Registration of Optical and SAR Satellite Images by Exploring the Spatial Relationship of the Improved SIFT

CASIA OpenIR > 多模态人工智能系统全国重点实验室 > 先进时空数据分析与学习

	Registration of Optical and SAR Satellite Images by Exploring the Spatial Relationship of the Improved SIFT
	Fan, Bin; Huo, Chunlei; Pan, Chunhong; Kong, Qingqun
发表期刊	IEEE GEOSCIENCE AND REMOTE SENSING LETTERS
	2013-07-01
卷号	10 期号:4 页码:657-661
文章类型	Article
摘要	Although feature-based methods have been successfully developed in the past decades for the registration of optical images, the registration of optical and synthetic aperture radar (SAR) images is still a challenging problem in remote sensing. In this letter, an improved version of the scale-invariant feature transform is first proposed to obtain initial matching features from optical and SAR images. Then, the initial matching features are refined by exploring their spatial relationship. The refined feature matches are finally used for estimating registration parameters. Experimental results have shown the effectiveness of the proposed method.
关键词	Optical And Sar Image Registration Remote Sensing Scale-invariant Feature Transform (Sift) Spatial Consistent Matching (Scm) Synthetic Aperture Radar (Sar)
WOS标题词	Science & Technology ; Physical Sciences ; Technology
收录类别	SCI
语种	英语
WOS研究方向	Geochemistry & Geophysics ; Engineering ; Remote Sensing ; Imaging Science & Photographic Technology
WOS类目	Geochemistry & Geophysics ; Engineering, Electrical & Electronic ; Remote Sensing ; Imaging Science & Photographic Technology
WOS记录号	WOS:000312101300003
引用统计	被引频次：143[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/3702
专题	多模态人工智能系统全国重点实验室_先进时空数据分析与学习
作者单位	Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China
第一作者单位	模式识别国家重点实验室
推荐引用方式 GB/T 7714	Fan, Bin,Huo, Chunlei,Pan, Chunhong,et al. Registration of Optical and SAR Satellite Images by Exploring the Spatial Relationship of the Improved SIFT[J]. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS,2013,10(4):657-661.
APA	Fan, Bin,Huo, Chunlei,Pan, Chunhong,&Kong, Qingqun.(2013).Registration of Optical and SAR Satellite Images by Exploring the Spatial Relationship of the Improved SIFT.IEEE GEOSCIENCE AND REMOTE SENSING LETTERS,10(4),657-661.
MLA	Fan, Bin,et al."Registration of Optical and SAR Satellite Images by Exploring the Spatial Relationship of the Improved SIFT".IEEE GEOSCIENCE AND REMOTE SENSING LETTERS 10.4(2013):657-661.

条目包含的文件		下载所有文件
文件名称/大小	文献类型	版本类型	开放类型	使用许可
BinFan_Registration （753KB）	期刊论文	作者接受稿	开放获取	CC BY-NC-SA	浏览下载