Feature matching using guidance-constraint method
文献类型：期刊论文
| 作者 | Wang, Zhiheng1; Wang, Zhifei1; Liu, Hongmin1; Huo, Zhanqiang1; Fan, Bin2
|
| 刊名 | IET COMPUTER VISION
 |
| 出版日期 | 2016-10-01 |
| 卷号 | 10期号:7页码:718-727 |
| DOI | 10.1049/iet-cvi.2015.0354 |
| 文献子类 | Article |
| 英文摘要 | Image distortions and repetitive patterns widely exist in real images, which results in that feature matching is still a challenging problem though great progress has been made recently. This study presents a matching method, called guidance-constraints method (GCM), which has obvious advantages in resolving problems of matching features on images with image distortions or repetitive patterns. In GCM, feature points are paired and connection compatibility is introduced to describe the relative geometric relations among features, and then potential matches are found by using the defined geometric guidance and are verified by using the defined geometric constraints. Experimental evaluation shows that the proposed GCM can significantly improve both the number of correct matches and correct ratio under various image transformations, especially more effective on images with distortions or containing repetitive patterns. |
| WOS关键词 | PERFORMANCE EVALUATION ; REPETITIVE PATTERNS ; OBJECT RECOGNITION ; DESCRIPTOR ; CONTEXT |
| WOS研究方向 | Computer Science ; Engineering |
| 语种 | 英语 |
| WOS记录号 | WOS:000396098100012 |
| 资助机构 | National Natural Science Foundation of China(61272394 ; programme for Science & Technology Innovation Talents in Universities of Henan Province(13HASTIT039) ; HPU Innovative Research Team(T2014-3) ; HPU Distinguished Young Scholars(J2013-2) ; 61572173 ; 61472119 ; 61472373) |
| 源URL | [http://ir.ia.ac.cn/handle/173211/15073]  |
| 专题 | 自动化研究所_模式识别国家重点实验室_遥感图像处理团队 |
| 作者单位 | 1.Henan Polytech Univ, Sch Comp Sci & Tech, Jiaozuo 454000, Peoples R China 2.Chinese Acad Sci, Inst Automat, NLPR, Beijing 100190, Peoples R China |
| 推荐引用方式 GB/T 7714 | Wang, Zhiheng,Wang, Zhifei,Liu, Hongmin,et al. Feature matching using guidance-constraint method[J]. IET COMPUTER VISION,2016,10(7):718-727. |
| APA | Wang, Zhiheng,Wang, Zhifei,Liu, Hongmin,Huo, Zhanqiang,&Fan, Bin.(2016).Feature matching using guidance-constraint method.IET COMPUTER VISION,10(7),718-727. |
| MLA | Wang, Zhiheng,et al."Feature matching using guidance-constraint method".IET COMPUTER VISION 10.7(2016):718-727. |
入库方式： OAI收割
来源：自动化研究所
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