Adaptive Image Edge Extraction Based on Discrete Algorithm and Classical Canny Operator

被引:12
作者
Kanchanatripop, Phusit [1 ]
Zhang, Dafang [1 ]
机构
[1] Hunan Univ, Coll Comp Sci & Elect Engn, Changsha 410082, Peoples R China
来源
SYMMETRY-BASEL | 2020年 / 12卷 / 11期
关键词
classical Canny operator; discrete algorithm; gray moment; image edge; extract;
D O I
10.3390/sym12111749
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In order to improve the accuracy of image edge detection, this paper studies the adaptive image edge detection technology based on discrete algorithm and classical Canny operator. First, the traditional sub-pixel edge detection method is illustrated based on the related literature research. Then, Canny operator is used for detection, the edge model of the quadric curve is established using discrete data, and the adaptive image edge parameters are obtained using one-dimensional gray moment. Experimental results show that the accuracy of feature detection is 99%, which can be applied to the practice of image edge detection to a certain extent.
引用
收藏
页码:1 / 15
页数:15
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