The combination of edge detection and region extraction in nonparametric color image segmentation

This paper proposes an image segmentation method which is based both on edge detection and region extraction. In this method, the hue, lightness, and saturation attributes of color images are used effectively by employing fuzzy sets to quantify them.

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Bibliographic Details
Published in:Information sciences 1996-07, Vol.92 (1), p.277-294
Main Authors: Ito, Naoko, Kamekura, Ryu, Shimazu, Yoshihisa, Yokoyama, Teruo, Matsushita, Yutaka
Format: Article
Language:English
Subjects:
Applied sciences
Artificial intelligence
Computer science
control theory
systems
Exact sciences and technology
Pattern recognition. Digital image processing. Computational geometry
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Description
Summary:This paper proposes an image segmentation method which is based both on edge detection and region extraction. In this method, the hue, lightness, and saturation attributes of color images are used effectively by employing fuzzy sets to quantify them.
ISSN:0020-0255
1872-6291
DOI:10.1016/0020-0255(96)00039-4