DocumentCode
3339212
Title
An interactive method for curve extraction
Author
Guo, Ge ; Liu, Luoqi ; Zhang, Zhebin ; Wang, Yizhou ; Gao, Wen
Author_Institution
Inst. of Comput. Technol., Chinese Acad. of Sci., Beijing, China
fYear
2010
fDate
26-29 Sept. 2010
Firstpage
1905
Lastpage
1908
Abstract
We introduce a curve process framework to solve the challenging problem of curve extraction from “non-traceable” curve groups. We propose a comprehensive curve model, which consists of the geometric, photometric and topological sub-models. Two typical categories of the non-traceable curve groups are considered. First, for the interlaced curves with complex structures, we show how to use the proposed curve model especially the topological sub-model to extract curves from the group. Second, for the non-interlaced but over-dense or faint curves we leverage the curve group pattern priors in addition, and extract the whole pattern in a global optimization. Applications and experiments demonstrate the competence of our models and methods.
Keywords
computational geometry; curve fitting; feature extraction; curve extraction; curve process framework; geometric submodel; interactive method; nontraceable curve group; photometric submodel; topological submodel; Active shape model; Computational modeling; Image edge detection; Image segmentation; Junctions; Markov processes; Shape; curve extraction; curve model;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location
Hong Kong
ISSN
1522-4880
Print_ISBN
978-1-4244-7992-4
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2010.5651805
Filename
5651805
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