications (excellent)
2006 MSc: Applying prior knowledge in edge-based & region-based Active Contour Model
Book (Chapter)
2012 Sappa A., Geronimo D., Dornaika F., Rouhani M. and Lopez A, "Moving object detection
from mobile platforms using stereo data registration", Computational Intelligence paradigms in
advanced pattern classification, pp 25-37, Springer-Verlag.
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