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›› 2012, Vol. ›› Issue (3): 367-371.DOI: 10.7523/j.issn.2095-6134.2012.3.013

• Research Articles • Previous Articles     Next Articles

SAR image recognition based on genetic programming

JIA Ya-Fei1,2, ZHAO Feng-Jun1, WANG Yan-Xia1,2   

  1. 1. Institute of Electronics, Chinese Academy of Sciences, Beijing 100190, China;
    2. Graduate University, Chinese Academy of Sciences, Beijing 100049, China
  • Received:2010-12-30 Revised:2011-04-26 Online:2012-05-15

Abstract: A genetic programming-based method for SAR image recognition is proposed. Five basic SAR image features are first extracted from SAR images, and then several new features are synthesized using the five basic features. Finally a support vector machine is used to complete classification. Experimental results show the effectiveness of this method.

Key words: SAR image recognition, genetic programming, support vector machine

CLC Number: