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A new method of SAR image segmentation based on neural network

Authors :
Chen Yi
Zhao Rongchun
Duan Feng
Zhang Yanning
Xue Xiaorong
Source :
Proceedings Fifth International Conference on Computational Intelligence and Multimedia Applications. ICCIMA 2003.
Publication Year :
2004
Publisher :
IEEE Comput. Soc, 2004.

Abstract

For the speckle consisted in SAR image, SR image cannot be segmented efficiently with traditional methods. In this paper, according to the features of SAR image and ANN, the automatic clustering method based on competitive Hopfield NN is used o segment SAR image. With experiment, it is proved that a good result can be gotten with the method proposed in the paper, and at the same time, the speckle in the SAR image is also reduced greatly.

Details

Database :
OpenAIRE
Journal :
Proceedings Fifth International Conference on Computational Intelligence and Multimedia Applications. ICCIMA 2003
Accession number :
edsair.doi...........6a70e4da615c04a61b93d48feb91589a
Full Text :
https://doi.org/10.1109/iccima.2003.1238116