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Region-Based 2D Deformable Generalized Cylinder for Narrow Structures Segmentation

Cohen, Laurent D.; Boné, Romuald; Mille, Julien (2008), Region-Based 2D Deformable Generalized Cylinder for Narrow Structures Segmentation, in Zisserman, Andrew; Torr, Philip; Forsyth, David, Computer Vision – ECCV 2008 10th European Conference on Computer Vision, Springer : Berlin, p. 392-404. http://dx.doi.org/10.1007/978-3-540-88688-4_29

Type
Communication / Conférence
Date
2008
Conference title
ECCV 2008
Conference date
2008-11
Conference city
Marseille
Conference country
France
Book title
Computer Vision – ECCV 2008 10th European Conference on Computer Vision
Book author
Zisserman, Andrew; Torr, Philip; Forsyth, David
Publisher
Springer
Series title
Lecture Notes in Computer Science
Series number
5303
Published in
Berlin
ISBN
978-3-540-88685-3
Pages
392-404
Publication identifier
http://dx.doi.org/10.1007/978-3-540-88688-4_29
Metadata
Show full item record
Author(s)
Cohen, Laurent D.
Boné, Romuald
Mille, Julien
Abstract (EN)
In this paper, we present a region-based deformable cylinder model, extending the work on classical region-based active contours and gradient-based ribbon snakes. Defined by a central curve playing the role of the medial axis and a variable thickness, the model is endowed with a region-dependent term.This energy follows the narrow band principle, in order to handle local region properties while overcoming limitations of classical edge-based models. The energy is subsequently transformed and derived in order to allow implementation on a polygonal line deformed with gradient descent. The model is used to extract path-like objects in medical and aerial images.
Subjects / Keywords
segmenting images; deformable models

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