Computer vision for automated quality inspection of colour printing products

被引:0
|
作者
Luo, J [1 ]
Zhang, Z [1 ]
Ismail, H [1 ]
机构
[1] Univ Liverpool, Liverpool L69 3GH, Merseyside, England
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Quality inspection of colour printing products constitutes a very important QC task in printing industry. The current practice in industry is to inspect complex colour products manually. This process is labour-intensive and the results are not reliable. The types and causes of defects on colour prints are discussed in this paper. We present a novel algorithm to automate the printing inspection process, which incorporates colour histogram-based techniques for colour image processing and a neural network for image classification. The experimental results show that this algorithm is able to detect both registration and purity defects under varying illumination conditions.
引用
收藏
页码:287 / 292
页数:6
相关论文
共 50 条
  • [31] Automated quality inspection of camera zooming with real-time vision
    Chang, Wen-Chung
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE, 2018, 232 (12) : 2236 - 2241
  • [32] Colour assessment of milk and milk products using computer vision system and colorimeter
    Milovanovic, Bojana
    Tomovic, Vladimir
    Djekic, Ilija
    Miocinovic, Jelena
    Solowiej, Bartosz G.
    Lorenzo, Jose M.
    Barba, Francisco J.
    Tomasevic, Igor
    INTERNATIONAL DAIRY JOURNAL, 2021, 120
  • [33] Modern Quality Control: Integrating Computer Vision in Inspection of PCB Elements
    Siktar, Luka
    Suligoj, Filip
    Svaco, Marko
    Caran, Branimir
    ADVANCES IN SERVICE AND INDUSTRIAL ROBOTICS, RAAD 2024, 2024, 157 : 55 - 64
  • [34] Computer Aided Inspection System For Food Products Using Machine Vision - A Review
    Janardhana, S.
    Jaya, J.
    Sabareesaan, K. J.
    George, Jaina
    2013 INTERNATIONAL CONFERENCE ON CURRENT TRENDS IN ENGINEERING AND TECHNOLOGY (ICCTET), 2013, : 29 - 33
  • [35] COMPUTER VISION FOR QUALITY-CONTROL IN AUTOMATED MANUFACTURING SYSTEMS
    ASOUDEGI, E
    PAN, ZB
    COMPUTERS & INDUSTRIAL ENGINEERING, 1991, 21 (1-4) : 141 - 145
  • [36] Machine vision system: a tool for quality inspection of food and agricultural products
    Patel, Krishna Kumar
    Kar, A.
    Jha, S. N.
    Khan, M. A.
    JOURNAL OF FOOD SCIENCE AND TECHNOLOGY-MYSORE, 2012, 49 (02): : 123 - 141
  • [37] Quality and Safety Inspection of Food and Agricultural Products by LabVIEW IMAQ Vision
    Ding, Zhuqing
    Zhang, Ruoyu
    Kan, Za
    FOOD ANALYTICAL METHODS, 2015, 8 (02) : 290 - 301
  • [38] Quality and Safety Inspection of Food and Agricultural Products by LabVIEW IMAQ Vision
    Zhuqing Ding
    Ruoyu Zhang
    Za Kan
    Food Analytical Methods, 2015, 8 : 290 - 301
  • [39] Machine vision system: a tool for quality inspection of food and agricultural products
    Krishna Kumar Patel
    A. Kar
    S. N. Jha
    M. A. Khan
    Journal of Food Science and Technology, 2012, 49 : 123 - 141
  • [40] Automated optical inspection of FAST's reflector surface using drones and computer vision
    Li, Jianan
    Jiang, Shenwang
    Song, Liqiang
    Peng, Peiran
    Mu, Feng
    Li, Hui
    Jiang, Peng
    Xu, Tingfa
    LIGHT-ADVANCED MANUFACTURING, 2023, 4 (01):