DocumentCode
2450476
Title
Partial update of active textures for efficient expression synthesis in model-based coding
Author
Yin, Lijun ; Basu, Anup
Author_Institution
Dept. of Comput. Sci., Alberta Univ., Edmonton, Alta., Canada
Volume
3
fYear
2000
fDate
2000
Firstpage
1763
Abstract
An image-based facial expression synthesis method is presented in this paper for a realistic face animation in model based coding. Differing from the conventional whole texture update method, we propose a partial texture update scheme in active texture areas to reduce the bitrate efficiently. Facial expressions are synthesized using temporal blending and spatial filtering so that a smooth texture fusion can be achieved. Active texture extraction, compression and composition are the principal steps in realizing the proposed scheme. The experiments on video sequences demonstrate the advantage of the proposed algorithm in low cost transmission with high fidelity reproduction. The life-like expressive human faces with wrinkles are generated at a bitrate of less than 40 kb/s
Keywords
computer animation; data compression; image coding; image sequences; image texture; realistic images; 40 kbit/s; active texture extraction; active texture partial update; bitrate reduction; experiments; image-based facial expression synthesis; low cost transmission; model-based coding; realistic face animation; spatial filtering; temporal blending; video sequences; Adaptation model; Bit rate; Computer vision; Costs; Face detection; Facial animation; Filtering; Humans; Image coding; Video sequences;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia and Expo, 2000. ICME 2000. 2000 IEEE International Conference on
Conference_Location
New York, NY
Print_ISBN
0-7803-6536-4
Type
conf
DOI
10.1109/ICME.2000.871114
Filename
871114
Link To Document