An Adaptive Edge-detection Method Based on the Canny Operator

被引:36
作者
Li Er-sen [1 ]
Zhu Shu-long [1 ]
Zhu Bao-shan [1 ]
Zhao Yong [1 ]
Xia Chao-gui [1 ]
Song Li-hua [1 ]
机构
[1] Informat & Engn Univ, Surveying & Mapping Inst, IAEU, Zhengzhou, Peoples R China
来源
2009 INTERNATIONAL CONFERENCE ON ENVIRONMENTAL SCIENCE AND INFORMATION APPLICATION TECHNOLOGY,VOL I, PROCEEDINGS | 2009年
关键词
Canny Operator; Adaptive Threshold; Otsu's thresholding Method;
D O I
10.1109/ESIAT.2009.49
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
On the basis of analyzing the conventional Canny algorithm, this paper advanced an adaptive edge-detection method based on the canny operator. This method not only keeps the Canny's good performance in good detection, good localization and only one response to a single edge, but also improves the capability of restraining the fake edge and the automaticity of edge-detection based on the Otsu's thresholding method. Through experiments, it is demonstrated that the adaptive edge-detection method in this paper is very effective.
引用
收藏
页码:465 / 469
页数:5
相关论文
共 8 条
[1]  
CHEN Y, 2003, DIGITAL PHOTOGRAMMET, P127
[2]   THRESHOLD SELECTION METHOD FROM GRAY-LEVEL HISTOGRAMS [J].
OTSU, N .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1979, 9 (01) :62-66
[3]  
Wang Na, 2005, Journal of Shenzhen University Science & Engineering, V22, P149
[4]  
[王植 Wang Zhi], 2004, [中国图象图形学报. A, Journal of image and graphics], V9, P957
[5]  
Yu hong-shan, 2004, COMPUTER ENG APPL, V20, P27
[6]  
ZH XH, 2003, COMPUTER ENG APPL, V29, P113
[7]  
ZH YW, 2006, J SHANGHAI NORMAL U, V35, P35
[8]  
ZHANG XP, 2003, J XIAN POST TELECOMM, V8, P94