Edge detection of potential field data based on image processing methods

被引:2
|
作者
TAN Xiaodi [1 ]
ZHANG Dailei [1 ]
MA Guoqing [1 ]
机构
[1] College of Geo-Exploration Science and Technology,Jilin University
基金
中国国家自然科学基金;
关键词
edge detection; image processing; Canny operator; LoG operator; Sobel operator;
D O I
暂无
中图分类号
TP391.41 [];
学科分类号
080203 ;
摘要
The conventional methods of edge detection can roughly delineate edge position of geological bodies,but there are still some problems such as low detection accuracy and being susceptible to noise interference.In this paper,three image processing methods,Canny,Lo G and Sobel operators are briefly introduced,and applied to edge detection to determine the edge of geological bodies.Furthermore,model data is built to analyze the edge detection ability of this image processing methods,and compare with conventional methods.Combined with gravity anomaly of Sichuan basin and magnetic anomaly of Zhurihe area,the detection effect of image processing methods is further verified in real data.The results show that image processing methods can be applied to effectively identify the edge of geological bodies.Moreover,when both positive and negative anomalies exist and noise is abundant,fake edge can be avoided and edge division is clearer,and satisfactory results of edge detection are obtained.
引用
收藏
页码:134 / 142
页数:9
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