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Nonlinear image labeling for multivalued segmentation

Authors :
Dellepiane, Silvana G.
Vernazza, Gianni L.
Fontana, Franco
Source :
IEEE Transactions on Image Processing. March, 1996, Vol. 5 Issue 3, p429, 18 p.
Publication Year :
1996

Abstract

A nonlinear processing method developed for image labeling overcomes or minimizes the problems faced by common region-based algorithms. The method involves nonlinear integration of topological and statistical methods. It involves image scanning or growing processes, and pixel-labeling processes. The selection of the input threshold is unnecessary for a multivalue view of the labeling results obtained by the labeling mechanism. The method gives correct segmentation results for synthetic and real images.

Details

ISSN :
10577149
Volume :
5
Issue :
3
Database :
Gale General OneFile
Journal :
IEEE Transactions on Image Processing
Publication Type :
Academic Journal
Accession number :
edsgcl.18432190