A Robust and Efficient Video Anti-Shaking Algorithm for Low-End Smartphone Platforms

doi:10.1109/TCE.2018.2883456

	A Robust and Efficient Video Anti-Shaking Algorithm for Low-End Smartphone Platforms
	Xie, Qiwei1,2 ; Chen, Xi2 ; Zhang, Liming 3; Jiang, An 4,5; Cui, Feng 4,5
刊名	IEEE TRANSACTIONS ON CONSUMER ELECTRONICS
	2019-02-01
卷号	65 期号:1 页码:1-10
关键词	Digital video stabilization smartphone platform motion estimation motion detection
ISSN号	0098-3063
DOI	10.1109/TCE.2018.2883456
通讯作者	Zhang, Liming(lmzhang@umac.mo)
英文摘要	Feature phones or low-end smart phones are an important part of our daily life. While lacking the powerful embedded camera and processing capability of the high-end smart phone, the feature phones with the low-end camera and processing capability are still widely used owing to its lower cost. Consequently, image and video processing algorithms are needed for many intelligent applications on the low-end smart phones. In this paper, we propose a novel robust and efficient video anti-shaking algorithm for the low-end smartphone platform. It provides an integrated application for the low-end smartphone platform, which includes a novel global motion estimation method, and a rapid and efficient local motion detection method. The overall framework is proposed considering the limited camera perception quality and limited mobile processing capability of the feature phone. The proposed algorithm can not only obtain a good visual effect but also be implemented in real-time for the low-end mobile platforms with very limited computational resource. Experimental results demonstrate that the proposed method can achieve a similar video stabilization effect to the Optical Image Stabilization hardware in high-end smartphones.
资助项目	National Science Foundation of China[61673381] ; National Science Foundation of China[61201050] ; National Science Foundation of China[61306070] ; Special Program of Beijing Municipal Science and Technology Commission[Z161100000216146] ; Strategic Priority Research Program of the CAS[XDB02060001] ; Multi-Year Research Grant of University of Macau[MYRG2014-00009-FST] ; Multi-Year Research Grant of University of Macau[MYRG2017-00218-FST]
WOS关键词	DIGITAL IMAGE STABILIZATION ; LOCALIZATION
WOS研究方向	Engineering ; Telecommunications
语种	英语
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
WOS记录号	WOS:000457793800001
资助机构	National Science Foundation of China ; Special Program of Beijing Municipal Science and Technology Commission ; Strategic Priority Research Program of the CAS ; Multi-Year Research Grant of University of Macau
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/25277]
专题	中国科学院自动化研究所
通讯作者	Zhang, Liming
作者单位	1.Beijing Univ Technol, Data Min Lab, Beijing 100190, Peoples R China 2.Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China 3.Univ Macau, Fac Sci & Technol, Macau, Peoples R China 4.Nokia China Investment Ltd, Beijing 100176, Peoples R China 5.Beijing Smarter Eye Technol Co Ltd, Beijing 100023, Peoples R China
推荐引用方式 GB/T 7714	Xie, Qiwei,Chen, Xi,Zhang, Liming,et al. A Robust and Efficient Video Anti-Shaking Algorithm for Low-End Smartphone Platforms[J]. IEEE TRANSACTIONS ON CONSUMER ELECTRONICS,2019,65(1):1-10.
APA	Xie, Qiwei,Chen, Xi,Zhang, Liming,Jiang, An,&Cui, Feng.(2019).A Robust and Efficient Video Anti-Shaking Algorithm for Low-End Smartphone Platforms.IEEE TRANSACTIONS ON CONSUMER ELECTRONICS,65(1),1-10.
MLA	Xie, Qiwei,et al."A Robust and Efficient Video Anti-Shaking Algorithm for Low-End Smartphone Platforms".IEEE TRANSACTIONS ON CONSUMER ELECTRONICS 65.1(2019):1-10.