A Sort of Improved Image Segmentation Algorithm Based on Geometry Characteristc

被引：0

作者：

Ao, Chaohua ^{[1
]}

Yang, Xiaoyi ^{[2
]}

Zhang, Chi ^{[3
]}

机构：

[1] Chongqing Ind Polytech Coll, Dept Automat, Chongqing 401120, Peoples R China

[2] Chongqing Univ, Coll Optoelect Engn, Chongqing 400044, Peoples R China

[3] Xiamen Univ, Sch Math Sci, Xiamen 361005, Peoples R China

来源：

2011 9TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA 2011) | 2011年

关键词：

Fuzzy mathematical morphology; Gradient operator; Image segmentation;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Aimed at the over-segmentation phenomenon when adopted traditional watershed algorithm to segment the image, the paper proposed a sort of new improved image segmentation algorithm based fuzzy mathematical morphology. Firstly it smoothed the image by means of opening-closing algorithm based fuzzy mathematical morphology. And based on the mathematical morphology it secondly computed the gradient operators. It finally segmented the gradient image to get the result based on fuzzy mathematical morphology. The result of simulation experiment showed that it is better in eliminating over segmentation phenomenon, and more applicable in image recognition.

引用

页码：58 / 62

页数：5

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