DocumentCode :
1873259
Title :
Improved side information generation with iterative decoding and frame interpolation for Distributed Video Coding
Author :
Ye, Shuiming ; Ouaret, Mourad ; Dufaux, Frederic ; Ebrahimi, Touradj
Author_Institution :
Ecole Polytech. Fed. de Lausanne (EPFL), Lausanne
fYear :
2008
fDate :
12-15 Oct. 2008
Firstpage :
2228
Lastpage :
2231
Abstract :
Distributed video coding (DVC) is a new paradigm in video coding, which is receiving a lot of interests nowadays. Side Information (SI) generation is a key function in the DVC decoder, and plays a key-role in determining the performance of the codec. This paper proposes an improved side information generation scheme, which exploits both spatial and temporal correlations in the sequences. Partially decoded Wyner-Ziv (WZ) frames, based on initial SI by motion compensation temporal interpolation (MCTI), are exploited to improve the performance of the whole SI generation. In addition, an enhanced temporal frame interpolation is proposed, including motion vector refinement and smoothing, optimal compensation mode selection, and a new matching criterion for motion estimation. Simulation results show that the proposed scheme can achieve up to 2.3 dB improvement in rate distortion (RD) performance for video with high motion, when compared to state-of-the-art DVC.
Keywords :
correlation methods; image matching; image sequences; interpolation; iterative decoding; motion compensation; motion estimation; smoothing methods; spatiotemporal phenomena; video codecs; video coding; distributed video coding; enhanced temporal frame interpolation; frame interpolation; image matching criterion; improved side information generation; iterative decoding; motion compensation temporal interpolation; motion estimation; motion smoothing; motion vector refinement; optimal compensation mode selection; partially decoded Wyner-Ziv frame; spatial-temporal correlation; video codec; video sequence; Codecs; Cyclic redundancy check; ISO standards; Interpolation; Iterative decoding; Motion compensation; Motion estimation; Smoothing methods; Video coding; Wireless sensor networks; Distributed Video Coding; Motion Compensation; Motion Estimation; Motion Filtering; Side Information;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 2008. ICIP 2008. 15th IEEE International Conference on
Conference_Location :
San Diego, CA
ISSN :
1522-4880
Print_ISBN :
978-1-4244-1765-0
Electronic_ISBN :
1522-4880
Type :
conf
DOI :
10.1109/ICIP.2008.4712233
Filename :
4712233
Link To Document :
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