Remote Sensing Image Registration Based on Improved KAZE and BRIEF Descriptor

doi:10.1007/s11633-019-1218-3

CORC > 自动化研究所 > 中国科学院自动化研究所 > 学术期刊 > International Journal of Automation and Computing

	Remote Sensing Image Registration Based on Improved KAZE and BRIEF Descriptor
	Huan Liu 2; Gen-Fu Xiao 1
刊名	International Journal of Automation and Computing
	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
DOI	10.1007/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.
内容类型	期刊论文
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.