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30 October 2009 A fuzzy-logic-based context model for multiscale segmentation fusion
Guoying Liu, Qianqing Qin
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Proceedings Volume 7495, MIPPR 2009: Automatic Target Recognition and Image Analysis; 74950J (2009) https://doi.org/10.1117/12.829347
Event: Sixth International Symposium on Multispectral Image Processing and Pattern Recognition, 2009, Yichang, China
Abstract
We propose a context model for the fusion of the multiscale segmented images obtained by HMT model in wavelet domain. It is produced based on fuzzy logical method, and it can integrate different kinds of contextual information in a controllable way. Using such a context model, we can improve the accuracy of texture classification and boundary localization.
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Guoying Liu and Qianqing Qin "A fuzzy-logic-based context model for multiscale segmentation fusion", Proc. SPIE 7495, MIPPR 2009: Automatic Target Recognition and Image Analysis, 74950J (30 October 2009); https://doi.org/10.1117/12.829347
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KEYWORDS
Image segmentation
Fuzzy logic
Image fusion
Wavelets
Image classification
Performance modeling
Expectation maximization algorithms
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