Edge Detection Based on Machine Vision Applying to Laminated Wood Edge Cutting Process

被引:0
|
作者
Chen, Naijian [1 ]
Men, Xiuhua [1 ]
Han, Xiangdong [1 ]
Wang, Xu [1 ]
Sun, Jianbo [1 ]
Chen, Hui [1 ]
机构
[1] Univ Jinan, Sch Mech Engn, Jinan, Shandong, Peoples R China
来源
PROCEEDINGS OF THE 2018 13TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA 2018) | 2018年
关键词
Machine Vision; Edge detection; Laminated Wood; Edge Cutting Processing;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In edge cutting process of the rough laminated wood, it needs adjusting the position of the rough laminated wood manually, and it is easy to damage its upper surface. To solve these problems, an edge detection algorithm based on machine vision is designed and applying to the rough laminated wood edge cutting process. Firstly, an edge detection process configuration is designed for the edge cutting processing. Secondly, the Canny operator is used to detect the edges, and the pattern recognition method is applied to distinguish the edge defect of the rough laminated wood. Lastly, the pixels-wise width of the edge is calculating and the motor is driven to adjust the central of the laminated wood. Experimental results indicated that edge detection based on machine vision performs well to measure and adjust the position deviation of the rough laminated wood.
引用
收藏
页码:449 / 454
页数:6
相关论文
共 50 条
  • [21] Edge Detection Algorithm for Uneven Lighting Image based on Vision Theory
    Zhou, Lei
    Hua, Gang
    Xu, Dongmei
    Wu, Haitao
    PROCEEDINGS OF THE 2009 INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND NATURAL COMPUTING, VOL I, 2009, : 182 - 185
  • [22] Vision -Based Edge Detection Between Plant and Soil of Ningxia Vineyard
    Li, Wei
    Huang, Dong-yang
    JOURNAL OF THE CHINESE SOCIETY OF MECHANICAL ENGINEERS, 2024, 45 (01): : 23 - 32
  • [23] Estimates of edge detection filters in human vision
    McIlhagga, William
    VISION RESEARCH, 2018, 153 : 30 - 36
  • [24] EDGE-DETECTION IN MACHINE VISION USING A SIMPLE L1 NORM TEMPLATE MATCHING ALGORITHM
    STRICKLAND, RN
    DRAELOS, T
    MAO, ZH
    PATTERN RECOGNITION, 1990, 23 (05) : 411 - 421
  • [25] VLIW Based Runtime Reconfigurable Machine Vision Coprocessor Architecture for Edge Computing
    Kumarathunga, Dilshan
    Gamage, Omega
    Samarasinghe, Asitha
    Saranga, Nipuna
    Rodrigo, Ranga
    Pasqual, Ajith
    2019 IEEE 30TH INTERNATIONAL CONFERENCE ON APPLICATION-SPECIFIC SYSTEMS, ARCHITECTURES AND PROCESSORS (ASAP 2019), 2019, : 103 - 106
  • [26] In-cycle detection of built-up edge (BUE) from 2-D images of cutting tools using machine vision
    Shahabi, H. H.
    Ratnam, M. M.
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2010, 46 (9-12) : 1179 - 1189
  • [27] Chisel edge wear measurement of high-speed steel twist drills based on machine vision
    Zhou, Junjie
    Yu, Jianbo
    COMPUTERS IN INDUSTRY, 2021, 128
  • [28] A Mixed Edge Based Text Detection Method by Applying Image Complexity Analysis
    Li, Minhua
    Bai, Meng
    PROCEEDINGS OF THE 10TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA 2012), 2012, : 4809 - 4814
  • [29] Edge connection based Canny edge detection algorithm
    Song R.
    Zhang Z.
    Liu H.
    Pattern Recognition and Image Analysis, 2017, 27 (4) : 740 - 747
  • [30] In-cycle detection of built-up edge (BUE) from 2-D images of cutting tools using machine vision
    H. H. Shahabi
    M. M. Ratnam
    The International Journal of Advanced Manufacturing Technology, 2010, 46 : 1179 - 1189