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ISSN: 2333-9721
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Fuzzy Competitive Vector Quantization for Image Compression
非线性空间几何收缩的分形图象压缩编码

Keywords: Image compression,Fuzzy competitive learning,Vector quantization,Neural network
分形
,分形图象压缩,迭代函数系统

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Abstract:

Based on the analysis of neural network competitive learning algorithms and fuzzy C means algorithms, two new fuzzy competitive learning algorithms (FCL1 and FCL2) have been proposed, and the fuzzy membership functions have been investigated. Both the theoretical analysis and the experimental results have proven that the proposed fuzzy competitive learning algorithms are efficient for image vector quantization compression coding.

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