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A Robust and Efficient Video Anti-Shaking Algorithm for Low-End Smartphone Platforms
Xie Q.3; Chen X.4; Zhang L.2; Jiang A.1; Cui F.1
2019-02-01
Source PublicationIEEE Transactions on Consumer Electronics
ISSN0098-3063
Volume65Issue:1Pages:1-10
Abstract

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.

KeywordDigital Video Stabilization Motion Detection Motion Estimation Smartphone Platform
DOI10.1109/TCE.2018.2883456
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaEngineering ; Telecommunications
WOS SubjectEngineering, Electrical & Electronic ; Telecommunications
WOS IDWOS:000457793800001
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Cited Times [WOS]:4   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionDEPARTMENT OF COMPUTER AND INFORMATION SCIENCE
Corresponding AuthorZhang L.
Affiliation1.Nokia Corporation
2.Universidade de Macau
3.Beijing University of Technology
4.Institute of Automation Chinese Academy of Sciences
5.Beijing Smarter Eye Technology Company, Ltd.
Corresponding Author AffilicationUniversity of Macau
Recommended Citation
GB/T 7714
Xie Q.,Chen X.,Zhang L.,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 Q.,Chen X.,Zhang L.,Jiang A.,&Cui F..(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 Q.,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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