• DocumentCode
    1167992
  • Title

    Region of interest extraction and virtual camera control based on panoramic video capturing

  • Author

    Sun, Xinding ; Foote, Jonathan ; Kimber, Don ; Manjunath, B.S.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of California, Santa Barbara, CA, USA
  • Volume
    7
  • Issue
    5
  • fYear
    2005
  • Firstpage
    981
  • Lastpage
    990
  • Abstract
    We present a system for automatically extracting the region of interest (ROI) and controlling virtual cameras´ control based on panoramic video. It targets applications such as classroom lectures and video conferencing. For capturing panoramic video, we use the FlyCam system that produces high resolution, wide-angle video by stitching video images from multiple stationary cameras. To generate conventional video, a region of interest can be cropped from the panoramic video. We propose methods for ROI detection, tracking, and virtual camera control that work in both the uncompressed and compressed domains. The ROI is located from motion and color information in the uncompressed domain and macroblock information in the compressed domain, and tracked using a Kalman filter. This results in virtual camera control that simulates human controlled video recording. The system has no physical camera motion and the virtual camera parameters are readily available for video indexing.
  • Keywords
    Kalman filters; data compression; educational technology; interactive video; video cameras; video coding; video recording; FlyCam system; Kalman filter; MPEG; classroom lecture; human controlled video recording; multiple stationary camera; panoramic video capturing; region of interest extraction; video conferencing; video image; video indexing; virtual camera control; wide-angle video; Automatic control; Cameras; Control systems; Humans; Image coding; Image resolution; Tracking; Video compression; Video recording; Videoconference; MPEG; panoramic video; region of interest; virtual camera control;
  • fLanguage
    English
  • Journal_Title
    Multimedia, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1520-9210
  • Type

    jour

  • DOI
    10.1109/TMM.2005.854388
  • Filename
    1510645