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
Link To Document :
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