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Remote Sensing Image Registration Based on Improved KAZE and BRIEF Descriptor

文献类型：期刊论文

作者Huan Liu2; Gen-Fu Xiao1
刊名International Journal of Automation and Computing
出版日期2020
卷号17期号:4页码:588-598
关键词Remote sensing image image registration composite nonlinear diffusion filter binary code string multi-scale pyramid space.
ISSN号1476-8186
DOI10.1007/s11633-019-1218-3
英文摘要Remote sensing image registration is still a challenging task owing to the significant influence of nonlinear differences between remote sensing images. To solve this problem, this paper proposes a novel approach with regard to feature-based remote sensing image registration. There are two key contributions: 1) we bring forward an improved strategy of composite nonlinear diffusion filtering according to the scale factors in multi-scale space and 2) we design a gradually decreasing resolution of multi-scale pyramid space. And a binary code string is served as feature descriptors to improve matching efficiency. Extensive experiments of different categories of remote image datasets on feature extraction and feature registration are performed. The experimental results demonstrate the superiority of our proposed scheme compared with other classical algorithms in terms of correct matching ratio, accuracy and computation efficiency.
源URL[http://ir.ia.ac.cn/handle/173211/42281]  
专题自动化研究所_学术期刊_International Journal of Automation and Computing
作者单位1.College of Mechanical and Electronic, Jinggangshan University, Ji′an 343009, China
2.College of Electronic and Information Engineering, Jinggangshan University & Jiangxi Engineering Laboratory of Internet of Things (IoT) Technologies for Crop Growth, Ji′an 343009, China
推荐引用方式
GB/T 7714		 Huan Liu,Gen-Fu Xiao. Remote Sensing Image Registration Based on Improved KAZE and BRIEF Descriptor[J]. International Journal of Automation and Computing,2020,17(4):588-598.
APA Huan Liu,&Gen-Fu Xiao.(2020).Remote Sensing Image Registration Based on Improved KAZE and BRIEF Descriptor.International Journal of Automation and Computing,17(4),588-598.
MLA Huan Liu,et al."Remote Sensing Image Registration Based on Improved KAZE and BRIEF Descriptor".International Journal of Automation and Computing 17.4(2020):588-598.

入库方式： OAI收割

来源：自动化研究所

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