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Anisotropic Continuous-Scale Morphology.

Authors :
Hutchison, David
Kanade, Takeo
Kittler, Josef
Kleinberg, Jon M.
Mattern, Friedemann
Mitchell, John C.
Naor, Moni
Nierstrasz, Oscar
Rangan, C. Pandu
Steffen, Bernhard
Sudan, Madhu
Terzopoulos, Demetri
Tygar, Doug
Vardi, Moshe Y.
Weikum, Gerhard
Martí, Joan
Benedí, José Miguel
Mendonça, Ana Maria
Serrat, Joan
Breuß, Michael
Source :
Pattern Recognition & Image Analysis (9783540728481); 2007, p515-522, 8p
Publication Year :
2007

Abstract

We describe a new approach to incorporate adaptivity into the partial differential equations (PDEs) of morphological dilation and erosion. By multiplication of the image gradient with a space-variant matrix, the speed of the evolution is locally adapted to the data. This is used to create anisotropic morphological evolutions that enhance coherent, flow-like image structures. We show that our adaptive method can be implemented by means of a simple modification of the classical Rouy-Tourin finite difference scheme. Numerical experiments confirm that the proposed dilations and erosions are capable of real anisotropic behaviour that can be used for closing interrupted lines. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISBNs :
9783540728481
Database :
Supplemental Index
Journal :
Pattern Recognition & Image Analysis (9783540728481)
Publication Type :
Book
Accession number :
33215616
Full Text :
https://doi.org/10.1007/978-3-540-72849-8_65