Towards reliable matching of images containing repetitive patterns
文献类型：期刊论文
| 作者 | Fan, Bin ; Wu, Fuchao; Hu, Zhanyi
|
| 刊名 | PATTERN RECOGNITION LETTERS
 |
| 出版日期 | 2011-10-15 |
| 卷号 | 32期号:14页码:1851-1859 |
| 关键词 | Image matching Repetitive patterns Local descriptors Point matching Geometric consistency |
| 英文摘要 | This paper aims to solve the problem of matching images containing repetitive patterns. Although repetitive patterns widely exist in real world images, these images are difficult to be matched due to local ambiguities even if the viewpoint changes are not very large. It is still an open and challenging problem. To solve the problem, this paper proposes to match pairs of interest points and then obtain point correspondences from the matched pairs of interest points based on the low distortion constraint, which is meant that the distortions of point groups should be small across images. By matching pairs of interest points, local ambiguities induced by repetitive patterns can be reduced to some extent since information in a much larger region is used. Meanwhile, owing to our newly defined compatibility measure between one correspondence and a set of point correspondences, the obtained point correspondences are very reliable. Experiments have demonstrated the effectiveness of our method and its superiority to the existing methods. (C) 2011 Elsevier B.V. All rights reserved. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Artificial Intelligence |
| 研究领域[WOS] | Computer Science |
| 关键词[WOS] | FEATURES ; MODEL |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000296547400018 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/2969]  |
| 专题 | 自动化研究所_模式识别国家重点实验室_机器人视觉团队 |
| 作者单位 | Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China |
| 推荐引用方式 GB/T 7714 | Fan, Bin,Wu, Fuchao,Hu, Zhanyi. Towards reliable matching of images containing repetitive patterns[J]. PATTERN RECOGNITION LETTERS,2011,32(14):1851-1859. |
| APA | Fan, Bin,Wu, Fuchao,&Hu, Zhanyi.(2011).Towards reliable matching of images containing repetitive patterns.PATTERN RECOGNITION LETTERS,32(14),1851-1859. |
| MLA | Fan, Bin,et al."Towards reliable matching of images containing repetitive patterns".PATTERN RECOGNITION LETTERS 32.14(2011):1851-1859. |
入库方式： OAI收割
来源：自动化研究所
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