Manifold Modeling and Its Application to Tubular Scene Manifold Mosaicing Algorithm

CASIA OpenIR > 多模态人工智能系统全国重点实验室 > 平行智能技术与系统团队

	Manifold Modeling and Its Application to Tubular Scene Manifold Mosaicing Algorithm
	Zhang, Hongyan; Li, Tuotuo; Geng, Jason
发表期刊	JOURNAL OF MATHEMATICAL IMAGING AND VISION
	2012-09-01
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
引用统计	被引频次：3[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	多模态人工智能系统全国重点实验室_平行智能技术与系统团队
作者单位	Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China
第一作者单位	中国科学院自动化研究所
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.