DocumentCode :
2726647
Title :
Adaptive object tracking and video compression with dynamic contours
Author :
Feng, Yutao ; Gelenbe, Erol
Author_Institution :
C-Cube Microsystems, Milpitas, CA, USA
fYear :
1998
fDate :
24-26 Feb 1998
Abstract :
We present a novel video compression system resulting in very low bit rates, using dynamic object oriented compression. Our method separates important objects from the background and from trivial details, so as to keep good visual quality of the objects of interest. The resulting bit rate can be significantly reduced by sacrificing information on less relevant parts of the scene, or from portions of the video sequence which are of less interest to the end users. The method is based on an active dynamic contour algorithm which tracks the external contour of designated objects, and which we improve to provide more accurate dynamic tracking. The performance of the object tracking algorithm, as well as of our compression scheme are presented. Experimental results concerning bit rates and video quality are provided and compared with respect to the standard H.263
Keywords :
data compression; edge detection; image sequences; object-oriented methods; tracking; video coding; active dynamic contour algorithm; adaptive object tracking; bit rate; designated objects; dynamic contours; dynamic object oriented compression; dynamic tracking; external contour; performance; trivial details; video compression; video quality; video sequence; visual quality; Bit rate; Compression algorithms; Digital images; Heuristic algorithms; Image coding; Layout; Object oriented modeling; Pixel; Video compression; Video sequences;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Radio Science Conference, 1998. NRSC '98. Proceedings of the Fifteenth National
Conference_Location :
Cairo
Print_ISBN :
0-7803-5121-5
Type :
conf
DOI :
10.1109/NRSC.1998.711444
Filename :
711444
Link To Document :
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