Lie Group Method: A New Approach to Image Matching with Arbitrary Orientations
文献类型：期刊论文
| 作者 | Ying, Shihui1; Qiao, Hong2
|
| 刊名 | INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY
 |
| 出版日期 | 2010 |
| 卷号 | 20期号:3页码:245-252 |
| 关键词 | template matching Lie groups Lie algebras steepest descent algorithm |
| 英文摘要 | In this article, we develop a new method for image matching of any two images with arbitrary orientations. The idea comes from the workpiece localization in machining industry. We first describe an image as a 3D point set other than the common 2D function f(x, y), then, making the sets corresponding to the compared images form solid surfaces, we equivalently translate the matching problem into an optimization problem on the Lie group SE(3). Through developing a kind of steepest descent algorithms on a general Lie group, we present an practical algorithm for matching problem. Simulations of eye detection and face detection are presented to show the feasibility and efficiency of the proposed algorithm. (C) 2010 Wiley Periodicals, Inc. Int J Imaging Syst Technol, 20, 245-252, 2010; View this article online at wileyonlinelibrary.com. DOI 10.1002/ima.20244 |
| WOS标题词 | Science & Technology ; Technology ; Physical Sciences |
| 类目[WOS] | Engineering, Electrical & Electronic ; Optics ; Imaging Science & Photographic Technology |
| 研究领域[WOS] | Engineering ; Optics ; Imaging Science & Photographic Technology |
| 关键词[WOS] | ALGORITHMS |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000280966800006 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/3016]  |
| 专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_机器人应用与理论组 |
| 作者单位 | 1.Shanghai Univ, Sch Sci, Dept Math, Shanghai 200444, Peoples R China 2.Chinese Acad Sci, Inst Automat, Key Lab Complex Syst & Intelligent Sci, Beijing 100080, Peoples R China |
| 推荐引用方式 GB/T 7714 | Ying, Shihui,Qiao, Hong. Lie Group Method: A New Approach to Image Matching with Arbitrary Orientations[J]. INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY,2010,20(3):245-252. |
| APA | Ying, Shihui,&Qiao, Hong.(2010).Lie Group Method: A New Approach to Image Matching with Arbitrary Orientations.INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY,20(3),245-252. |
| MLA | Ying, Shihui,et al."Lie Group Method: A New Approach to Image Matching with Arbitrary Orientations".INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY 20.3(2010):245-252. |
入库方式： OAI收割
来源：自动化研究所
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