Detection and Classification of Printed Circuit Board Assembly Defects Based on Deep Learning

被引：0
|
作者：
Ye, Ruifang [1 ]
Pan, Chia-Sheng [2 ]
Hung, Pei-Yuan [2 ]
Chang, Ming [2 ]
Chen, Kuan-Yu [2 ]
机构：
[1] College of Mechanical Engineering and Automation, Huaqiao University, Xiamen,361021, China
[2] Department of Mechanical Engineering, Chung Yuan Christian University, Chungli,32023, Taiwan
来源：
Journal of the Chinese Society of Mechanical Engineers, Transactions of the Chinese Institute of Engineers, Series C/Chung-Kuo Chi Hsueh Kung Ch'eng Hsuebo Pao | 2020年 / 41卷 / 04期
关键词：
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：401 / 407
相关论文
共 50 条
  • [21] Automatic Visual Inspection of Printed Circuit Board for Defect Detection and Classification
    Chaudhary, Vikas
    Dave, Ishan R.
    Upla, Kishor P.
    2017 2ND IEEE INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, SIGNAL PROCESSING AND NETWORKING (WISPNET), 2017, : 732 - 737
  • [22] Workload balancing in printed circuit board assembly
    Emet, Stefan
    Knuutila, Timo
    Alhoniemi, Esa
    Maier, Michael
    Johnsson, Mika
    Nevalainen, Olli S.
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2010, 50 (9-12): : 1175 - 1182
  • [23] SPC IN PRINTED-CIRCUIT BOARD ASSEMBLY
    DOBBINS, JG
    PADGETT, WJ
    QUALITY PROGRESS, 1993, 26 (07) : 65 - 67
  • [24] Printed circuit board assembly equipment & materials
    Assembly, 1998, 41 (07):
  • [25] An allocation problem in Printed Circuit Board assembly
    Ashayeri, J
    Van Dorp, AM
    FLEXIBLE AUTOMATION AND INTELLIGENT MANUFACTURING, 1998, 1998, : 299 - 309
  • [26] Embedded Resistors in Printed Circuit Board Assembly
    Wang, Shouguo
    2013 8TH INTERNATIONAL SYMPOSIUM ON ADVANCED TOPICS IN ELECTRICAL ENGINEERING (ATEE), 2013,
  • [27] Workload balancing in printed circuit board assembly
    Stefan Emet
    Timo Knuutila
    Esa Alhoniemi
    Michael Maier
    Mika Johnsson
    Olli S. Nevalainen
    The International Journal of Advanced Manufacturing Technology, 2010, 50 : 1175 - 1182
  • [28] Modeling the Printed Circuit Board Assembly Scheduling
    Wan, Jiuwen
    Guo, Beibei
    Jin, Zhihong
    ICPOM2008: PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE OF PRODUCTION AND OPERATION MANAGEMENT, VOLUMES 1-3, 2008, : 1207 - 1211
  • [29] Detection of Printed Circuit Board Defects with Photometric Stereo and Convolutional Neural Networks
    Hable A.
    Matore M.
    Scherr A.
    Krivec T.
    Gruber D.
    Computer Science Research Notes, 2023, 31 (1-2): : 300 - 305
  • [30] An Improved YOLOv5 Network for Detection of Printed Circuit Board Defects
    Niu, Jie
    Li, Hongyan
    Chen, Xu
    Qian, Kun
    JOURNAL OF SENSORS, 2023, 2023
12345