Title :
Path-based morphological openings
Author :
Heijmans, Henk ; Buckley, Michael ; Talbot, Hugues
Author_Institution :
CWI, Amsterdam, Netherlands
Abstract :
A well-known problem in image analysis is the extraction of thin and elongated features such as edges, fractures, fibres, vessels, etc. In many cases, such features are not linear but curved rather than straight. A well-known morphological tool for the extraction of linear features is the opening by straight line segments of a certain length. In this paper we extend this class of morphological filters with openings with narrow structuring elements which are not necessarily straight line segments, but which can be connected paths defined by an adjacency relation.
Keywords :
feature extraction; image segmentation; mathematical morphology; image analysis; image segmentation; morphological filter; path-based morphological opening; Australia; Computational modeling; Feature extraction; Filters; Image edge detection; Image segmentation; Lattices; Morphology; Shape; Tellurium;
Conference_Titel :
Image Processing, 2004. ICIP '04. 2004 International Conference on
Print_ISBN :
0-7803-8554-3
DOI :
10.1109/ICIP.2004.1421765