Aswin C Sankaranarayanan



Contact Information

Mail
Centre for Automation Research
A. V. Williams Building, Room 4455
Univ. of Maryland
College Park, MD 20741
Phone: (301) 405-1752
Fax: (301) 314-9115
E-mail:aswch {AT} umiacs.umd.edu

Research

I am a PhD candidate at the ECE department. My research focus has been in statistics and geometry, applied towards problems in computer vision, especially those that arise in visual tracking. I also fiddle around with ideas in control theory. I work at the Center for Automation Research with Prof. Rama Chellappa.

A summary of my research and projects I have worked on can be found here.

Here is a link to some group lunch pictures

Publications

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Journals
[TIP2008] A. C. Sankaranarayanan, A. Srivastava and R. Chellappa, Algorithmic and Architectural Optimizations for Computationally Efficient Particle Filtering IEEE Transactions on Image Processing to appear in 2008.
[TMM2007]V. Cevher, A. C. Sankaranarayanan, J. H. McClellan and R. Chellappa., Target Tracking using a Joint Acoustic Video System, IEEE Transactions on Multimedia. vol. 9, pp. 715-727, June 2007.
[PIEEE*]R. Chellappa, A. C. Sankaranarayanan and A. Veeraraghvan, Distributed Detection, Tracking and Recognition using a Network of Video Cameras Invited paper, Proceedings of IEEE, (under review)
[TPAMI*]A. C. Sankaranarayanan and R. Chellappa, Statistical Estimation under Projective Transformations: Theory and Applications in Multi-view Problems, IEEE Transactions on Pattern Analysis and Machine Intelligence (under review).
Conferences:
[MOTION08] A. C. Sankaranarayanan and R. Chellappa, Optimal multi-view fusion of object locations IEEE Workshop on Motion and Video computing, Jan 9, 2008.
[ICCV07] W. Hao, R. Chellappa, A. C. Sankaranarayanan and S. K. Zhou, Robust visual tracking using the time-reversibility constraint ICCV 2007, Oct 14-20, 2007.
[CVPR07] W. Hao, A. C. Sankaranarayanan and R. Chellappa, In situ evaluation of tracking algorithms using time reversed chain. CVPR 2007, June 18 - 23, 2007.
[ICASSP07]V. Cevher, F. Guo, A. C. Sankaranarayanan, and R. Chellappa,Joint acoustic-video fingerprinting of vehicles, part II, ICASSP 2007, Honolulu, Hawaii, 15-20 April 2007.
[ICCD2005]     A. C. Sankaranarayanan, R. Chellappa and A. Srivastava. , Algorithmic and Architectural Design Methodology for Particle Filters in Hardware, ICCD 2005.
[ICIP2005]     A. C. Sankaranarayanan, R. Chellappa and Q. Zheng, Tracking Objects in Video Using Motion and Appearance Models, ICIP 2005.

Courses

Spring 2007Fall 2006
Stochastic Control
Spring 2006Fall 2005
Optimal ControlAdaptive Control
Geometric Methods in Control and Information
Spring 2005Fall 2004
Non-linear Control Theory Image Understanding
Mathematical Statistics II Mathematical Statistics I
                 Linear System theory
Spring 2004
Medical Image Processing Fall 2003
Digital Image ProcessingStatistical and Neural Signal Processing
Estimation and Detection Theory Probability and Random Processes
AdvancedDigital Signal Processing

Teaching

  • Teaching Fellow: ENEE731: Image Understanding (Fall 2006)
  • Teaching Fellow: ENEE 633/ CMSC 828C Statistical and Neural Pattern Recognition(Fall 2005)
  • Unofficial TA: ENEE 631: Digital Image Processing (Spring 2005)
  • Web Admin :-) ENEE 731: Image Understanding (Fall 2004)

    Live each day quietly
    .. turn sadness to kindness, your uniqueness into strength ...

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