Abhishek Kumar

M.A.Sc.

a42kumar@uwaterloo.ca

Short biography

Abhishek KumarI received my B.Tech. degree in Aerospace Engineering from IIT Kharagpur (India). After that I worked for six years in the field of Car tracking, Human detection, Online handwriting recognition in start-up companies around India. My objective in completing my MASc is to get better insight in the various challenging but practical problems in the field of machine vision.

Supervisors

David A. ClausiPaul Fieguth

Research interests

My research interests are in the field of pattern recognition, robotics, and computer vision. My interests particularly revolve around practical applications like surveillance and object tracking.

Research topics

Computer Vision

Video Analysis

Publications

Books

Wong, A., J. Wallace, A. Lee, X. Wang, V. Cheung, and A. KumarData Structures and Algorithms in a Nutshell: University of Waterloo, pp. 200, 2012. Details

Journal articles

Kumar, A.F. TungA. Wong, and D. A. Clausi, "A decoupled approach to illumination-robust optical flow estimationpdf",IEEE Transactions on Image Processing, 2013. Details

Conference papers

Kumar, A.A. WongD. A. Clausi, and P. Fieguth, "Multi-scale tensor vector field active contourpdf", IEEE Conference on Image Processing, 2012. Details

 Kumar, A.A. WongA. MishraD. A. Clausi, and P. Fieguth, "Tensor vector field based active contourspdf", 18th IEEE International Conference on Image Processing (ICIP 2011), Brussels, Belgium, September, 2011. Details

Theses

Kumar, A, Panic Detection in Human Crowds using Sparse Codingpdf, Waterloo, University of Waterloo, August, 2012. Details

Affiliation: 
University of Waterloo

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