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《Journal of Data Acquisition & Processing》 2001-01
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Texture Classification by Completed Wavelet Packet Transform and Fuzzy Decision

Wang Xiaodan 1,2) Jin Hua 1) Zhao Rongchun 1) Wu Chongming 2) 1) Department of Computer Science and Engineering,Northwestern Polytechnical University Xi′an 710072,P.R.China 2) Department of Computer Engineering,Airforce Engineering Univ  
A new texture classification approach by completed wavelet packet transform and fuzzy decision is proposed. The multi-resolution character of the texture is extracted by completed wavelet packet transform. By introducing membership function of the feature, the fuzzy decision classifier can make decision by the membership. The introduced membership function reflects the uncertainty of the feature values made by the difference between samples made by random noise. The proposed approach increases the robustness to noise. Simulational experiment gives a satisfactory result.
【Fund】: 国家自然科学基金;; 国家教委开放实验室基金资助项目
【CateGory Index】: TP391.4
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