Title :
Robust and scalable video compression using matching pursuits and absolute value coding
Author_Institution :
Centre for Commun. Res., Bristol Univ., UK
Abstract :
The main objective of this paper is to develop a fine grained scalable video codec which can fully exploit temporal correlations within all layers, and thus offer performance closer to that of a single layer non-scalable system. To this end we propose the use of a combination of matching pursuits together with absolute value coding of the displaced frame difference information. The proposed codec is also shown to be highly robust to channel errors. This results from a combination of the use of fixed length code-words and a reduction of temporal error propagation. The use of fixed length codewords also facilitates the use of lower complexity transcoding operations to support more sophisticated forms of scalability
Keywords :
data compression; motion compensation; video codecs; absolute value coding; channel errors; displaced frame difference information; fine grained scalable video codec; fixed length code-words; matching pursuits; robust scalable video compression; scalability; temporal correlations; temporal error propagation; transcoding operations; Design for disassembly; Dictionaries; Matching pursuit algorithms; Robustness; Scalability; System performance; Transcoding; Video codecs; Video compression; Wavelet transforms;
Conference_Titel :
Image Processing, 2001. Proceedings. 2001 International Conference on
Conference_Location :
Thessaloniki
Print_ISBN :
0-7803-6725-1
DOI :
10.1109/ICIP.2001.958670