Structured-Patch Optimization for Dense Correspondence
文献类型：期刊论文
| 作者 | Qin, Xiameng1; Shen, Jianbing1; Mao, Xiaoyang2; Li, Xuelong3 ; Jia, Yunde1
|
| 刊名 | ieee transactions on multimedia
 |
| 出版日期 | 2015-03-01 |
| 卷号 | 17期号:3页码:295-306 |
| 关键词 | Dense correspondence features match optimization structured patch |
| 英文摘要 | this paper presents a new method to compute the dense correspondences between two images by using the energy optimization and the structured patches. in terms of the property of the sparse feature and the principle that nearest sub-scenes and neighbors are much more similar, we design a new energy optimization to guide the dense matching process and find the reliable correspondences. the sparse features are also employed to design a new structure to describe the patches. both transformation and deformation with the structured patches are considered and incorporated into an energy optimization framework. thus, our algorithm can match the objects robustly in complicated scenes. finally, a local refinement technique is proposed to solve the perturbation of the matched patches. experimental results demonstrate that our method outperforms the state-of-the-art matching algorithms. |
| WOS标题词 | science & technology ; technology |
| 类目[WOS] | computer science, information systems ; computer science, software engineering ; telecommunications |
| 研究领域[WOS] | computer science ; telecommunications |
| 关键词[WOS] | optical-flow ; extraction ; stereo ; images ; video |
| 收录类别 | SCI ; EI |
| 语种 | 英语 |
| WOS记录号 | WOS:000351585700003 |
| 公开日期 | 2015-07-28 |
| 源URL | [http://ir.opt.ac.cn/handle/181661/24113]  |
| 专题 | 西安光学精密机械研究所_光学影像学习与分析中心 |
| 作者单位 | 1.Beijing Inst Technol, Sch Comp Sci, Beijing Lab Intelligent Informat Technol, Beijing 100081, Peoples R China 2.Univ Yamanashi, Interdisciplinary Grad Sch Med & Engn, Kofu, Yamanashi 4008510, Japan 3.Chinese Acad Sci, Xian Inst Opt & Precis Mech, Ctr Opt Imagery Anal & Learning, State Key Lab Transient Opt & Photon, Xian 710119, Peoples R China |
| 推荐引用方式 GB/T 7714 | Qin, Xiameng,Shen, Jianbing,Mao, Xiaoyang,et al. Structured-Patch Optimization for Dense Correspondence[J]. ieee transactions on multimedia,2015,17(3):295-306. |
| APA | Qin, Xiameng,Shen, Jianbing,Mao, Xiaoyang,Li, Xuelong,&Jia, Yunde.(2015).Structured-Patch Optimization for Dense Correspondence.ieee transactions on multimedia,17(3),295-306. |
| MLA | Qin, Xiameng,et al."Structured-Patch Optimization for Dense Correspondence".ieee transactions on multimedia 17.3(2015):295-306. |
入库方式： OAI收割
来源：西安光学精密机械研究所
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