A computer vision approach for textile inspection

被引:17
|
作者
Conci, A [1 ]
Proença, CB [1 ]
机构
[1] Univ Fed Fluminense, Dept Mech Engn, Niteroi, RJ, Brazil
关键词
D O I
10.1177/004051750007000411
中图分类号
TB3 [工程材料学]; TS1 [纺织工业、染整工业];
学科分类号
0805 ; 080502 ; 0821 ;
摘要
The economic viability of a weaving plant is significantly influenced by its efficiency in eliminating fabric faults. Textile faults have traditionally been detected by human visual inspection, but it is time consuming and does not achieve a high degree of accuracy. Mechanisms with automatic operation are much better. Industrial vision systems may form the basis of a method with a very high degree of accuracy for textile inspection. This work presents a simple system designed for fabric inspection and shows its efficiency in detecting twelve kinds of common defects. The results show that the success of system implementation depends on the choice of the specific approach.
引用
收藏
页码:347 / 350
页数:4
相关论文
共 50 条
  • [21] Computer vision for potato inspection without singulation
    Marchant, J.A.
    Onyango, C.M.
    Street, M.J.
    Computers and Electronics in Agriculture, 1990, 4 (03) : 235 - 244
  • [22] Efficient sampling for computer vision straightness inspection
    Ming Chuan Univ, Taipei, Taiwan
    Comput Integr Manuf Syst, 3 (135-145):
  • [23] Efficient sampling for computer vision roundness inspection
    Chen, C.-B.
    Wei, C.-C.
    International Journal of Computer Integrated Manufacturing, 10 (05):
  • [24] An innovative approach to surface inspection using an alliance of machine vision and computer graphical techniques
    Smith, ML
    Farooq, AR
    Smith, LN
    Midha, PS
    MACHINE VISION AND THREE-DIMENSIONAL IMAGING SYSTEMS FOR INSPECTION AND METROLOGY, 2001, 4189 : 99 - 109
  • [25] COMPUTER VISION FOR GENERAL-PURPOSE VISUAL INSPECTION - A FUZZY-LOGIC APPROACH
    CHEN, YH
    OPTICS AND LASERS IN ENGINEERING, 1995, 22 (03) : 181 - 192
  • [26] The essence and applications of machine vision inspection for textile industry: a review
    Xu, Chuqiao
    Xu, Linchen
    Luo, Kai
    Zhang, Jitao
    Sitahong, Adilanmu
    Yang, Ming
    Zhang, Chengjun
    JOURNAL OF THE TEXTILE INSTITUTE, 2024,
  • [27] Research on fire inspection robot based on computer vision
    Liao, Yifan
    Xiong, Shipeng
    Huang, Yangyang
    2020 ASIA CONFERENCE ON GEOLOGICAL RESEARCH AND ENVIRONMENTAL TECHNOLOGY, 2021, 632
  • [28] Fabric Defects' Automatic Inspection Based on Computer Vision
    Liu Shuguang
    Qu Pingge
    PROCEEDINGS OF THE 2009 2ND INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOLS 1-9, 2009, : 2378 - 2382
  • [29] A Computer Vision System for Automatic Steel Surface Inspection
    Liu, Yung-Chun
    Hsu, Yu-Lu
    Sun, Yung-Nien
    Tsai, Song-Jan
    Ho, Chiu-Yi
    Chen, Chung-Mei
    ICIEA 2010: PROCEEDINGS OF THE 5TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, VOL 3, 2010, : 515 - +
  • [30] Printed circuit board inspection using computer vision
    A. Rajesh
    G. Wiselin Jiji
    Multimedia Tools and Applications, 2024, 83 : 16363 - 16375