A fast video stabilization algorithm with unexpected motion prediction strategy
文献类型:会议论文
作者 | Zhang Y(张阳)![]() |
出版日期 | 2015 |
会议名称 | 2015 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2015 |
会议日期 | July 7-11, 2015 |
会议地点 | Busan, Korea, Republic of |
关键词 | Video stabilization motion estimation motion prediction border region mosaicking mobile robot |
页码 | 571-576 |
中文摘要 | The vision systems mounted on mobile robots, which are moving on the rugged environment or enduring mechanical vibration, usually suffer from instable video during acquisition. In this paper, a fast video stabilization technique for robot application is presented. The proposed approach takes full advantage of intrinsic characteristics of the unwanted camera motion. There are four main steps involved in the proposed approach: feature extraction, motion estimation, motion compensation and undefined region mosaicing. We began with extracting the global features in 9 sub-regions of the current frame. The blocks with extracted features are matched in the reference frame from predicted start position. The computed motion consists of both expected and unexpected components. They are distinguished by motion smooth process and followed by motion compensation. As the result of frame shifting, some border regions are undefined. To solve this problem, inter-frames data is taken in consideration to fill those regions. A series of experiments with vivid data have been conducted. The results have revealed the effectiveness of the proposed technique. © 2015 IEEE. |
收录类别 | EI ; CPCI(ISTP) |
产权排序 | 1 |
会议录 | IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM
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会议录出版者 | IEEE |
会议录出版地 | Piscataway, NJ, USA |
语种 | 英语 |
ISBN号 | 978-1-4673-9107-8 |
WOS记录号 | WOS:000381493900100 |
源URL | [http://ir.sia.cn/handle/173321/17572] ![]() |
专题 | 沈阳自动化研究所_空间自动化技术研究室 |
推荐引用方式 GB/T 7714 | Zhang Y,Leng YQ,He X. A fast video stabilization algorithm with unexpected motion prediction strategy[C]. 见:2015 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2015. Busan, Korea, Republic of. July 7-11, 2015. |
入库方式: OAI收割
来源:沈阳自动化研究所
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