Feature Fusion Information Statistics for feature matching in cluttered scenes
文献类型：期刊论文
| 作者 | Zhou, Wei1 ; Ma, Caiwen2; Liao, Shenghui6; Shi, Jinjing6; Yao, Tong2,3; Chang, Peng4; Kuijper, Arjan5
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| 刊名 | Computers and Graphics (Pergamon)
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| 出版日期 | 2018-12 |
| 卷号 | 77页码:50-64 |
| ISSN号 | 00978493 |
| DOI | 10.1016/j.cag.2018.09.012 |
| 产权排序 | 2 |
| 英文摘要 | Object recognizing in cluttered scenes remains a largely unsolved problem, especially when applying feature matching to cluttered scenes there are many feature mismatches between the scenes and models. We propose our Feature Fusion Information Statistics (FFIS) as the calculation framework for extracting salient information from a Local Surface Patch (LSP) by a Local Reference Frame (LRF). Our LRF is defined on each LSP by projecting the scatter matrix's eigenvectors to a plane which is perpendicular to the normal of the LSP. Based on this, our FFIS descriptor of each LSP is calculated, for which we use the combined distribution of mesh and point information in a local domain. Finally, we evaluate the speed, robustness and descriptiveness of our FFIS with the state-of-the-art methods on several public benchmarks. Our experiments show that our FFIS is fast and obtains a more reliable matching rate than other approaches in cluttered situations. © 2018 Elsevier Ltd |
| 语种 | 英语 |
| 源URL | [http://ir.opt.ac.cn/handle/181661/30680]  |
| 专题 | 西安光学精密机械研究所_光电测量技术实验室 |
| 通讯作者 | Zhou, Wei |
| 作者单位 | 1.Multimedia Research Center, Shenzhen Institutes of Advanced Technology of CAS, 1068 Xueyuan Avenue, Shenzhen; 518055, China; 2.Xi'an Institute of Optics and Precision Mechanics of CAS, No.17 Xinxi Road, Xi'an; 7101199, China; 3.University of Chinese Academy of Sciences, No.19A Yuquan Road, Beijing; 100049, China; 4.Northeastern University, 360 Huntington Ave., Boston; 02115, United States; 5.Fraunhofer IGD & TU Darmstadt, Fraunhoferstrasse 5, Darmstadt; 64283, Germany; 6.School of Information Science & Engineering, Central South University, Changsha; 410083, China |
| 推荐引用方式 GB/T 7714 | Zhou, Wei,Ma, Caiwen,Liao, Shenghui,et al. Feature Fusion Information Statistics for feature matching in cluttered scenes[J]. Computers and Graphics (Pergamon),2018,77:50-64. |
| APA | Zhou, Wei.,Ma, Caiwen.,Liao, Shenghui.,Shi, Jinjing.,Yao, Tong.,...&Kuijper, Arjan.(2018).Feature Fusion Information Statistics for feature matching in cluttered scenes.Computers and Graphics (Pergamon),77,50-64. |
| MLA | Zhou, Wei,et al."Feature Fusion Information Statistics for feature matching in cluttered scenes".Computers and Graphics (Pergamon) 77(2018):50-64. |
入库方式： OAI收割
来源：西安光学精密机械研究所
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