Electronics, Communication & Automation Technology

Generalized Gaussian Distribution-Based WZ Frame Reconstruction Algoirthm for Distributed Video Coding

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  • School of Electronic and Information Engineering,South China University of Technology,Guangzhou 510640,Guangdong,China
刘杰平(1961-),女,博士,副教授,主要从事图像处理和多媒体通信研究.

Received date: 2014-02-24

  Revised date: 2014-04-08

  Online published: 2014-07-01

Supported by

国家自然科学基金资助项目( 60972135) ; 北京市“现代信息科学与网络技术”重点实验室和铁道部“铁路信息科学与工程”开放实验室基金资助项目( XDXX1009) ; 广州市科信局对外合作专项资助项目( 2012J5100010)

Abstract

In order to improve the image quality of the decoded WZ ( Wyner-Ziv) frame in the distributed videocoding ( DVC) system,a WZ frame reconstruction algorithm is proposed based on the generalized Gaussian distribution( GGD) .In this algorithm,the strong correlation between the side information and the original WZ frame istaken into account,and the GGD is used as the correlation model.Then,with the known side information and agiven quantization interval,the conditional expectation of the WZ frame is calculated as the reconstructed WZvalue.Finally,the closed-form expressions of the reconstructed WZ frames based on the GGD are derived by usinga shape parameter of 0.5.Experimental results indicate that,as compared with the MMSE ( Minimum Mean SquareError) reconstruction algorithm,the proposed algorithm achieves an average PSNR( Peak Signal to Noise Ratio)increment of about 0.6 dB and effectively improves the image quality of the decoded WZ frame.

Cite this article

Liu Jie-ping He Yue-sheng . Generalized Gaussian Distribution-Based WZ Frame Reconstruction Algoirthm for Distributed Video Coding[J]. Journal of South China University of Technology(Natural Science), 2014 , 42(8) : 77 -83 . DOI: 10.3969/j.issn.1000-565X.2014.08.013

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