The Edge Detection of River model Based on Self-adaptive Canny Algorithm And Connected Domain Segmentation

被引:16
|
作者
Zhao, Jianjun [1 ]
Yu, Heng [1 ]
Gu, Xiaoguang [1 ]
Wang, Sheng [1 ]
机构
[1] Henan Univ, Inst Adv Control & Intelligent Informat Proc, Kaifeng, Henan Province, Peoples R China
关键词
River model; Edge detection; Maximum variance ratio; Connected domain;
D O I
10.1109/WCICA.2010.5554869
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
An image edge detection method of river regime is presented for river model images. This method of self-adaptive thresholding Canny edge detection can extracts the edges of river regime automatically. It not only inherits the advantages of traditonal Canny Algorithm, but also uses the improved maximum variance ratio method to calculate the values of Canny gradient threshold self-adaptively. And on this basis, morphological connected domain segmentation be used to suppress the interference edge of the image. This method achieves the automatic identification and extraction of river regime of the model. Tests showed that proposed algorithm has good robustness and high extraction precision, so that the next step of width measurement will be easier and preciser.
引用
收藏
页码:1333 / 1336
页数:4
相关论文
共 50 条
  • [41] An Adaptive Edge-detection Method Based on the Canny Operator
    Li Er-sen
    Zhu Shu-long
    Zhu Bao-shan
    Zhao Yong
    Xia Chao-gui
    Song Li-hua
    2009 INTERNATIONAL CONFERENCE ON ENVIRONMENTAL SCIENCE AND INFORMATION APPLICATION TECHNOLOGY,VOL I, PROCEEDINGS, 2009, : 465 - 469
  • [42] 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
  • [43] Mean Shift Technique for Image Segmentation and Modified Canny Edge Detection Algorithm for Circle Detection
    Gandhi, Nupur J.
    Shah, Vandana J., Jr.
    Kshirsagar, Ravindra
    2014 INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND SIGNAL PROCESSING (ICCSP), 2014,
  • [44] Edge Detection Algorithm of Daliushu River Based on Adaptive Weighted Morphology
    Huang, Lingxiao
    Li, Chunguang
    Zheng, Lanxiang
    Jing, Hefang
    Zhang, Xuande
    Ma, Hailong
    PROCEEDINGS OF THE 2017 2ND INTERNATIONAL CONFERENCE ON MATERIALS SCIENCE, MACHINERY AND ENERGY ENGINEERING (MSMEE 2017), 2017, 123 : 506 - 511
  • [45] A fuzzy reasoning-based Canny edge detection algorithm
    Wang, JR
    Lee, GK
    INTERNATIONAL SOCIETY FOR COMPUTERS AND THEIR APPLICATIONS 13TH INTERNATIONAL CONFERENCE ON COMPUTERS AND THEIR APPLICATIONS, 1998, : 318 - 321
  • [46] 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
  • [47] A parallel Canny edge detection algorithm based on OpenCL acceleration
    Song, Yupu
    Li, Cailin
    Xiao, Shiyang
    Zhou, Qinglei
    Xiao, Han
    PLOS ONE, 2024, 19 (01):
  • [48] 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
  • [49] 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
  • [50] Canny Edge Detection Algorithm Based on Sparse Representation Denoising
    Wei, Dongwei
    Ling, Yongfa
    Zhang, Wenjie
    ACM International Conference Proceeding Series, 2022, : 1707 - 1712