GLASS DEFECT DETECTION BASED ON IMAGE PROCESSING

被引:0
|
作者
Zhao Xiaofang [1 ]
Yang Jie [1 ]
Zhang Guobin [1 ]
机构
[1] Dongguan Univ Technol, Sch Elect Engn, Dongguan 523808, Peoples R China
关键词
glass defects; image processing; pretreatment; defect detection;
D O I
暂无
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Due to the limitations of manual inspection of glass defects, using image processing technology to automatically detect the glass defects is proposed in this paper. First the sampled glass images are preprocessed using median filter and mathematical morphology in the glass detection system to get the enhanced images, and then extract the shape, position and size of the detect feature parameters. The effectiveness of algorithm is testified by simulation results.
引用
收藏
页码:155 / 159
页数:5
相关论文
共 50 条
  • [31] Circuit board defect detection using image processing and microcontroller
    Nikam, Priyanka A.
    Sawant, S. D.
    2017 INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND CONTROL SYSTEMS (ICICCS), 2017, : 1096 - 1098
  • [32] Defect Detection Based On Monogenic Signal Processing
    Fleuret, J.
    Ibarra-Castanedo, C.
    Lei, L.
    Sfarra, S.
    Usamentiaga, R.
    Maldague, X.
    ALGORITHMS, TECHNOLOGIES, AND APPLICATIONS FOR MULTISPECTRAL AND HYPERSPECTRAL IMAGERY XXV, 2019, 10986
  • [33] End Image Defect Detection of Float Glass Based on Faster Region-Based Convolutional Neural Network
    Jin, Dabing
    Xu, Shiqing
    Tong, Lianjie
    Wu, Linyu
    Liu, Shimin
    TRAITEMENT DU SIGNAL, 2020, 37 (05) : 807 - 813
  • [34] Defect Detection and Health Monitoring of Steel Structure based on UAV Integrated with Image Processing System
    Chen, Qingcheng
    Wen, Xiang
    Wu, Fengqi
    Yang, Yuqing
    2018 INTERNATIONAL SEMINAR ON COMPUTER SCIENCE AND ENGINEERING TECHNOLOGY (SCSET 2018), 2019, 1176
  • [35] Image Processing of the Lumber Surface Defect Based on Morphology
    Yang Jian-Hua
    Fu Wan-Si
    Xiao Jiang
    Yu Miao
    PROCEEDINGS OF THE 2017 6TH INTERNATIONAL CONFERENCE ON ENERGY AND ENVIRONMENTAL PROTECTION (ICEEP 2017), 2017, 143 : 1295 - 1300
  • [36] A REVIEW OF VISION BASED DEFECT DETECTION USING IMAGE PROCESSING TECHNIQUES FOR BEVERAGE MANUFACTURING INDUSTRY
    Rahman, Nor Nabilah Syazana Abdul
    Saad, Norhashimah Mohd
    Abdullah, Abdul Rahim
    Ahmat, Norunnajjah
    JURNAL TEKNOLOGI, 2019, 81 (03): : 33 - 47
  • [37] Matlab based Automated Surface Defect Detection System for Ceremic Tiles using Image Processing
    Samarawickrama, Yasantha C.
    Wickramasinghe, Chamira D.
    PROCEEDINGS OF THE 2017 6TH NATIONAL CONFERENCE ON TECHNOLOGY & MANAGEMENT (NCTM) - EXCEL IN RESEARCH AND BUILD THE NATION, 2017, : 34 - 39
  • [38] Oil-seal surface defect automatic detection and recognition method based on image processing
    Wu, Z. (wzl2206@yahoo.com.cn), 1600, Science Press (34):
  • [39] Droplet detection based on image processing
    College of Information and Electrical Engineering, China Agricultural University, Beijing 100083, China
    Nongye Jixie Xuebao, 2009, SUPPL. 1 (48-51):
  • [40] Detection of corrosion on silvered glass reflectors via image processing
    Wiesinger, Florian
    Baghouil, Sarah
    Le Baron, Estelle
    Collignon, Romain
    Santos, Filipa
    Diamantino, Teresa C.
    Catarino, Isabel
    Facao, Jorge
    Ferreira, Cristina
    Pascoa, Soraia
    Sutter, Florian
    Fernandez-Garcia, Aranzazu
    Wette, Johannes
    RESULTS IN ENGINEERING, 2025, 25