Research on Infrared Image Segmentation Method for Electrical Equipment

被引:0
|
作者
Lei, Yanhua [1 ]
Bao, Yan [1 ]
Li, Chen [2 ]
Yu, Hongtao [1 ]
机构
[1] Shenyang Inst Engn, Coll Automat, Shenyang 110136, Liaoning, Peoples R China
[2] State Grid Faku Elect Power Supply Co, Distribut Area, Shenyang 110400, Liaoning, Peoples R China
关键词
Infrared image segmentation; Electric equipment; GAC model; Image Preprocessing; Wavelet Transform;
D O I
暂无
中图分类号
F [经济];
学科分类号
02 ;
摘要
Infrared Thermography(IRT) plays a very important role in monitoring and inspecting thermal defects of electrical equipment without shutting down. This paper analyzes two methods on the infrared image gray pretreatment. According to the noise types and characteristics of the infrared image, this paper uses the denoising method that based on wavelet transform and mean filter, it effectively suppresses the image noise signal. Compared with the traditional segment method, the improved GAC model has no problem of image edge fracture while segmenting images. And the experiment indicates that the improved GAC model solves the problem that the GAC model always remains in the local minimum while segmenting images which lead to unsatisfactory or unsuccessful segmentation.
引用
收藏
页码:1369 / 1373
页数:5
相关论文
共 50 条
  • [21] Optimization Method for Infrared Eye Movement Image Segmentation
    Li Chang
    Liu Yu
    Sun Jinglin
    LASER & OPTOELECTRONICS PROGRESS, 2022, 59 (02)
  • [22] Study on the Intelligent Analysis Method of the Infrared Detection of Electrical Equipment
    Xin Jianbo
    Kang Chen
    Chen Tian
    Fu Xiaohua
    Zhou Longwu
    2018 3RD INTERNATIONAL CONFERENCE ON SMART CITY AND SYSTEMS ENGINEERING (ICSCSE), 2018, : 500 - 504
  • [23] An Infrared Detection Method Used In Electrical Equipment Fault Diagnosis
    Li Feng
    Li Jianfeng
    Meng Yu
    Tong Rui
    Liu Ren
    Zu Bo
    Liu Wei
    Liu Lin
    Wang Zhaoxia
    Cheng Xingjun
    Chen Guorui
    Liu Min
    PROCEEDINGS OF THE 2016 4TH INTERNATIONAL CONFERENCE ON MACHINERY, MATERIALS AND COMPUTING TECHNOLOGY, 2016, 60 : 1447 - 1450
  • [24] The Research of Electrical equipment identification technology based on image processing
    Shi Guiming
    Liu Zhengjun
    Su Hang
    Wei Qingtao
    APPLIED SCIENCE, MATERIALS SCIENCE AND INFORMATION TECHNOLOGIES IN INDUSTRY, 2014, 513-517 : 2816 - 2819
  • [25] Research on a practical IR image segmentation method
    Xi'an Dianzi Keji Daxue Xuebao, 3 (416-420):
  • [26] Research on segmentation method in Digital image processing
    Xu, Guosheng
    PROCEEDINGS OF FIRST INTERNATIONAL CONFERENCE OF MODELLING AND SIMULATION, VOL III: MODELLING AND SIMULATION IN ELECTRONICS, COMPUTING, AND BIO-MEDICINE, 2008, : 434 - 437
  • [27] Research on Calibration Method of Infrared Test Equipment (Calibration Method of Infrared Radiometer and Infrared Thermal Imager)
    Guan, Wei
    Guo, Ling
    Fu, Li
    26TH CHINESE CONTROL AND DECISION CONFERENCE (2014 CCDC), 2014, : 1863 - 1868
  • [28] Multilevel Threshold Segmentation Method for Infrared Image of Power Equipment with Two-dimensional Entropy Based on Bat Algorithm
    Li, Xin
    Cui, Haoyang
    Qin, Lunming
    Li, Gaofang
    PROCEEDINGS OF THE 2017 5TH INTERNATIONAL CONFERENCE ON MECHATRONICS, MATERIALS, CHEMISTRY AND COMPUTER ENGINEERING (ICMMCCE 2017), 2017, 141 : 640 - 646
  • [29] Thermal fault diagnosis of complex electrical equipment based on infrared image recognition
    Tang, Zongbu
    Jian, Xuan
    SCIENTIFIC REPORTS, 2024, 14 (01)
  • [30] Accurate Ultraviolet Image Detection of Electrical Equipment Based on Gaussian Color Mapping Image Segmentation Algorithm
    Chen, Junyou
    Zhao, Gangchao
    Gao, Yingjie
    Yan, Shujia
    Song, Rong
    APPLIED SCIENCES-BASEL, 2025, 15 (05):