A New Method of SAR Image Segmentation Based on the Gray Level Co-occurrence Matrix and Fuzzy Neural Network

作者：Xue Xiaorong^*; Wang Xijie; Xiang Fang; Wang Hongfu

来源：6th International Conference on Wireless Communications, Networking and Mobile Computing (WICOM), 2010-09-23 to 2010-09-25.

• SAR
• image segmentation
• gray level co-occurrence matrix
• fuzzy neural network

For the speckle consisted in Synthetic Aperture Radar (SAR) image, good result of SAR image segmentation can not be gotten with traditional methods. In this paper, a new method of SAR image segmentation is proposed with the combination of fuzzy neural network and the statistical feature of SAR image. Firstly, texture features of SAR image are extracted with gray level co-occurrence matrix, then SAR image is filtered according to its distribution characteristics in the wavelet domain. Finally, SAR image is segmented according to the vector composed of texture features and gray level of filtered SAR image with fuzzy neural network. The experiment results show that the new method is efficient in SAR image segmentation.

• 出版日期2010
• 单位安阳师范学院