CASIA OpenIR
A Robust and Efficient Video Anti-Shaking Algorithm for Low-End Smartphone Platforms
Xie, Qiwei1,2; Chen, Xi2; Zhang, Liming3; Jiang, An4,5; Cui, Feng4,5
Source PublicationIEEE TRANSACTIONS ON CONSUMER ELECTRONICS
ISSN0098-3063
2019-02-01
Volume65Issue:1Pages:1-10
Corresponding AuthorZhang, Liming(lmzhang@umac.mo)
AbstractFeature 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.
KeywordDigital video stabilization smartphone platform motion estimation motion detection
DOI10.1109/TCE.2018.2883456
WOS KeywordDIGITAL IMAGE STABILIZATION ; LOCALIZATION
Indexed BySCI
Language英语
Funding ProjectNational 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]
Funding OrganizationNational 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 Research AreaEngineering ; Telecommunications
WOS SubjectEngineering, Electrical & Electronic ; Telecommunications
WOS IDWOS:000457793800001
PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Citation statistics
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/25278
Collection中国科学院自动化研究所
Corresponding AuthorZhang, Liming
Affiliation1.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
First Author AffilicationInstitute of Automation, Chinese Academy of Sciences
Recommended Citation
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.
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