Vision-based Mura detection for TFT-LCD panel

被引:0
|
作者
Kwak, DM [1 ]
Kim, WS [1 ]
Choi, DH [1 ]
Song, YC [1 ]
Park, KH [1 ]
机构
[1] Kyungpook Natl Univ, Sch Elect Engn & Comp Sci, Taegu 702701, South Korea
关键词
inspection; LCD; Mura; DFB;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, an automated inspection algorithm for the detection of Mura defects in TFT-LCD panel is presented. Considering simplicity, Mura defects of TFT-LCD panel are classified into blob-Mura and line-Mura. To detect blob-Mura, we use an adapted multilevel-thresholding technique in local area of preprocessed image which brightness varies nonlinearly. DFB (Directional Filter Bank) is also used to find line-Mura. The experimental results using 60 sample images show that the proposed algorithm gave promising results for applying automated inspection technique for TFT-LCD panel.
引用
收藏
页码:199 / 203
页数:5
相关论文
共 50 条
  • [21] Mechanism for lattice-shaped mura in TFT-LCD
    Woo, Byung Chul
    Kim, Ki Hong
    Kim, Jin Sung
    Kim, Won Ho
    Han, Sang Youn
    IDW'10: PROCEEDINGS OF THE 17TH INTERNATIONAL DISPLAY WORKSHOPS, VOLS 1-3, 2010, : 109 - 112
  • [22] Research and improvement of dark corner Mura in TFT-LCD
    Cao Bin-bin
    Liu Xing-yi
    Chen Peng
    Peng Jun-lin
    Yang Zeng-qian
    An Hui
    Wang Yi
    Li Fang-fang
    Lu Xiang-wan
    Liu Zen-li
    Li Heng-bin
    CHINESE JOURNAL OF LIQUID CRYSTALS AND DISPLAYS, 2020, 35 (02) : 122 - 127
  • [23] Automatic detection of Mura defect in TFT-LCD mobile screen based on adaptive local enhancement
    Liao Miao
    Liu Yi-zhi
    Ou Yang Jun-lin
    Yu Jian-yong
    Xiao Wen-hui
    Peng Li
    CHINESE JOURNAL OF LIQUID CRYSTALS AND DISPLAYS, 2018, 33 (06) : 475 - 482
  • [24] TFT-LCD panel life study
    Chu, Tao-Peng
    Sheu, Shey-Huei
    Wang, Fu-Kwun
    Journal of Quality, 2010, 17 (05): : 403 - 419
  • [25] Defect detection method for TFT-LCD panel based on saliency map model
    Lee, KB
    Ko, MS
    Lee, JJ
    Koo, TM
    Park, KH
    TENCON 2004 - 2004 IEEE REGION 10 CONFERENCE, VOLS A-D, PROCEEDINGS: ANALOG AND DIGITAL TECHNIQUES IN ELECTRICAL ENGINEERING, 2004, : A223 - A226
  • [26] Automatic TFT-LCD Mura Inspection Based on Studentized Residuals in Regression Analysis
    Chuang, Yu-Chiang
    Fan, Shu-Kai S.
    INDUSTRIAL ENGINEERING AND MANAGEMENT SYSTEMS, 2009, 8 (03): : 148 - 154
  • [27] 机载TFT-LCD振动Mura分析及设计
    赵玉冬
    赵小珍
    电子机械工程, 2016, (02) : 20 - 23
  • [28] TFT-LCD网点Mura的研究和改善
    张定涛
    李文彬
    姚立红
    郑云友
    李伟
    宋泳珍
    袁明
    张光明
    液晶与显示, 2013, 28 (06) : 860 - 867
  • [29] TFT-LCD Mura Defects Using Independent Component Analysis
    Chen, Shang Liang
    Yang, Chi Chin
    JOURNAL OF ADVANCED MECHANICAL DESIGN SYSTEMS AND MANUFACTURING, 2009, 3 (01): : 115 - 124
  • [30] Detection of Water-stains Defects in TFT-LCD Based on Machine Vision
    Kong, Lingfeng
    Shen, Jie
    Hu, Zongliang
    Pan, Ke
    2018 11TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, BIOMEDICAL ENGINEERING AND INFORMATICS (CISP-BMEI 2018), 2018,