Geometric distortion correction of long-range imaging containing moving objects

doi:10.1088/2040-8986/aaf191

CORC > 光电技术研究所 > 中国科学院光电技术研究所 > 自适应光学技术研究室（八室）

	Geometric distortion correction of long-range imaging containing moving objects
	Xu, Xinggui 1,2,3; Yang, Ping 1; Liu, Yong 2; Xian, Hao 1; Xu, Bing 1
刊名	Journal of Optics (United Kingdom)
	2019
卷号	21 期号:1
关键词	atmospheric turbulence image reconstruction-restoration imaging through turbulent media image detection systems
ISSN号	2040-8978
DOI	10.1088/2040-8986/aaf191
文献子类	期刊论文
英文摘要	Video sequences of long-range imaging are inevitably affected by optical turbulence, which leads to non-uniform geometric distortion and object position shifts. The restoration of this turbulence-degraded data containing moving objects is a challenging task, which essentially involves video stabilization and the detection of moving objects. In this work, a novel method is proposed for simultaneously realizing turbulence mitigation and moving objects detection. We firstly model the turbulent foreground with a specific mixture of Gaussian (MoG) distribution, which is regularized online by the low-rank subspace of the background. Then, to preserve the low-rank property of the dynamic background, we embed a transformation operator into the proposed model which makes it much more robust in the event of practical camera jitters or rotation. Finally, a simple mask strategy is used to reconstruct stable frames containing moving objects. Extensive experiments using synthetic and real-life turbulence-degraded data show that the proposed method outperforms other compared approaches in terms of both geometric distortion correction and the preservation of moving objects. © 2018 IOP Publishing Ltd.
WOS关键词	ATMOSPHERIC-TURBULENCE ; VIDEO ; RESTORATION
WOS研究方向	Optics
语种	英语
出版者	Institute of Physics Publishing
WOS记录号	WOS:000452784700001
内容类型	期刊论文
源URL	[http://ir.ioe.ac.cn/handle/181551/9734]
专题	光电技术研究所_自适应光学技术研究室（八室）
作者单位	1.Key Laboratory On Adaptive Optics, Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu; 610209, China; 2.School of Optoelectronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu; 610054, China; 3.University of Chinese Academy of Sciences, Beijing; 100039, China
推荐引用方式 GB/T 7714	Xu, Xinggui,Yang, Ping,Liu, Yong,et al. Geometric distortion correction of long-range imaging containing moving objects[J]. Journal of Optics (United Kingdom),2019,21(1).
APA	Xu, Xinggui,Yang, Ping,Liu, Yong,Xian, Hao,&Xu, Bing.(2019).Geometric distortion correction of long-range imaging containing moving objects.Journal of Optics (United Kingdom),21(1).
MLA	Xu, Xinggui,et al."Geometric distortion correction of long-range imaging containing moving objects".Journal of Optics (United Kingdom) 21.1(2019).