DocumentCode
2265728
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
fYear
2001
fDate
2001
Firstpage
1044
Lastpage
1046
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Radar, 2001 CIE International Conference on, Proceedings
Conference_Location
Beijing
Print_ISBN
0-7803-7000-7
Type
conf
DOI
10.1109/ICR.2001.984889
Filename
984889
Link To Document