Mehrsan Javan Roshtkhari

PhD. CIM, McGill University

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Overview_BMVC Z. Deng, M. Zhai, L. Chen, Y. Liu, S. Muralidharan, M. J. Roshtkhari, and G. Mori, “Deep Structured Models For Group Activity Recognition”, British Machine Vision Conference (BMVC), 2015. [one page abstract] [pdf]
Overview_CVPRW M. Khodabandeh, A. Vahdat, G.-T. Zhou, H. Hajimirsadeghi, M. Roshtkhari, G. Mori, and S. Se, “Discovering Human Interactions in Videos with Limited Data Labeling”, Workshop on Group and Crowd Behavior Analysis and Understanding (at CVPR), 2015. [pdf]
Overview_BMVC M. Javan Roshtkhari and M. D. Levine, “Multiple Object Tracking Using Local Motion Patterns”, British Machine Vision Conference (BMVC), 2014. [one page abstract] [pdf] [project page] [poster]
Overview_IMAVIS M. Javan Roshtkhari and M. D. Levine, “Human Activity Recognition in Videos Using a Single Example”, Image and Vision Computing,   Vol. 31, pp. 864-876, 2013. [pdf] [project page] [url]
Abnormality_detection_CVIU M. Javan Roshtkhari and M. D. Levine, “An on-line, real-time learning method for detecting anomalies in videos using spatio-temporal compositions”, Computer Vision and Image Understanding, Vol. 117, pp. 1436-1452, 2013.  [pdf] [project page] [videos] [url]
Dominant_behavior_Understanding M. Javan Roshtkhari, M. D. Levine, “Online Dominant and Anomalous Behavior Detection in Videos”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2013. [pdf] [project page] [poster] [videos] [url]
PMSM_fault_TIE
B. M. Ebrahimi, M. Javan Roshtkhari, J. Faiz, S. Khatami, “Advanced Eccentricity Fault Recognition in Permanent Magnet Synchronous Motors using Stator Current Signature Analysis”, IEEE Transactions on Industrial Electronics, 2013 (DOI: 10.1109/TIE.2013.2263777). [pdf] [project page] [url]
Overview.jpg M. Javan Roshtkhari, M. D. Levine, “A Multi-Scale Hierarchical Codebook Method for Human Action Recognition in Videos Using a Single Example”, The 9th Conference on Computer and Robot Vision (CRV 2012), May 2012, Toronto, Ontario, Canada. [pdf] [project page] [presentation] [url]
BELBIC M. Javan Roshtkhari, A. Arami, C. Lucas, “Imitative Learning Based Emotional Controller for Unknown Systems with Unstable Equilibrium”, International Journal of Intelligent Computing and Cybernetics. Vol. 2, pp. 334-359, 2010. [pdf] [project page] [url]
G-banded Chromosomes M. Javan Roshtkhari and S. K. Setarehdan, “A Novel Algorithm for Straightening Highly Curved Images of Human Chromosome”, Pattern Recognition Letters, Vol. 29, pp. 1208-17, 2008. [pdf] [project page] [url]
Mixed_faults_TIE
B. M. Ebrahimi, J. Faiz, M. Javan Roshtkhari, “Static-, Dynamic-, and Mixed-Eccentricity Fault Diagnosis in Permanent Magnet Synchronous Motors”, IEEE Transactions on Industrial Electronics, Vol. 56, pp. 4727-39, 2009. [pdf] [project page] [url]
PMSM_Fault_Magnetics
B. M. Ebrahimi, J. Faiz, M. Javan Roshtkhari and A. Zargham Nejhad “Static Eccentricity Fault Diagnosis in Permanent Magnet Synchronous Motor using Time Stepping Finite Element Method”, IEEE Transaction on Magnetics. Vol. 44, Issue: 11, Part 2, pp. 4297-300, 2008. [pdf] [project page] [url]
BELBIC
M. Javan Roshtkhari, A. Arami, C. Lucas, “Emotional Control of Inverted Pendulum System, A soft switching from Imitative to emotional learning” The 4th International Conference on Autonomous Robots and Agents (ICARA 09), February 2009, Wellington, New Zealand. [pdf] [project page] [url]
Kryotyping M. Javan Roshtkhari and S. K. Setarehdan, “Linear Discriminant Analysis of the Wavelet Domain Features for Automatic Classification of Human Chromosomes”, 9th International International Conference on Signal Processing (ICSP 08), October 2008, Beijing, China. [pdf] [project page] [url]
BELBIC
A. Arami, M. Javan Roshtkhari and C. Lucas, “A Fast Model Free Intelligent Controller Based on Fused Emotions: A Practical Case Implementation”, Presented at the 16th Mediterranean Conference on Control and Automation (MED08), June 2008, Corsica, France. [pdf] [project page] [url]

THESIS
PhD Thesis: Visual Event Description in Videos - 2014, McGill University [pdf] [presentation]