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
发表期刊	IEEE TRANSACTIONS ON CONSUMER ELECTRONICS
ISSN	0098-3063
	2019-02-01
卷号	65 期号:1 页码:1-10
通讯作者	Zhang, Liming(lmzhang@umac.mo)
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.
关键词	Digital video stabilization smartphone platform motion estimation motion detection
DOI	10.1109/TCE.2018.2883456
关键词[WOS]	DIGITAL IMAGE STABILIZATION ; LOCALIZATION
收录类别	SCI
语种	英语
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] ; 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]
项目资助者	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
WOS研究方向	Engineering ; Telecommunications
WOS类目	Engineering, Electrical & Electronic ; Telecommunications
WOS记录号	WOS:000457793800001
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
七大方向——子方向分类	图像视频处理与分析
引用统计	被引频次：9[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/25278
专题	脑图谱与类脑智能实验室_微观重建与智能分析
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
第一作者单位	中国科学院自动化研究所
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.