{"title":"基于改进freeman分解的灾后极化SAR图像建筑物倒塌提取","authors":"Qihao Chen, Linlin Li, Ping Jiang, Xiuguo Liu","doi":"10.1109/IGARSS.2016.7730507","DOIUrl":null,"url":null,"abstract":"It is still a challenge to obtain the collapsed building distribution from post-disaster polarimetric synthetic aperture radar (SAR) data. This paper proposed a novel approach for extracting the spatial distribution of collapsed buildings using post-disaster RADARSAT-2 SAR data. In this method, non-building areas are removed by using eigen-values λ2 + λ3. Then, the modified Freeman decomposition which includes deorientation selectively and surface scattering characteristic parameter constraint is presented for building area. The contribution of the double-bounce component (PD/span) is used to extract the collapsed building spatial distribution. The method was tested on RADARSAT-2 fine-mode polarimetric SAR imagery from the Yushu earthquake which acquired on April 21, 2010. By comparison with other methods, the results confirm the validity of the proposed method.","PeriodicalId":179622,"journal":{"name":"2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)","volume":"127 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":"{\"title\":\"Building collapse extraction using modified freeman decomposition from post-disaster polarimetric SAR image\",\"authors\":\"Qihao Chen, Linlin Li, Ping Jiang, Xiuguo Liu\",\"doi\":\"10.1109/IGARSS.2016.7730507\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"It is still a challenge to obtain the collapsed building distribution from post-disaster polarimetric synthetic aperture radar (SAR) data. This paper proposed a novel approach for extracting the spatial distribution of collapsed buildings using post-disaster RADARSAT-2 SAR data. In this method, non-building areas are removed by using eigen-values λ2 + λ3. Then, the modified Freeman decomposition which includes deorientation selectively and surface scattering characteristic parameter constraint is presented for building area. The contribution of the double-bounce component (PD/span) is used to extract the collapsed building spatial distribution. The method was tested on RADARSAT-2 fine-mode polarimetric SAR imagery from the Yushu earthquake which acquired on April 21, 2010. By comparison with other methods, the results confirm the validity of the proposed method.\",\"PeriodicalId\":179622,\"journal\":{\"name\":\"2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)\",\"volume\":\"127 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-07-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"9\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IGARSS.2016.7730507\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IGARSS.2016.7730507","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Building collapse extraction using modified freeman decomposition from post-disaster polarimetric SAR image
It is still a challenge to obtain the collapsed building distribution from post-disaster polarimetric synthetic aperture radar (SAR) data. This paper proposed a novel approach for extracting the spatial distribution of collapsed buildings using post-disaster RADARSAT-2 SAR data. In this method, non-building areas are removed by using eigen-values λ2 + λ3. Then, the modified Freeman decomposition which includes deorientation selectively and surface scattering characteristic parameter constraint is presented for building area. The contribution of the double-bounce component (PD/span) is used to extract the collapsed building spatial distribution. The method was tested on RADARSAT-2 fine-mode polarimetric SAR imagery from the Yushu earthquake which acquired on April 21, 2010. By comparison with other methods, the results confirm the validity of the proposed method.