Improved Canny Edge Detection Algorithm Matches Traffic Signs

被引:2
|
作者
Liu Liping [1 ]
机构
[1] Shenyang Ligong Univ, Sch Informat Sci & Engn, Shenyang, Peoples R China
关键词
Intelligent transportation system; Canny edge detection operator; edge detection;
D O I
10.1117/12.2244936
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Intelligent transportation system is one of the hot topics of current research, including a very critical technology is automatic identification system of traffic signs. In identification system, since image acquisition is affected by the environment, the resulting image quality is uneven, which requires an algorithm suitable for a variety of quality digital images to identify the type of traffic signs. This paper makes some improvement of the originally perfect Canny edge detection operator, to make it suitable for different images, so we can quickly and accurately detect the image edge, further facilitate matching work, automatically identify traffic signs. Experimental results show that the improved Canny edge detection algorithm is fast, and the detected edge is clear and accurate.
引用
收藏
页数:5
相关论文
共 50 条
  • [21] The Improved Canny Edge Detection Algorithm Based on an Anisotropic and Genetic Algorithm
    Wang, Mingjie
    Jin, Jesse S.
    Jing, Yifei
    Han, Xianfeng
    Gao, Lei
    Xiao, Liping
    ADVANCES IN IMAGE AND GRAPHICS TECHNOLOGIES, IGTA 2016, 2016, 634 : 115 - 124
  • [22] A new image edge detection algorithm based on improved Canny
    School of Software, East China Jiaotong University, Nanchang, Jiangxi
    330013, China
    J. Comput. Methods Sci. Eng., 2020, 2 (629-642): : 629 - 642
  • [23] Image Retrieval Based on Improved Canny Edge Detection Algorithm
    Dong, Yubing
    Li, Mingjing
    Li, Jie
    PROCEEDINGS 2013 INTERNATIONAL CONFERENCE ON MECHATRONIC SCIENCES, ELECTRIC ENGINEERING AND COMPUTER (MEC), 2013, : 1453 - 1457
  • [24] Packaging Bag Edge Detection Based on Improved Canny Algorithm
    Wang, Rui
    Wei, Lisheng
    Liu, Xiaohui
    2022 34TH CHINESE CONTROL AND DECISION CONFERENCE, CCDC, 2022, : 710 - 715
  • [25] Image Edge Detection Algorithm Based on Improved Canny Operator
    Deng, Cai-Xia
    Wang, Gui-Bin
    Yang, Xin-Rui
    2013 INTERNATIONAL CONFERENCE ON WAVELET ANALYSIS AND PATTERN RECOGNITION (ICWAPR), 2013, : 168 - 172
  • [26] An Improved Canny Edge Detection Algorithm with Iteration Gradient Filter
    Wu, Chenhao
    Ma, Huijuan
    Jiang, Hongqi
    Huang, Zirui
    Cai, Zhengyue
    Zheng, Ziying
    Wong, Chin-Hong
    2022 6TH INTERNATIONAL CONFERENCE ON IMAGING, SIGNAL PROCESSING AND COMMUNICATIONS, ICISPC, 2022, : 16 - 21
  • [27] An algorithm for improved canny adaptive edge detection in image processing
    Liu X.
    Xi J.
    Int. J. Simul. Syst. Sci. Technol., 19 (16.1-16.6): : 16.1 - 16.6
  • [28] A new image edge detection algorithm based on improved Canny
    Cao, Yiqin
    Wu, Dan
    Duan, Yeyu
    JOURNAL OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING, 2020, 20 (02) : 629 - 642
  • [29] An improved dynamic double threshold Canny edge detection algorithm
    Xiao, Zhikang
    Zou, Yang
    Wang, Zhen
    MIPPR 2019: PATTERN RECOGNITION AND COMPUTER VISION, 2020, 11430
  • [30] Adaptive Image Edge Detection Model Using Improved Canny Algorithm
    Kong, Jun
    Hou, Jian
    Liu, Tianshan
    Jiang, Min
    2018 IEEE 9TH ANNUAL INFORMATION TECHNOLOGY, ELECTRONICS AND MOBILE COMMUNICATION CONFERENCE (IEMCON), 2018, : 539 - 545