A Robust and Efficient Video Anti-Shaking Algorithm for Low-End Smartphone Platforms
文献类型：期刊论文
| 作者 | Xie, Qiwei1,2 ; Chen, Xi2; Zhang, Liming3; Jiang, An4,5; Cui, Feng4,5
|
| 刊名 | IEEE TRANSACTIONS ON CONSUMER ELECTRONICS
 |
| 出版日期 | 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. |
| WOS关键词 | DIGITAL IMAGE STABILIZATION ; LOCALIZATION |
| 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研究方向 | Engineering ; Telecommunications |
| 语种 | 英语 |
| WOS记录号 | WOS:000457793800001 |
| 出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| 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 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/25277]  |
| 专题 | 类脑智能研究中心_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 |
| 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. |
入库方式： OAI收割
来源：自动化研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。