DocumentCode :
3503731
Title :
Bi-directional object-based coding in video compression at very low bitrate
Author :
Chu, Chung-Tao ; Anastassiou, Dimitris ; Chang, Shih-Fu
Author_Institution :
Dept. of Electr. Eng., Columbia Univ., New York, NY, USA
Volume :
2
fYear :
1996
fDate :
14-18 Oct 1996
Firstpage :
986
Abstract :
An algorithmic architecture of video compression at a very low bitrate is presented. This architecture incorporates block-based as well as object-based coding algorithms and manages them in a cooperative way in which different algorithms are applied to different image frames iteratively: I and P frames are coded by a block-based algorithm and B frames are coded by a bi-directional object-based algorithm. An extra degree of freedom in video coding is introduced in order to achieve higher compression ratios while maintaining good visual quality. We emphasize the details of the object-based algorithm which is based on the source model of rigid 2D-objects with 3-D motions. Simulations are done for MPEG-4 Class A/B test sequences which contain low to medium spatial detail and a low amount of movement but is not restricted to head and shoulder images. The results are encouraging in that the coder provides a higher image quality with a satisfactory motion effect
Keywords :
data compression; discrete cosine transforms; image colour analysis; image matching; image sequences; motion estimation; transform coding; video coding; 3D motions; B frames; I frames; MPEG-4 Class A/B test sequences; P frames; algorithmic architecture; bidirectional object based coding; block based coding algorithm; compression ratios; image frames; image quality; object based coding algorithm; rigid 2D objects; simulations; source model; spatial detail; very low bit rate coding; video coding; video compression; Bidirectional control; Bit rate; Head; Image coding; Image quality; Iterative algorithms; MPEG 4 Standard; Testing; Video coding; Video compression;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing, 1996., 3rd International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-2912-0
Type :
conf
DOI :
10.1109/ICSIGP.1996.566256
Filename :
566256
Link To Document :
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