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Structured-Patch Optimization for Dense Correspondence
Qin, Xiameng1; Shen, Jianbing1; Mao, Xiaoyang2; Li, Xuelong3; Jia, Yunde1
2015-03-01
发表期刊IEEE TRANSACTIONS ON MULTIMEDIA
卷号17期号:3页码:295-306
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.
文章类型Article
关键词Dense Correspondence Features Match Optimization Structured Patch
WOS标题词Science & Technology ; Technology
DOI10.1109/TMM.2015.2395078
收录类别SCI ; EI
关键词[WOS]OPTICAL-FLOW ; EXTRACTION ; STEREO ; IMAGES ; VIDEO
语种英语
WOS研究方向Computer Science ; Telecommunications
WOS类目Computer Science, Information Systems ; Computer Science, Software Engineering ; Telecommunications
WOS记录号WOS:000351585700003
引用统计
被引频次:7[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.opt.ac.cn/handle/181661/24113
专题光谱成像技术研究室
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
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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.
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