Design of an automated corn kernel inspection system for machine vision

被引:0
|
作者
Ni, B [1 ]
Paulsen, MR [1 ]
Liao, K [1 ]
Reid, JF [1 ]
机构
[1] DSC COMMUN,DALLAS,TX
来源
TRANSACTIONS OF THE ASAE | 1997年 / 40卷 / 02期
关键词
automation; corn; machine vision; classification; design;
D O I
暂无
中图分类号
S2 [农业工程];
学科分类号
0828 ;
摘要
A prototype machine vision system for automatically inspecting corn kernels was designed and built. A strobe light was used to eliminate image blur due to the motion of cant kernels. Kernel singulation and the synchronization of strobe firing with the image acquisition were achieved by using optical sensors. Control circuitry was designed to enable synchronization of strobe firing to the vertical blanking period of the camera. Corn kernels of random orientation were inspected for whole versus broken percentages and err-line tests had successful classification rates of 91% and 94% for whole and broken kernels, respectively.
引用
收藏
页码:491 / 497
页数:7
相关论文
共 50 条
  • [1] Automated system for leather inspection: The machine vision
    Neto, MM
    Vendrametto, O
    Fusco, JPA
    EMERGING SOLUTIONS FOR FUTURE MANUFACTURING SYSTEMS, 2005, 159 : 387 - 396
  • [2] In-field machine vision system for identifying corn kernel losses
    Monhollen, Nolan S.
    Shinners, Kevin J.
    Friede, Joshua C.
    Rocha, Eduardo M. C.
    Luck, Brian L.
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2020, 174 (174)
  • [3] A Distributed Computer Machine Vision System for Automated Inspection and Grading of Fruits
    Yogitha, S.
    Sakthivel, P.
    2014 INTERNATIONAL CONFERENCE ON GREEN COMPUTING COMMUNICATION AND ELECTRICAL ENGINEERING (ICGCCEE), 2014,
  • [4] Automated Machine Vision System for Liquid Particle Inspection of Pharmaceutical Injection
    Zhang, Hui
    Li, Xuanlun
    Zhong, Hang
    Yang, Yimin
    Wu, Q. M. Jonathan
    Ge, Ji
    Wang, Yaonan
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2018, 67 (06) : 1278 - 1297
  • [5] Machine vision for automated inspection of surgical instruments
    Wang, Shuyi
    Yin, Xunchao
    Ge, Bin
    Gao, Yanhua
    Xie, Haiming
    Han, Lu
    2009 3RD INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING, VOLS 1-11, 2009, : 1330 - 1333
  • [6] MACHINE VISION FINDS A NICHE IN AUTOMATED INSPECTION
    SHAPIRO, SF
    COMPUTER DESIGN, 1986, 25 (06): : 46 - &
  • [7] A MACHINE VISION SYSTEM FOR INSPECTION
    DENTREMONT, WR
    PHOTONICS SPECTRA, 1991, 25 (03) : 157 - 158
  • [8] THE AUTOMATED INSPECTION OF LACE USING MACHINE VISION
    SANBY, C
    NORTONWAYNE, L
    HARWOOD, R
    MECHATRONICS, 1995, 5 (2-3) : 215 - 231
  • [9] AUTOMATED INDUSTRIAL INSPECTION USING MACHINE VISION
    BATCHELOR, BG
    JOURNAL OF ROBOTIC SYSTEMS, 1987, 4 (01): : 1 - 3
  • [10] Design and Realization of Counterbore Inspection System Based on Machine Vision
    Sa, Jiming
    Ye, Feng
    Shao, Yue
    An, Yilun
    Wan, Shaogang
    2018 5TH INTERNATIONAL CONFERENCE ON SYSTEMS AND INFORMATICS (ICSAI), 2018, : 87 - 92