Surface Inspection System of Steel Strip Based on Machine Vision

被引:22
|
作者
Tang Bo [1 ]
Kong Jian-yi [1 ]
Wang Xing-dong [1 ]
Chen Li [1 ]
机构
[1] Wuhan Univ Sci & Technol, Coll Machinery & Automat, Wuhan 430081, Peoples R China
关键词
Surface Inspection System; Machine Vision; Steel Strip;
D O I
10.1109/DBTA.2009.133
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The traditional surface quality inspection of steel strip is carried by human inspectors, which is far from satisfactory because of its low productivity, low reliability and poor economy. It is a promising way to inspect surface quality of steel strip based on machine-vision technology. In this paper, the structure of the surface automated inspection system is described. The software and image processing of steel strip surface inspection is presented and the algorithms of detect surface defects of steel strip is discussed. The system is capable of both detecting and classifying surface defects in cold rolling steel strip.
引用
收藏
页码:359 / 362
页数:4
相关论文
共 50 条
  • [41] Vision-based surface defect inspection for thick steel plates
    Yun, Jong Pil
    Kim, Dongseob
    Kim, KyuHwan
    Lee, Sang Jun
    Park, Chang Hyun
    Kim, Sang Woo
    OPTICAL ENGINEERING, 2017, 56 (05)
  • [42] Realtime vision-based surface defect inspection of steel balls
    Wang Z.
    Xing Q.
    Fu L.
    Sun H.
    Transactions of Tianjin University, 2015, 21 (01) : 76 - 82
  • [43] Research on the Application of Steel Plate Surface Defect Detection System Based on Machine Vision
    Liu, Xianfeng
    PROCEEDINGS OF THE 2016 2ND INTERNATIONAL CONFERENCE ON MATERIALS ENGINEERING AND INFORMATION TECHNOLOGY APPLICATIONS (MEITA 2016), 2017, 107 : 244 - 248
  • [44] Realtime Vision-Based Surface Defect Inspection of Steel Balls
    王仲
    邢芊
    付鲁华
    孙虹
    Transactions of Tianjin University, 2015, (01) : 76 - 82
  • [45] Automatic inspection system of surface defects on optical IR-CUT filter based on machine vision
    Liu, Yan
    Yu, Feihong
    OPTICS AND LASERS IN ENGINEERING, 2014, 55 : 243 - 257
  • [46] Simulation process for the design and optimization of a machine vision system for specular surface inspection
    Seulin, R
    Bonnot, N
    Merienne, F
    Gorria, P
    MACHINE VISION AND THREE-DIMENSIONAL IMAGING SYSTEMS FOR INSPECTION AND METROLOGY II, 2002, 4567 : 129 - 140
  • [47] Machine Vision System for Automatic Inspection of Surface Defects in Aluminum Die Casting
    Frayman, Yakov
    Zheng, Hong
    Nahavandi, Saeid
    JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2006, 10 (03) : 281 - 286
  • [48] An Automatic Surface Defect Inspection System for Automobiles Using Machine Vision Methods
    Zhou, Qinbang
    Chen, Renwen
    Huang, Bin
    Liu, Chuan
    Yu, Jie
    Yu, Xiaoqing
    SENSORS, 2019, 19 (03)
  • [49] Development of an automatic weld surface appearance inspection system using machine vision
    Lin, Sanbao
    Fu, Xibin
    Fan, Chenglei
    Yang, Chunli
    Luo, Lu
    China Welding (English Edition), 2009, 18 (03): : 74 - 80
  • [50] The Copper Surface Defects Inspection System Based on Computer Vision
    Wang, Ping
    Zhang, Xuewu
    Mu, Yan
    Wang, Zhihui
    ICNC 2008: FOURTH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 3, PROCEEDINGS, 2008, : 535 - 539