Multi-source Remote Sensing Image Registration Based on Contourlet Transform and Multiple Feature Fusion

doi:10.1007/s11633-018-1163-6

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

	Multi-source Remote Sensing Image Registration Based on Contourlet Transform and Multiple Feature Fusion
	Huan Liu 2,3; Gen-Fu Xiao 1; Yun-Lan Tan 2,3; Chun-Juan Ouyang 2,3
刊名	International Journal of Automation and Computing
	2019
卷号	16 期号:5 页码:575-588
关键词	Feature fusion multi-scale circle Gaussian combined invariant moment multi-direction gray level co-occurrence matrix multi-source remote sensing image registration contourlet transform.
ISSN号	1476-8186
DOI	10.1007/s11633-018-1163-6
英文摘要	Image registration is an indispensable component in multi-source remote sensing image processing. In this paper, we put forward a remote sensing image registration method by including an improved multi-scale and multi-direction Harris algorithm and a novel compound feature. Multi-scale circle Gaussian combined invariant moments and multi-direction gray level co-occurrence matrix are extracted as features for image matching. The proposed algorithm is evaluated on numerous multi-source remote sensor images with noise and illumination changes. Extensive experimental studies prove that our proposed method is capable of receiving stable and even distribution of key points as well as obtaining robust and accurate correspondence matches. It is a promising scheme in multi-source remote sensing image registration.
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/42359]
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, Ji′an 343009, China 3.Key Laboratory of Watershed Ecology and Geographical Environment Monitoring, National Administration of Surveying, Mapping and Geoinformation (NASG), Ji′an 343009, China
推荐引用方式 GB/T 7714	Huan Liu,Gen-Fu Xiao,Yun-Lan Tan,et al. Multi-source Remote Sensing Image Registration Based on Contourlet Transform and Multiple Feature Fusion[J]. International Journal of Automation and Computing,2019,16(5):575-588.
APA	Huan Liu,Gen-Fu Xiao,Yun-Lan Tan,&Chun-Juan Ouyang.(2019).Multi-source Remote Sensing Image Registration Based on Contourlet Transform and Multiple Feature Fusion.International Journal of Automation and Computing,16(5),575-588.
MLA	Huan Liu,et al."Multi-source Remote Sensing Image Registration Based on Contourlet Transform and Multiple Feature Fusion".International Journal of Automation and Computing 16.5(2019):575-588.