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Fuzzy Vector Quantization for Image Coding
基于模糊矢量量化图象编码的研究

Keywords: Image coding,Fuzzy vector quantization,Fuzzy K,means algorithm
图象编码,模糊矢量量化,模糊K-均值算法

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Abstract:

This paper analyses the principle of fuzzy vector quantization (FVQ) for image coding, gives three strategies of FVQ algorithm during the codebook design process, and presents six new fuzzy vector quantization algorithms with exponential membership function for image coding, named FVQE algorithm. Simulation results show that the performance of FVQE is comparable to FVQ for image compression, and a slight improvement on the convergence speed is obtained.

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