DocumentCode :
419681
Title :
A fast multiscale edge detection algorithm based on a new edge preserving PDE resolution scheme
Author :
Tremblais, Benoit ; Augereau, Bertrand
Author_Institution :
Laboratoire IRCOM-SIC, UMR CNRS, France
Volume :
2
fYear :
2004
fDate :
23-26 Aug. 2004
Firstpage :
811
Abstract :
In this communication we present a new explicit numerical scheme to approximate the solution of the linear diffusion filtering. It allows to introduce a new edge preserving scheme which is fast, stable, easy to program and applicable to any dimensions. Our diffusion scheme is then put into a simple and original multi-scale edge detection algorithm. Some experimental results of the proposed approach for the multi-scale detection of edges in grey scale images are presented, as well as a comparison with other diffusion filtering schemes.
Keywords :
edge detection; image resolution; diffusion filtering schemes; edge preserving PDE resolution scheme; grey scale image; linear diffusion filtering; multiscale edge detection algorithm; Acceleration; Computational efficiency; Filtering algorithms; Finite difference methods; Finite element methods; Gaussian processes; Image edge detection; Layout; Machine vision; Nonlinear filters;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
ISSN :
1051-4651
Print_ISBN :
0-7695-2128-2
Type :
conf
DOI :
10.1109/ICPR.2004.1334382
Filename :
1334382
Link To Document :
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