A SEGMENTATION ALGORITHM FOR COLOR IMAGES

被引：62

作者：

SCHETTINI, R

机构：

[1] Institute of Cosmic Physics and Related Technologies, National Research Council, 20131 Milano

来源：

PATTERN RECOGNITION LETTERS | 1993年 / 14卷 / 06期

关键词：

COLOR IMAGE SEGMENTATION; COLOR DESCRIPTION; COLOR CLUSTERING; MERGING STRATEGY; MERGING CRITERIA;

D O I：

10.1016/0167-8655(93)90030-H

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A method that combines clustering and region merging for color image segmentation is presented. We start with clustering based on recursive one-dimensional histogram analysis, where the parameter that controls the segmentation process has been set to produce an oversegmentation. The resulting regions are then merged on the basis of a criterion that takes into account color similarity and spatial proximity.

引用

页码：499 / 506

页数：8

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