Title :
SAR image recognition based on support vector machines
Author :
Li, Zhang ; Weida, Zhou ; Licheng, Jiao
Author_Institution :
Nat. Lab of Radar Signal Process., Xidian Univ., Xi´´an, China
Abstract :
The SAR imaging and the classification mechanism of SVMs are discussed. Finally, simulation was performed on SAR image recognition. The results show that SVMs can be applied to image recognition and have a good generalization performance
Keywords :
image classification; learning automata; radar imaging; radar theory; synthetic aperture radar; SAR classification; SAR imaging; image classification; image recognition; pattern recognition; support vector machines; Feature extraction; Image processing; Image recognition; Image segmentation; Pattern recognition; Radar polarimetry; Radar signal processing; Support vector machine classification; Support vector machines; Synthetic aperture radar;
Conference_Titel :
Radar, 2001 CIE International Conference on, Proceedings
Conference_Location :
Beijing
Print_ISBN :
0-7803-7000-7
DOI :
10.1109/ICR.2001.984889
