Research and application of metallographical image edge detection based on mathematical morphology

被引：0
|
作者：
Jiang, Mingxing [1 ]
Chen, Guohua [1 ]
机构：
[1] S China Univ Technol, Sch Mech & Automot Engn, Guangzhou 510640, Guangdong, Peoples R China
来源：
2009 THIRD INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATION, VOL 3, PROCEEDINGS | 2009年
关键词：
metallographical image; edge detection; mathematical morphology; application;
D O I：
10.1109/IITA.2009.470
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Aimed at the characteristic of metallographical image, a specific image, and based on the multi-structural element in the mathematical morphology, a new method of edge detection is proposed in this paper to deal properly with the double-boundary and the inaccuracy of the boundary localization in the image in the edge detection carried by the traditional edge detection method, such as Roberts, Sobel, Prewitt, Log, Canny and so on. The design of the multistructural element and the construction of the suitable morphology operator are emphasized in this paper. The experimental results indicated that this method is very effective, and is better than the traditional edge detection method.
引用
收藏
页码：477 / 480
页数：4
相关论文
共 50 条
  • [1] Research of image edge detection based on mathematical morphology
    Wang, Xiufang
    Zhang, Xingyuan
    Gao, Running
    [J]. International Journal of Signal Processing, Image Processing and Pattern Recognition, 2013, 6 (05) : 227 - 236
  • [2] Edge detection of seam image based on mathematical morphology
    Shen, Jun-Qi
    Hu, Sheng-Sun
    Feng, Sheng-Qiang
    Zhu, Li-Na
    [J]. Tianjin Daxue Xuebao (Ziran Kexue yu Gongcheng Jishu Ban)/Journal of Tianjin University Science and Technology, 2010, 43 (04): : 373 - 377
  • [3] AN IMAGE EDGE DETECTION METHOD BASED ON MATHEMATICAL MORPHOLOGY
    Ji Xiaoping
    Zhang Haibin
    Zhang Dazhi
    Wu Boying
    [J]. PROCEEDINGS OF 3RD INTERNATIONAL CONFERENCE ON MULTIMEDIA TECHNOLOGY (ICMT-13), 2013, 84 : 181 - 190
  • [4] The Mathematical Morphology Image Edge Detection Based on FPGA
    Li, Huide
    Zhao, Lianyu
    [J]. MATERIALS SCIENCE AND MECHANICAL ENGINEERING, 2014, 467 : 599 - 603
  • [5] Infrared image enhancement based on the edge detection and mathematical morphology
    Zhang, Linlin
    Zhao, Yuejin
    Dong, Liquan
    Liu, Xiaohua
    Yu, Xiaomei
    Hui, Mei
    Chu, Xuhong
    Gong, Cheng
    [J]. INFRARED, MILLIMETER WAVE, AND TERAHERTZ TECHNOLOGIES, 2010, 7854
  • [6] Edge Detection of Ultrasonic Medical Image Based on Mathematical Morphology
    LIU Qi1
    2. Department of Electrical Engineering
    [J]. 计算机工程, 2002, (S1) : 160 - 164
  • [7] The Application of Mathematical Morphology and Sobel Operator in Infrared Image Edge Detection
    Zhang, Xiaokang
    Han, Runping
    [J]. PROCEEDINGS OF THE 2015 INTERNATIONAL INDUSTRIAL INFORMATICS AND COMPUTER ENGINEERING CONFERENCE, 2015, : 916 - 921
  • [8] A Mathematical Morphology Edge Detection for Weld Image
    Sun, Dawei
    Cai, Yan
    Wu, Yixiong
    [J]. 2011 AASRI CONFERENCE ON APPLIED INFORMATION TECHNOLOGY (AASRI-AIT 2011), VOL 1, 2011, : 196 - 199
  • [9] Infrared image edge detection based on conventional algorithms and mathematical morphology
    Liu, YW
    [J]. ICEMI 2005: CONFERENCE PROCEEDINGS OF THE SEVENTH INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT & INSTRUMENTS, VOL 7, 2005, : 314 - 317
  • [10] Image edge detection based on nonsubsampled contourlet transform and mathematical morphology
    He, Kunxian
    Wang, Qing
    Xiao, Yanchang
    Wang, Xiaobing
    [J]. Journal of Southeast University (English Edition), 2012, 28 (04) : 445 - 450
12345