The Edge Detection of River model Based on Self-adaptive Canny Algorithm And Connected Domain Segmentation

被引:16
|
作者
Zhao, Jianjun [1 ]
Yu, Heng [1 ]
Gu, Xiaoguang [1 ]
Wang, Sheng [1 ]
机构
[1] Henan Univ, Inst Adv Control & Intelligent Informat Proc, Kaifeng, Henan Province, Peoples R China
关键词
River model; Edge detection; Maximum variance ratio; Connected domain;
D O I
10.1109/WCICA.2010.5554869
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
An image edge detection method of river regime is presented for river model images. This method of self-adaptive thresholding Canny edge detection can extracts the edges of river regime automatically. It not only inherits the advantages of traditonal Canny Algorithm, but also uses the improved maximum variance ratio method to calculate the values of Canny gradient threshold self-adaptively. And on this basis, morphological connected domain segmentation be used to suppress the interference edge of the image. This method achieves the automatic identification and extraction of river regime of the model. Tests showed that proposed algorithm has good robustness and high extraction precision, so that the next step of width measurement will be easier and preciser.
引用
收藏
页码:1333 / 1336
页数:4
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