Change Field: A New Change Measure for VHR Images
文献类型：期刊论文
| 作者 | Huo, Leigang1,2; Feng, Xiangchu1; Huo, Chunlei2 ; Zhou, Zhixin3; Pan, Chunhong2
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| 刊名 | IEEE GEOSCIENCE AND REMOTE SENSING LETTERS
 |
| 出版日期 | 2014-10-01 |
| 卷号 | 11期号:10页码:1812-1816 |
| 关键词 | Change detection change field progressive transductive classification very high resolution (VHR) images |
| 英文摘要 | Due to the complexity of very high resolution (VHR) images and the inaccurate correspondence, change feature extraction is the key difficulty of VHR image change detection. In this letter, change field is proposed to represent the complex changes between VHR images. Change field measures the complex changes based on the displacements and the compensated distance. Based on change field, a novel change detection approach is proposed, where the inter-class variability is improved and the changed class and the unchanged class can be separated effectively. Experiments demonstrate the effectiveness of the proposed approach. |
| WOS标题词 | Science & Technology ; Physical Sciences ; Technology |
| 类目[WOS] | Geochemistry & Geophysics ; Engineering, Electrical & Electronic ; Remote Sensing ; Imaging Science & Photographic Technology |
| 研究领域[WOS] | Geochemistry & Geophysics ; Engineering ; Remote Sensing ; Imaging Science & Photographic Technology |
| 关键词[WOS] | REGISTRATION ; SYSTEM |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000337174100030 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/3701]  |
| 专题 | 自动化研究所_模式识别国家重点实验室_遥感图像处理团队 |
| 作者单位 | 1.Xidian Univ, Sch Math & Stat, Xian 710071, Peoples R China 2.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China 3.Beijing Inst Remote Sensing, Beijing 100191, Peoples R China |
| 推荐引用方式 GB/T 7714 | Huo, Leigang,Feng, Xiangchu,Huo, Chunlei,et al. Change Field: A New Change Measure for VHR Images[J]. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS,2014,11(10):1812-1816. |
| APA | Huo, Leigang,Feng, Xiangchu,Huo, Chunlei,Zhou, Zhixin,&Pan, Chunhong.(2014).Change Field: A New Change Measure for VHR Images.IEEE GEOSCIENCE AND REMOTE SENSING LETTERS,11(10),1812-1816. |
| MLA | Huo, Leigang,et al."Change Field: A New Change Measure for VHR Images".IEEE GEOSCIENCE AND REMOTE SENSING LETTERS 11.10(2014):1812-1816. |
入库方式： OAI收割
来源：自动化研究所
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