Title :
Complexity scalability in video coding based on in-band motion-compensated temporal filtering
Author :
Clerckx, Tom ; Munteanu, Adrian ; Cornelis, Jan ; Schelkens, Peter
Author_Institution :
Dept. of Electron. & Inf., Vrije Univ. Brussel, Brussels, Belgium
Abstract :
Scalable wavelet-based video coding is of paramount importance in applications in order to adapt the video content to the channel conditions and to enable the selection of a variety of user preferences in terms of quality, resolution and frame-rate. Apart of this, a growing number of mobile devices on which video has to be decoded, stresses the need for complexity scalability to cope with their limited computational capabilities. In this context, the paper focuses on wavelet-based scalable video coding based on in-band motion-compensated temporal filtering and addresses the problem of achieving complexity scalability in the complete-to-overcomplete discrete wavelet transform (CODWT) module employed by such architectures. The proposed methods demonstrate that this can be achieved at the cost of a limited and controllable penalty in the overall coding performance.
Keywords :
computational complexity; discrete wavelet transforms; filtering theory; motion compensation; transform coding; video coding; complete-to-overcomplete discrete wavelet transform; complexity scalability; in-band motion-compensation; mobile devices; scalable wavelet-based video coding; temporal filtering; video coding; Bandwidth; Consumer electronics; Costs; Decoding; Discrete wavelet transforms; Filtering; Mobile computing; Scalability; Video codecs; Video coding;
Conference_Titel :
Signal Processing Systems Design and Implementation, 2005. IEEE Workshop on
Print_ISBN :
0-7803-9333-3
DOI :
10.1109/SIPS.2005.1579927