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http://dx.doi.org/10.5392/JKCA.2011.11.4.051

Moving Picture Compression using Frame Classification by Luminance Characteristics  

Kim, Sang-Hyun (경북대학교 산업전자전기공학부)
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Abstract
This paper proposes an efficient moving picture compression for video sequences with luminance variations. In the proposed algorithm, the luminance variation parameters are estimated and local motions are compensated. To detect the frame required luminance compensation, we employ the frame classification based on the cross entropy between histograms of two successive frames, which can reduce the computational redundancy. Simulation results show that the proposed method yields a higher peak signal to noise ratio (PSNR) than that of the conventional methods, with a low computational load, when the video scene contains large luminance variations.
Keywords
Moving Picture Compression; Luminance Characteristics; Frame Classification; Motion Compensation;
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1 S. L. Ho and S. Yang, "The cross-entropy method and its application to inverse problems," IEEE Trans. Magnetics, Vol.46, No.8, pp.3401-3404, 2010(8).   DOI   ScienceOn
2 T. Uehara, R. Safavi-Naini, and P. Ogunbona "Recovering DC coefficients in block-based DCT," IEEE Trans. Image Processing, Vol.15, No.11, pp.3592-3596, 2006(11).   DOI   ScienceOn
3 S. Dikbas, T. Arici, and Y. Altunbasak, "Fast motion estimation with interpolation-free sub-sample accuracy," IEEE Trans. Circuits Syst. Video Technol., Vol.20, No.7, pp.1047-1051, 2010(7).   DOI   ScienceOn
4 X. Hong and S. Chen, "M-estimator and D-optimality model construction using orthogonal forward regression," IEEE Trans. Systems, Man, and Cybernetics-Part B: Cybernetics, Vol.35, No.1, pp.155-162, 2005(2).   DOI   ScienceOn
5 D. Wang, L. Zhang, and A. Vincent, "Motion compensated frame rate up conversion part I: fast multi-frame motion estimation," IEEE Trans. Broadcasting, Vol.56, No.2, pp.133-141, 2010(6).   DOI   ScienceOn
6 H.-K. Cheung, W.-C. Siu, D. Feng, and Z. Wang, "Retinex based motion estimation for sequences with brightness variations and its application to h,264," in Proc. Acoustics, Speech and Signal Processing, pp.1161-1164, Las Vegas, USA, 2008(3).
7 B.-J. Zou, C. Shi, C.-H. Xu, and S. Chen, "Enhanced hexagonal based search using direction-oriented inner search for motion estimation," IEEE Trans. Circuits Syst. Video Technol., Vol.20, No.1, pp.156-160, 2010(1).   DOI   ScienceOn