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Proceedings Paper

Generalization of Lloyd's algorithm for image segmentation
Author(s): Fujiki Morii
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Paper Abstract

A generalized Lloyd algorithm having a tuning parameter for image segmentation is investigated whose algorithm is derived from a minimum weighted squared distortion criterion to select a suitable threshold from histogram information. We consider how to control the parameter of the algorithm by supervised approaches to realize reliable segmentation. Two approaches based on a probabilistic histogram model and a typical image in processing images are treated in detail.

Paper Details

Date Published: 1 February 1991
PDF: 8 pages
Proc. SPIE 1381, Intelligent Robots and Computer Vision IX: Algorithms and Techniques, (1 February 1991); doi: 10.1117/12.25184
Show Author Affiliations
Fujiki Morii, Ehime Univ. (Japan)

Published in SPIE Proceedings Vol. 1381:
Intelligent Robots and Computer Vision IX: Algorithms and Techniques
David P. Casasent, Editor(s)

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