| 适用于大角度抖动的电子稳像算法 |
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| 引用本文： | 初秀琴,王飞,倪乐真,刘洋. 适用于大角度抖动的电子稳像算法[J]. 西安电子科技大学学报(自然科学版), 2011, 38(4): 26-31. DOI: 10.3969/j.issn.1001-2400.2011.04.005 |
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| 作者姓名： | 初秀琴 王飞 倪乐真 刘洋 |
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| 作者单位： | 西安电子科技大学电路CAD研究所;西安电子科技大学超高速电路设计与电磁兼容教育部重点实验室; |
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| 基金项目： | 国家自然科学基金资助项目(60876023); 超高速电路设计与电磁兼容教育部重点实验室基金资助项目 |
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| 摘 要： | 在角点检测的基础上,提出了一点对多点的配对策略,并针对该策略推导了能够解决图像序列同时存在平移和大角度旋转的稳像新算法.该算法克服了其他稳像算法必须准确求解图像旋转中心的缺点,突破了以往大多数算法仅解决平移和小角度旋转(一般是3°到5°)的限制.实验结果表明,当抖动图像的旋转角度转到18°时,仍然能达到很好的稳像效果,且稳像后图像的平均峰值信噪比比稳像前提高了约26 dB.
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| 关 键 词： | 电子稳像 大角度抖动 角点匹配 全局运动估计 |
| 收稿时间： | 2010-11-23 |
Digital image stabilization algorithm applicable to large rotation |
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| CHU Xiuqin,,WANG Fei,NI Lezhen,LIU Yang. Digital image stabilization algorithm applicable to large rotation[J]. Journal of Xidian University, 2011, 38(4): 26-31. DOI: 10.3969/j.issn.1001-2400.2011.04.005 |
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| Authors: | CHU Xiuqin WANG Fei NI Lezhen LIU Yang |
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| Affiliation: | (1. Research Inst. of Electronic CAD, Xidian Univ., Xi'an 710071， China;2. Ministry of Education Key Lab. of High-Speed Circuit Design and EMC, Xidian Univ., Xi'an 710071， China) |
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| Abstract: | Based on corner detection, a matching strategy featured point-to-multipoint is presented, from which it is proposed a new image stabilization algorithm for image sequences with both translation and large rotation. The algorithm has made a breakthrough to the limitations of both the traditional algorithms' capability of only resolving translation or small rotation(3° to 5° on average) and the necessity of the center of rotation being precisely determined. Experimental results show that the algorithm still effectively functions even when the rotation angle reaches18°. Also, the average PSNR is raised approximately 26dB after stabilization. |
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| Keywords: | electronic image stabilization large rotation corner matching global motion estimation |
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