Yang Song Yang Song



Yang Song

Ph.D. California Institute of Technology
Computer Vision Group


Email: yangs at vision dot caltech dot edu

Research Interests

o pattern recognition and machine learning
o graphical models for computer vision
o human motion detection and labeling
o data compression
o signal and image processing

Publications

  • Y. Song and T. Leung, Context-aided Human Recognition - Clustering. To appear in Proc ECCV, May, 2006

  • Y. Song A Probabilistic Approach to Human Motion Detection and Labeling. Ph.D. thesis, Caltech, 2003 (Defended in November 2002)

  • Y. Song, L. Goncalves and P. Perona Unsupervised Learning of Human Motion. IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 25, no. 7, pages 814-827, 2003 (part of the work was published in CVPR'01 and NIPS'01)

  • Y. Song, L. Goncalves, E. Di Bernardo and P. Perona Monocular Perception of Biological Motion in Johansson Displays . Computer Vision and Image Understanding, vol. 81, no. 3, pages 303-327, 2001 (journal version of my iccv99 and eccv00 papers)

  • Y. Song, L. Goncalves and P. Perona Learning Probabilistic Structure for Human Motion Detection. Proc. IEEE Conf. Computer Vision and Pattern Recognition, vol II, pages 771-777, Kauai, Hawaii, December 2001

  • Y. Song, L. Goncalves and P. Perona Unsupervised Learning of Human Motion Models. Advances in Neural Information Processing Systems 14, Vancouver, Cannada, December 2001.

  • Y. Song, X. Feng and P. Perona Towards Detection of Human Motion . Proc. IEEE Conf. Computer Vision and Pattern Recognition, vol I, pages 810-817, Hilton Head Island, South Carolina, June, 2000

  • Y. Song, L. Goncalves, and P. Perona Monocular perception of biological motion - clutter and partial occlusion . Proc. of 6th European Conferences on Computer Vision, vol II, pages 719-733, Dublin, Ireland, June/July, 2000

  • Y. Song, L. Goncalves, E. Di Bernardo and P. Perona Monocular perception of biological motion - detection and labeling . Proc. of 7th International Conferences on Computer Vision, pages 805-812, Corfu, Greece, September 1999

  • Y. Song and P. Perona A computational model for motion detection and direction discrimination in humans . IEEE computer society workshop on Human Motion, pages 11-16, Autin, Texas, December, 2000

    Last updated (March 2006).