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Immune Clonal SAR Image Segmentation Algorithm |
Ma Wen-ping; Jiao Li-cheng; Shang Rong-hua |
Key Lab of Intelligent Perception and Image Understanding of Ministry of Education of China, Institute of Intelligent Information Processing, Xidian University, Xi'an 710071, China |
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Abstract Because of the multiplicative nature of the speckle noise in SAR images, it is difficult to solve SAR image segmentation problems using general image segmentation technique. A novel SAR image segmentation algorithm based on an artificial immune system is proposed. After extracting texture features from an image and encoding them with real numbers, it determines partitioning of the feature vectors by optimizing the objective function based on clonal operator. The experimental results show that the novel algorithm is feasible and effective for SAR image segmentation.
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Received: 07 July 2008
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