Title :
Texture decomposition and correlation thresholding for realistic low-bit rate model-based coding
Author :
Yin, Lingzhi ; Basu, Arzuy
Author_Institution :
Dept. of Comput. Sci., Alberta Univ., Edmonton, Alta., Canada
Abstract :
Facial texture updating and compression are crucial in achieving realistic facial animation for low-bit rate coding. We present an efficient way to update and encode facial textures in model-based coding. Differing from traditional methods which update the entire facial texture, we propose a partial texture updating method for realistic facial expression synthesis with facial wrinkles. Experiments on video sequences demonstrate the advantage of the proposed algorithm in keeping transmission cost low while producing realistic expressions
Keywords :
computer animation; correlation methods; data compression; image sequences; image texture; video coding; correlation thresholding; experiments; facial animation; facial expression synthesis; facial texture compression; facial texture updating; low transmission cost; low-bit rate model-based coding; partial texture updating method; texture decomposition; video sequences; Bit rate; Costs; Eyes; Face detection; Facial animation; Forehead; Humans; MPEG 4 Standard; Shape; Video sequences;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
0-7803-6293-4
DOI :
10.1109/ICASSP.2000.859210