{"title":"基于支持向量机的SAR图像识别","authors":"Zhang Li, Zhou Weida, Jiao Licheng","doi":"10.1109/ICR.2001.984889","DOIUrl":null,"url":null,"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.","PeriodicalId":366998,"journal":{"name":"2001 CIE International Conference on Radar Proceedings (Cat No.01TH8559)","volume":"86 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2001-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"SAR image recognition based on support vector machines\",\"authors\":\"Zhang Li, Zhou Weida, Jiao Licheng\",\"doi\":\"10.1109/ICR.2001.984889\",\"DOIUrl\":null,\"url\":null,\"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.\",\"PeriodicalId\":366998,\"journal\":{\"name\":\"2001 CIE International Conference on Radar Proceedings (Cat No.01TH8559)\",\"volume\":\"86 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2001-10-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2001 CIE International Conference on Radar Proceedings (Cat No.01TH8559)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICR.2001.984889\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2001 CIE International Conference on Radar Proceedings (Cat No.01TH8559)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICR.2001.984889","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
SAR image recognition based on support vector machines
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.