Abhinav Gupta
 agupta [at] cs.umd.edu
Graduate Research Assistant
Computer Vision Laboratory
University of Maryland- College Park
 
 
 



• About me
• Resume
• Research/Publications
• Downloads (Datasets/Code)
• Links
About Me

I am a fourth year PhD student in the Department of Computer Science at Univ. of Maryland working with Prof. Larry Davis. I received my B.Tech in Computer Science from IIT Kanpur in 2004.

My research interests include:

  • Computer Vision: Semantic Interpretation of Videos by interlinking Object Perception and Human Action Understanding, Human Pose Estimation, Camera Networks and Sensor Selection in Camera Networks.
  • Machine Learning: Bayesian Networks and Belief Propagation, Non-Linear Dimensionality Reduction techniques and Combining Discriminative and Generative Approaches.
Resume/CV

 Resume (pdf) (ps) (html)
Research/Publications*
 

Journal

  • Abhinav Gupta, Anurag Mittal and Larry S. Davis, Constraint Integration for Efficient Multiview Pose Estimation with Self-Occlusions, IEEE Transactions on Pattern Analysis and Machine Intelligence, 30(3), March 2008, pp. 493-506.  (PDF)

Conference

  • Abhinav Gupta, Trista Chen, Francine Chen, Don Kimber and Larry S. Davis, Context and Observation Driven Latent Variable Model for Human Pose Estimation, Accepted in CVPR 2008. (PDF)
  • Abhinav Gupta, Anurag Mittal and Larry S. Davis, COST*: An Approach for Camera Selection and Multi-Object Inference Ordering in Dynamic Scenes, In ICCV 2007 (PDF)
  • Abhinav Gupta and Larry S. Davis, Objects in Action:An Approach for Combining Action Understanding and Object Perception, In CVPR 2007 (PDF)
  • Abhinav Gupta, Anurag Mittal and Larry S. Davis, Constraint Integration for Multiview Pose Estimation of Humans with Self-Occlusions, 3DPVT 2006 (PDF)
  • Abhinav Gupta, V. Shiv Naga Prasad and Larry S. Davis, Extracting Regions of Symmetry, 133-136, ICIP 2005, Genova, Italy (PDF)
  • Ashutosh Saxena, Abhinav Gupta and Amitabha Mukerjee, Non-Linear Dimensionality Reduction by Locally Linear Isomaps, ICONIP 2004, Published in Lecture Notes in Computer Science (PDF)
  • Abhinav Gupta and Phalguni Gupta, Watermarking of MPEG-4 Videos, ICBA 2004, Published in Lecture Notes in Computer Science, July 2004 (PDF)

Others

  • P. Guha, A. Gupta, KS Venkatesh and A. Mukerjee, Prahari: An Automated Video Surveillance System, Intelligent Signal Processing and Robotics (ISPR), Feb 2004
  • Abhinav Gupta and Amitabha Mukerjee, Prahari: A surveillance system with Human activity recognition, Pattern Recognition and Information Processing (PRIP), May 2003.
  • Manav R. Mital, K Vikram, Abhinav Gupta and Dheeraj Sanghi, Ulysses : A new approach to maintaining Connectivity, Information Technology: Prospects and Challenges (ITPC), May 2003

Patents

  • Abhinav Gupta, Trista Chen, Francine Chen and Don Kimber, Human Pose Estimation, Patent Filed Dec 2007.
Downloads (Datasets)**

The following datasets can be for non-commercial research and educational purposes. Please cite the appropriate references when using the dataset in your research papers.

Please Register for the dataset first. The login and password will be displayed upon registration.

Multiple Person Tracking Datasets
This dataset has been used in M2Tracker, ICCV 2007, PAMI 2007 paper. It consist of videos consisting of 3, 4, 5 and 6 people in a scene. The dataset is available from 15cameras and calibration information is also provided.

Human-Object Interaction Dataset
This datasets consist of 10 subjects performing six activities. The dataset has been using in our CVPR 2007 paper.

Links
 

Research
Computer Vision Home Page
Computer Vision Conferences
Group Page

Interesting
Restaurant Reviews and Food Recipes

Personal - My Friends
Swati Jarial
Anuj Rawat 
Srikanth Vishnubhotla
Aniruddha Kembhavi
Vlad Morariu
Pavan Kumar Turaga 

*Disclaimer: These documents are made available as a means to ensure timely dissemination of scholarly and technical work on a non-commercial basis. Copyright and all rights therein are maintained by the authors or by other copyright holders, notwithstanding that they have offered their works here electronically. It is understood that all persons copying this information will adhere to the terms and constraints invoked by each copyright holder. These works may not be reposted without the explicit permission of the copyright holder.

**The Downloads may not be complete as of yet. Please contact Abhinav Gupta for more information about the datasets.
Copyright © 2007 Abhinav Gupta. All Rights Reserved.
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