Vivek Kumar Singh
Ph.D. Candidate (Fall 2005 - )
Computer Vision Group, Computer Science, IRIS
University of Southern California
Los Angeles
Email:

Advisor: Dr. Ram Nevatia
Research Interests: Computer Vision, Machine Learning, Optimization
Thesis Topic: Monocular Human Pose Tracking and Action Recognition in Dynamic Environments
Update: Thesis defended on 04/28/2011
Update: Joining Siemens Corporate Research in Princeton as a Research Scientist (August 2011)

Publications

  1. Vivek Kumar Singh, Ram Nevatia, Action Recognition in Cluttered Dynamic Scenes using Pose-Specific Part Models
    ICCV 2011 [pdf]

  2. Vivek Kumar Singh, Ram Nevatia, Human Action Recognition using a Dynamic Bayesian Action Network with 2D Part Models
    ICVGIP 2010 (Oral) [pdf]

  3. Vivek Kumar Singh, Ram Nevatia, Chang Huang, Efficient Inference with Multiple Heterogeneous Part Detectors for Human Pose Estimation
    ECCV 2010 [pdf]

  4. Vivek Kumar Singh, Furqan M Khan, Ram Nevatia, Multiple Pose Context Trees for estimating Human Pose in Object Context
    Structured Models in Computer Vision, in conjunction with CVPR 2010 [pdf] [ppt] (Best Paper Award)

  5. Pradeep Natarajan, Vivek Kumar Singh, Ram Nevatia, Learning 3D Action Models form a few 2D videos for View Invariant Action Recognition
    CVPR 2010 [pdf]

  6. Vivek Kumar Singh, Ram Nevatia, Monocular Human Pose Tracking using Multi Frame Part Dynamics
    WMVC 2009 (Oral) [pdf]

  7. Vivek Kumar Singh, Bo Wu, Ram Nevatia, Pedestrian Tracking by Associating Tracklets using Detection Residuals
    WMVC 2008 [pdf]

  8. Bo Wu, Li Zhang, Vivek Kumar Singh, Ram Nevatia, Robust Object Tracking based on Detection with Soft Decision
    WMVC 2008 (Oral) [pdf]

  9. Bo Wu, Vivek Kumar Singh, Cheng-Hao Kuo, Li Zhang, Sung Chun Lee, and Ram Nevatia. Evaluation of USC Human Tracking System for Surveillance Videos
    CLEAR'07 Evaluation Campaign and Workshop, 2007 [pdf]

  10. Fengjun Lv, Xuefeng Song, Bo Wu, Vivek Kumar Singh and Ram Nevatia, Left Luggage Detection using Bayesian Inference
    Ninth IEEE Workshop on Performance Evaluation of Tracking and Surveillance, (PETS '06), in conjunction with CVPR 2006 [pdf]

  11. Bo Wu, Vivek Kumar Singh, Ram Nevatia, and Chi-Wei Chuc. Speaker Tracking in Seminars by Human Body Detection
    CLEAR'06 Evaluation Campaign and Workshop, April 6-7, 2006 [pdf]

  12. Bo Wu, Xuefeng Song, Vivek Kumar Singh and Ram Nevatia. Evaluation of USC Human Tracking System for Surveillance Videos
    CLEAR'06 Evaluation Campaign and Workshop, in conjunction with FG 2006, April 6-7, 2006 [pdf]


  13. Vivek Kumar Singh, Subhransu Maji and Amitabha Mukerjee, Confidence Based updation of Motion Conspicuity in Dynamic Scenes
    Third Canadian Conference on Computer and Robot Vision (CRV' 06). June 7-9, 2006 [pdf]

  14. Adnan Bohori, K.S. Venkatesh, Vivek Kumar Singh, Amitabha Mukerjee. Visual navigation of wheeled robots : compensating floor undulations
    12th International Conference on Advanced Robotics, 2005 (ICAR '05), July 18-20, 2005 Page(s):647 - 652 [pdf]

Technical Reports

  1. Vivek Kumar Singh and Shashank Mehta, Flip Graph of Pseudo Triangulation with a Fixed Set of Pointed Vertices
    Technical Report, Indian Institute of Technology, Kanpur, India, December 2004 [Topic: Computational Geometry] [pdf]
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