DocumentCode
249876
Title
Low delay Wyner-Ziv coding using optical flow
Author
Salmistraro, Matteo ; Forchhammer, Soren
Author_Institution
DTU Fotonik, Tech. Univ. of Denmark, Lyngby, Denmark
fYear
2014
fDate
27-30 Oct. 2014
Firstpage
5591
Lastpage
5595
Abstract
Distributed Video Coding (DVC) is a video coding paradigm that exploits the source statistics at the decoder based on the availability of the Side Information (SI). The SI can be seen as a noisy version of the source, and the lower the noise the higher the RD performance of the decoder. The SI is usually generated by means of interpolation-based methods, which rely on the availability of a preceding and a following frame with respect to the to-be-decoded one. These methods lead to relatively high RD performance but also high delays. This work is focused on a low-delay DVC codec, relying only on preceding frames for the generation of the SI by means of Optical Flow (OF), which is also used in the refinement step of the SI for enhanced RD performance. Compared with a state-of-the-art extrapolation-based decoder the proposed solution achieves RD BjØntegaard gains up to 1.3 dB.
Keywords
image sequences; video coding; OF; RD Bjøntegaard gains; SI generation; SI refinement step; decoder RD performance enhancement; distributed video coding; low-delay DVC codec; low-delay Wyner-Ziv coding; noisy source; optical flow; preceding frames; side information; source statistics; video coding paradigm; Codecs; Decoding; Encoding; Extrapolation; Interpolation; Silicon; Video coding; Distributed Video Coding; Extrapolation; Optical Flow; Wyner-Ziv Coding;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing (ICIP), 2014 IEEE International Conference on
Conference_Location
Paris
Type
conf
DOI
10.1109/ICIP.2014.7026131
Filename
7026131
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