Polarimetric synthetic aperture radar change detection for specific land cover types
文献类型：期刊论文
| 作者 | Liu, Meng1; Zhang, Hong1; Wang, Chao1; Tang, Yixian1; Zhang, Bo1; Wu, Fan1; Wu, Tao1; Chen, Xi1 |
| 刊名 | INTERNATIONAL JOURNAL OF DIGITAL EARTH
 |
| 出版日期 | 2015 |
| 卷号 | 8期号:4页码:334-344 |
| 关键词 | change detection KI threshold segmentation microwave remote sensing generalized likelihood ratio test |
| 通讯作者 | Zhang, H (reprint author), Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Key Lab Digital Earth Sci, Beijing, Peoples R China. |
| 英文摘要 | This paper presents a supervised polarimetric synthetic aperture radar (PolSAR) change detection method applied to specific land cover types. For each pixel of a PolSAR image, its target scattering vector can be modeled as having a complex multivariate normal distribution. Based on this assumption, the joint distribution of two corresponding vectors in a pair of PolSAR images is derived. Then, a generalized likelihood ratio test statistic for the equality of two likelihood functions of such joint distribution is considered and a maximum likelihood distance measure for specific land cover types is presented. Subsequently, the Kittler and Illingworth minimum error threshold segmentation method is applied to extract the specific changed areas. Experiments on two repeat-pass Radarsat-2 fully polarimetric images of Suzhou, China, demonstrate that the proposed change detection method gives a good performance in determining the specific changed areas in PolSAR images, especially the areas that have changed to water. |
| 研究领域[WOS] | Geography, Physical ; Remote Sensing |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000351767100005 |
| 源URL | [http://ir.ceode.ac.cn/handle/183411/38539]  |
| 专题 | 遥感与数字地球研究所_SCI/EI期刊论文_期刊论文 |
| 作者单位 | 1.[Liu, Meng 2.Zhang, Hong 3.Wang, Chao 4.Tang, Yixian 5.Zhang, Bo 6.Wu, Fan] Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Key Lab Digital Earth Sci, Beijing, Peoples R China 7.[Liu, Meng] Univ Chinese Acad Sci, Coll Resources & Environm, Beijing, Peoples R China 8.[Wu, Tao 9.Chen, Xi] East China Res Inst Elect Engn, Digital Technol Dept, Hefei, Peoples R China |
| 推荐引用方式 GB/T 7714 | Liu, Meng,Zhang, Hong,Wang, Chao,et al. Polarimetric synthetic aperture radar change detection for specific land cover types[J]. INTERNATIONAL JOURNAL OF DIGITAL EARTH,2015,8(4):334-344. |
| APA | Liu, Meng.,Zhang, Hong.,Wang, Chao.,Tang, Yixian.,Zhang, Bo.,...&Chen, Xi.(2015).Polarimetric synthetic aperture radar change detection for specific land cover types.INTERNATIONAL JOURNAL OF DIGITAL EARTH,8(4),334-344. |
| MLA | Liu, Meng,et al."Polarimetric synthetic aperture radar change detection for specific land cover types".INTERNATIONAL JOURNAL OF DIGITAL EARTH 8.4(2015):334-344. |
入库方式： OAI收割
来源：遥感与数字地球研究所
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