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Depth Map Based Distributed Multi-view Video Coding Scheme through an Efficient Side Information Generation  

Yoo, Ji-Hwan (광운대학교 전자공학과 디지털 미디어 연구실)
Lee, Dong-Seok (광운대학교 전자공학과 디지털 미디어 연구실)
Kim, Tae-June (광운대학교 전자공학과 디지털 미디어 연구실)
Yoo, Ji-Sang (광운대학교 전자공학과 디지털 미디어 연구실)
Abstract
In this paper, we propose a new depth map based distributed multi-view video coding algorithm through an efficient side information generation. A distributed video coding scheme corrects errors between an original image and side information generated at a decoder by using channel coding techniques. Therefore, the more accurate side information is generated, the better performance of distributed video coding scheme is achieved. In the proposed algorithm, a distributed video coding scheme is applied to multi-view video coding based on depth map. Side information is also generated from images of adjacent views through 3D warping by using a depth map and is also combined with MCTI(motion compensated temporal interpolation) which uses images on a temporal axis, and 3D warping. Experimental results show that side information generated by using the proposed algorithm has 0.97dB better average PSNR compared with using MCTI and 3D warping separated. In addition, 8.01% of average bit-rate has been decreased while the same PSNR in R-D curves is kept.
Keywords
Distributed Video Coding; Multi-view Video Coding; Side Information; Depth Map; 3D Warping;
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Times Cited By KSCI : 1  (Citation Analysis)
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1 B. Girod, A. Aaron, S. Rane and D. Rebollo Monedero, 'Distributed video coding,' in Proc. IEEE, vol. 93, pp.447-460, January. 2005
2 A. Aaron, S. Rane, E. Setton and B. Girod, 'Transform-domain Wyner-Ziv codec for video,' in: SPIE Visual Communications and Image Processing Conference, vol.5308, pp.520-528, San Jose, CA, 2004
3 D. Varodayan, A. Aaron, B. Girod, 'Rate-adaptive distributed source coding using low-density parity-check codes,' Signals Systems and Computers Conference Record of the Thirty-Ninth Asilomar Conference, November 2005
4 R. Puri and K. Ramchandran, 'PRISM: A new robust video coding architecture based on distributed compression principles,' in Proc. Allerton Conference on Communication, Control, and Computing, Allerton, IL, October 2002
5 A. Aaron, R. Zhang and B. Girod, 'Wyner-Ziv coding of motion video,' in: Proceedings of Asilomar Conference on Signals and Systems, Pacific Grove, CA, November 2002
6 http://www.discoverdvc.org
7 A. Liveris, Z. Xiong, and C. Georghiades, 'Compression of binary sources with side information at the decoder using LDPC codes,' IEEE Commun. Lett., vol.6, no.10, pp.440-442, October. 2002   DOI   ScienceOn
8 ISO/IEC JTC1/SC29/WG11, 'Text of ISO/IEC 14496-10:200X/FDAM 1 Multi-view Video Coding,' N9978, Hannover, Germany, July 2008
9 A. Wyner and J. Ziv, 'The rate-distortion function for source coding with side information at the receiver,' IEEE Trans. Inform. Theory 22 (1976) 1-11   DOI
10 H.-S. Koo, Y.-J. Jeon, B.-M. Jeon, 'MVC Motion Skip Mode,' ITU-T and ISO/IEC JTC1, JVT-W081, San Jose, California, USA, April 2007
11 ITU-T, I. JTC1, 'Digital compression and coding of continuous-tone still images,' ISO/IEC 10918-1 - ITU-T Recommendation T.81(JPEG)
12 ISO/IEC JTC1/SC29/WG11, 'Requirements for Standardization of 3D Video,' m8107, Jeju Island, Korea, March 2002
13 J. Garcia-Frias, 'Compression of correlated binary sources using Turbo codes,' Communications Letters, IEEE Vol.5, Issue 10, October, 2001
14 C. Guillemot, F. Pereira, L. Torres, T. Ebrahimi, R. Leonardi, and J. Ostermann, 'Distributed monoview and multiview video coding,' IEEE Signal Processing Magazine, vol.24, no.5, pp.67-76, September 2007   DOI   ScienceOn
15 F. Dufaux, M. Ouaret, and T. Ebrahimi, 'Recent Advances in Multi-view Distributed Video Coding,' SPIE Mobile Multimedia/Image Processing for Military and Security Applications, Orlando, FL, April 2007
16 D. Slepian and J. Wolf, 'Noiseless coding of correlated information sources,' IEEE Trans. Inform. Theory 19 (1973) 471-480   DOI
17 박세환, 송혁, 장은영, 허남호, 김진웅, 김진수, 이상훈, 유지상, '다시점 동영상에서 임의시점영상생성을 위한 가려진 영역 보상기법,' 한국통신학회논문지 제 33권, 제 12호, pp.1029-1038, 12월 2008