DocumentCode
1389415
Title
Veinerization: a new shape description for flexible skeletonization
Author
Deseilligny, Marc Pierrot ; Stamon, Georges ; Suen, Ching Y.
Author_Institution
Inst. Geogr. Nat., Lab. MATIS, Saint-Mande, France
Volume
20
Issue
5
fYear
1998
fDate
5/1/1998 12:00:00 AM
Firstpage
505
Lastpage
521
Abstract
We introduce the new concept of “veinerization”, which produces a graph that contains all the “topological” information needed to derive a wide variety of skeletons. Theoretically, the main contribution is to provide a homogeneous framework for integration of the major concepts described in other related works on digital skeletonization. In practice, the new aspect of this approach is to provide the user with different criteria for selecting the most suitable skeleton for a given application, e.g., the user can select a suitable threshold for obtaining the desirable balance between “ having a skeleton without noisy prunes” and “having a skeleton that reflects the initial shape”. This algorithm has been tested on numerous kinds of patterns, including pathological ones like fractal sets well-known for the complexity of their shapes
Keywords
computer vision; fractals; image representation; topology; computer vision; context adaptation; digital skeleton; digital topology; flexible skeletonization; fractal sets; image representation; shape description; veinerization; Computer vision; Fractals; Noise generators; Noise shaping; Pathology; Robustness; Shape; Skeleton; Testing; Topology;
fLanguage
English
Journal_Title
Pattern Analysis and Machine Intelligence, IEEE Transactions on
Publisher
ieee
ISSN
0162-8828
Type
jour
DOI
10.1109/34.682180
Filename
682180
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