Browse > Article
http://dx.doi.org/10.5392/JKCA.2010.10.6.035

Block-Centered Symmetric Motion Estimation for Side Information Generation in Distributed Video Coding  

Lee, Chan-Hee (한밭대학교 정보통신전문대학원 멀티미디어공학과)
Kim, Jin-Soo (한밭대학교 정보통신전문대학원 멀티미디어공학과)
Publication Information
Abstract
Side information generation techniques play a great role in determining the overall performance of the DVC (Distributed Video Coding) coding system. Most conventional techniques for side information generation are mainly based on the block matching algorithm with symmetric motion estimation between the previously reconstructed key frames. But, these techniques tend to show mismatches between the motion vectors and the real placements of moving objects. So these techniques need to be modified so as to search well the real placements of moving objects. To overcome this problem, this paper proposes a block-centered symmetric motion estimation technique which uses the same coordinates with the given block. Through computer simulations, it is shown that the proposed algorithm outperforms the conventional schemes in the objective quality.
Keywords
DVC; Side Information; Wyner-Ziv;
Citations & Related Records
연도 인용수 순위
  • Reference
1 A. Wyner and J. Ziv, "The Rate-distortion Function for Source Coding with Side Information at the Decoder," IEEE Trans. on Information Theory 22, pp.1-10, 1976(1).   DOI
2 Z. Li, L. Liu and E. J. Delp, "Rate-distortion Analysis of Motion Side Estimation in Wyner-Ziv Video Coding," IEEE Trans on Image Processing 16, pp.98-113, 2007(1).   DOI   ScienceOn
3 E. Peixoto, R. L. Queiroz, and D. Mukherjee, "On Side Information Generation for Wyner-Ziv Video Coding," Proc. of Simposio Brasileiro de Tel., Rio de Janeiro, Brazil, Sept. 2008.
4 J. Ascenso, C. Brites, and F. Pererira, “Improving Frame Interpolation with Spatial Motion Smoothing for Pixel Domain Distributed Video Coding,” in Proc. EURASIP Conf. Speech and Image Processing, pp.311-316, 2005(7).
5 S.-U. Park, J.-W. Choi, C.-S. Kim, S.-U. Lee, and J.-W. Kang, "Efficient Distributed Video Coding Using Symmetric Motion Estimation and Channel Division," in PACRIM09, 2009(8).
6 J.-S. Kim, J.-G. Kim, and K.-D. Seo, “A PDWZ Encoder Using Code Conversion and Bit Interleaver,” Jour. of the Broadcasting Engineering, pp.52-62, 2010(2).
7 D. Slepian and J. Wolf, "Noiseless Coding of Correlated Information Sources," IEEE Trans. on Information Theory 19, pp.471-480, 1973(7).   DOI
8 J.-S. Kim and J.-G. Kim, “Side Information Generation Using Variable Block Bilateral Matching for Wyner-Ziv Coding,” in Proc. IPIU, 2010(1).