An Improved Edge Detection Algorithm Based on Canny Theory

doi:10.3969/j.issn.1006-2475.2009.12.024

Computer and Modernization ›› 2009, Vol. 1 ›› Issue (12): 89-91,9.doi: 10.3969/j.issn.1006-2475.2009.12.024

• 图像处理 • Previous Articles Next Articles

An Improved Edge Detection Algorithm Based on Canny Theory

HUANG Bao-gui, ZHAO Jing-xiu, MA Chun-mei

Computer Science College, Qufu Normal University, Rizhao 276826, China

Received:2009-05-19 Revised:1900-01-01 Online:2009-11-27 Published:2009-11-27

Abstract

Abstract: Canny operator is disturbed seriously by noise, so it has poor effect on noised image edge detection. The transformation based on contour structuring elements morphology not only can filter noise, but also can preserve detail of image edge. This arithmetic restrains noise by using transformation based on contour structuring elements morphology, calculates the grads and has local modulus maximum by using non-maximum suppression, binary edges by using double-threshold and connects the edges. The experiment shows that the arithmetic can extract noised image edges accurately.

Key words: Canny operator, edge detection, mathematic morphology

CLC Number:

TP391

HUANG Bao-gui;ZHAO Jing-xiu;MA Chun-mei. An Improved Edge Detection Algorithm Based on Canny Theory[J]. Computer and Modernization, 2009, 1(12): 89-91,9.

[1]	GUO Zhao-ming, ZHOU Qing-hua, ZENG Xiao-wei. Detection of Defective Tablets Based on Binocular Vision [J]. Computer and Modernization, 2021, 0(11): 56-60.
[2]	ZHAO Qi-wen, XU Kun, XU Yuan. Fast Paper Edge Detection Method Based on HED Network [J]. Computer and Modernization, 2021, 0(05): 1-5.
[3]	LI Rui, WANG De-zhong. Target Detection Algorithm of Gaussian Mixture Model Combined with HED Network and Double Threshold Segmentation [J]. Computer and Modernization, 2020, 0(06): 7-.
[4]	ZHOU Hong-yu1, MA Qian-li1, MA Peng-bo2 . Detecting Method for Workpiece Size and Symmetry of Blower Rotor [J]. Computer and Modernization, 2019, 0(11): 55-.
[5]	LIU Bo-ping1,2, MENG Sha-sha1,2, RAO Lan-xiang1,2, FU Kang1,2. Color Image Edge Detection Algorithm Based on K-means and Improved Ant Colony Optimization [J]. Computer and Modernization, 2016, 0(9): 60-63.
[6]	LIU Zhan. Image Edge Detection Algorithm Based on Local Expectation Threshold Segmentation [J]. Computer and Modernization, 2016, 0(8): 52-55.
[7]	DU Mo1,2, WANG Qing-li2. Target Location Based on Double-edge Detection [J]. Computer and Modernization, 2016, 0(8): 56-59.
[8]	DUAN Shan-shan1, LI Xin2. An Adaptive Visual Odometry Algorithm Based on RGBD Sensors [J]. Computer and Modernization, 2016, 0(12): 73-77.
[9]	ZHU Hai-yang1, XU Gen-jiu2, LI Yuan-chen1, ZHANG Meng-qi2. Dynamic Threshold Selection of Local Region Based on Image Partition [J]. Computer and Modernization, 2016, 0(11): 53-57.
[10]	HAO Hongzhuan, ZHANG Weiqiang. Noise Image Edge Detection Algorithm Based on Wavelet Transform [J]. Computer and Modernization, 2015, 0(2): 80-.
[11]	ZHAO Xing-wang, LI Tian-yang, WANG Liang, ZHOU Jing. Second-generation ID Number Recognition System Based on Digital Devices [J]. Computer and Modernization, 2014, 0(6): 132-136.
[12]	ZUO Yu-peng1,2. An Edge Adaptive Up-sampling Scheme Based on Depth Map Compression [J]. Computer and Modernization, 2014, 0(5): 84-88.
[13]	WU Zhenju. Extraction for Vehicles Contour Based on Stransformation Coupled Canny Operator [J]. Computer and Modernization, 2014, 0(4): 29-32.
[14]	ZHANG Yan-hong;LI Ying;ZHANG Yan-ning;WANG Feng-qin. Research and Realization of Cell Image Segmentation Method Based on Mathematical Morphology [J]. Computer and Modernization, 2013, 1(7): 135-137,.
[15]	ZHAO Boyi;ZHANG Ke. Research on a SAR Image Matching Method Based on Improved SIFT Algorithm [J]. Computer and Modernization, 2013, 1(6): 108-112.

An Improved Edge Detection Algorithm Based on Canny Theory

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics

Comments