Dempster-Shafer's Basic Probability Assignment Based on Fuzzy Membership Functions

In this paper, an image segmentation method based on Dempster-Shafer evidence theory is proposed. Basic probability assignment (bpa) is estimated in unsupervised way using pixels fuzzy membership degrees derived from image histogram. No assumption is made about the images data distribution. bpa is e...

Full description

Bibliographic Details
Main Authors: Abdel-Ouahab Boudraa, Ayachi Bentabet, Fabien Salzenstein
Format: Article
Language:English
Published: Computer Vision Center Press 2004-04-01
Series:ELCVIA Electronic Letters on Computer Vision and Image Analysis
Subjects:
Online Access:https://elcvia.cvc.uab.es/article/view/68