Restoration of Epipolar Line Based on Multi-population Cooperative Particle Swarm Optimization
文献类型：会议论文
| 作者 | Gao HW(高宏伟) ; Xiaofeng Liu; Liu JG(刘金国); Chen FG(陈付国); Niu B(牛奔)
|
| 出版日期 | 2011 |
| 会议名称 | Bio-Inspired Computing and Applications. 7th International Conference on Intelligent Computing, ICIC 2011 |
| 会议日期 | August 11-14, 2011 |
| 会议地点 | Zhengzhou, China |
| 关键词 | Epipolar line Fundamental matrix PSO MCPSO |
| 页码 | 574-581 |
| 中文摘要 | A high precision epipolar line restoration algorithm based on Multi-population Cooperative PSO (MCPSO) is proposed in this paper. It adopts Harris operator to extract corner point and finishes gray cross -correlation matching. Firstly, the fundamental matrix initial value between matches in two images is calculated by 8 pairs matches algorithm. And then the optimal value of this matrix is gotten by MCPSO and PSO respectively based on the object function which is the distance between the point and corresponding polar line. Finally, the experiment results prove the validity and practicability of the proposed method. |
| 收录类别 | EI |
| 产权排序 | 1 |
| 会议录 | Bio-Inspired Computing and Applications. 7th International Conference on Intelligent Computing, ICIC 2011.Revised Selected Papers
 |
| 会议录出版者 | Springer-Verlag |
| 会议录出版地 | Berlin, Germany |
| 语种 | 英语 |
| ISBN号 | 978-3-642-24552-7 |
| 源URL | [http://ir.sia.cn/handle/173321/7729]  |
| 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 | Gao HW,Xiaofeng Liu,Liu JG,et al. Restoration of Epipolar Line Based on Multi-population Cooperative Particle Swarm Optimization[C]. 见:Bio-Inspired Computing and Applications. 7th International Conference on Intelligent Computing, ICIC 2011. Zhengzhou, China. August 11-14, 2011. |
入库方式： OAI收割
来源：沈阳自动化研究所
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