Manifold Modeling and Its Application to Tubular Scene Manifold Mosaicing Algorithm
Zhang, Hongyan; Li, Tuotuo; Geng, Jason
Source PublicationJOURNAL OF MATHEMATICAL IMAGING AND VISION
2012-09-01
Volume44Issue:1Pages:80-98
SubtypeArticle
AbstractManifold 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.
KeywordManifold Modeling Image Mosaicing Tubular Scene Mobius Mapping
WOS HeadingsScience & Technology ; Technology ; Physical Sciences
WOS KeywordWIRELESS CAPSULE ENDOSCOPY ; IMAGE MOSAICS
Indexed BySCI
Language英语
WOS Research AreaComputer Science ; Mathematics
WOS SubjectComputer Science, Artificial Intelligence ; Computer Science, Software Engineering ; Mathematics, Applied
WOS IDWOS:000304653600006
Citation statistics
Cited Times:1[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/8014
Collection复杂系统管理与控制国家重点实验室_先进控制与自动化
AffiliationChinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China
Recommended Citation
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.
Files in This Item:
There are no files associated with this item.
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Zhang, Hongyan]'s Articles
[Li, Tuotuo]'s Articles
[Geng, Jason]'s Articles
Baidu academic
Similar articles in Baidu academic
[Zhang, Hongyan]'s Articles
[Li, Tuotuo]'s Articles
[Geng, Jason]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Zhang, Hongyan]'s Articles
[Li, Tuotuo]'s Articles
[Geng, Jason]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.