A new method of SAR image segmentation based on fuzzy ART

Xiao Rong Xue, Yan Ning Zhang, Rong Chun Zhao

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

For speckle consisted in SAR image, good segmentation result can't be gotten with traditional methods. In the paper, according to the features of SAR image and the fuzzy ART (Adaptive Resonance Theory)neural network, A new gray level threshold method of SAR image segmentation is proposed, and the method can determine automatically the number of classes and suppress effectively the noise in the given SAR image. With experiments, it is proved that a good segmentation result can be gotten with the new method in the paper, and at the same time, the speckle in the SAR image is also reduced greatly.

源语言英语
主期刊名International Conference on Machine Learning and Cybernetics
1314-1317
页数4
出版状态已出版 - 2003
活动2003 International Conference on Machine Learning and Cybernetics - Xi'an, 中国
期限: 2 11月 20035 11月 2003

出版系列

姓名International Conference on Machine Learning and Cybernetics
3

会议

会议2003 International Conference on Machine Learning and Cybernetics
国家/地区中国
Xi'an
时期2/11/035/11/03

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