Manifold Modeling and Its Application to Tubular Scene Manifold Mosaicing Algorithm
Zhang, Hongyan; Li, Tuotuo; Geng, Jason
2012-09-01
发表期刊JOURNAL OF MATHEMATICAL IMAGING AND VISION
卷号44期号:1页码:80-98
文章类型Article
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.
关键词Manifold Modeling Image Mosaicing Tubular Scene Mobius Mapping
WOS标题词Science & Technology ; Technology ; Physical Sciences
关键词[WOS]WIRELESS CAPSULE ENDOSCOPY ; IMAGE MOSAICS
收录类别SCI
语种英语
WOS研究方向Computer Science ; Mathematics
WOS类目Computer Science, Artificial Intelligence ; Computer Science, Software Engineering ; Mathematics, Applied
WOS记录号WOS:000304653600006
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被引频次:1[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/8014
专题复杂系统管理与控制国家重点实验室_先进控制与自动化
作者单位Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China
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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.
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