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Manifold Modeling and Its Application to Tubular Scene Manifold Mosaicing Algorithm

文献类型：期刊论文

作者Zhang, Hongyan; Li, Tuotuo; Geng, Jason
刊名JOURNAL OF MATHEMATICAL IMAGING AND VISION
出版日期2012-09-01
卷号44期号:1页码:80-98
关键词Manifold modeling Image mosaicing Tubular scene Mobius mapping
英文摘要Manifold mosaicing is arguably the most important class of image mosaicing methods. The existing manifold mosaicing methods work reasonably well only for scenes with simple plane structure and for images taken in a usual way such that the camera's motion direction is perpendicular to its optical axis. A novel manifold modeling theoretical framework is presented to unify the current image mosaicing methods. Based on this framework, an effective mosaicing algorithm is also proposed to mosaic tubular scenes which have failed most existing methods. We adopt a two-step shaping strategy to parallelize the optical flows and change the topological genus of the image strips by Mobius mappings and circular ring extending. We performed computational experiments via image sequences acquired from tubular scenes and obtained excellent panoramas. The theoretical framework and algorithms in this paper have immediate applications to many practical tubular scene mosaicing problems in medical imaging, industrial inspection, gaming, virtual reality and robotics.
WOS标题词Science & Technology ; Technology ; Physical Sciences
类目[WOS]Computer Science, Artificial Intelligence ; Computer Science, Software Engineering ; Mathematics, Applied
研究领域[WOS]Computer Science ; Mathematics
关键词[WOS]WIRELESS CAPSULE ENDOSCOPY ; IMAGE MOSAICS
收录类别SCI
语种英语
WOS记录号WOS:000304653600006
公开日期2015-09-22
源URL[http://ir.ia.ac.cn/handle/173211/8014]  
专题自动化研究所_复杂系统管理与控制国家重点实验室_先进控制与自动化团队
作者单位Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China
推荐引用方式
GB/T 7714		 Zhang, Hongyan,Li, Tuotuo,Geng, Jason. Manifold Modeling and Its Application to Tubular Scene Manifold Mosaicing Algorithm[J]. JOURNAL OF MATHEMATICAL IMAGING AND VISION,2012,44(1):80-98.
APA Zhang, Hongyan,Li, Tuotuo,&Geng, Jason.(2012).Manifold Modeling and Its Application to Tubular Scene Manifold Mosaicing Algorithm.JOURNAL OF MATHEMATICAL IMAGING AND VISION,44(1),80-98.
MLA Zhang, Hongyan,et al."Manifold Modeling and Its Application to Tubular Scene Manifold Mosaicing Algorithm".JOURNAL OF MATHEMATICAL IMAGING AND VISION 44.1(2012):80-98.

入库方式： OAI收割

来源：自动化研究所

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