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
Link To Document :
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