Machine vision technology for agricultural applications

被引:292
作者
Chen, YR [1 ]
Chao, KL [1 ]
Kim, MS [1 ]
机构
[1] USDA ARS, Henry A Wallace Beltsville Agr Res Ctr, Instrumentat & Sensing Lab, Beltsville, MD 20705 USA
关键词
multispectral; hyperspectral; quality; safety; inspection; real-time;
D O I
10.1016/S0168-1699(02)00100-X
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
Current applications of machine vision in agriculture are briefly reviewed. The requirements and recent developments of hardware and software for machine vision systems are discussed, with emphases on multispectral and hyperspectral imaging for modern food inspection. Examples of applications for detection of disease, defects, and contamination on poultry carcasses and apples are also given. Future trends of machine vision technology applications are discussed. (C) 2002 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:173 / 191
页数:19
相关论文
共 31 条
  • [1] Chao K, 2000, APPL ENG AGRIC, V16, P581
  • [2] Chao K, 1999, APPL ENG AGRIC, V15, P363
  • [3] Chao K, 2001, APPL ENG AGRIC, V17, P99
  • [4] RATIO ANALYSIS OF REFLECTANCE SPECTRA (RARS) - AN ALGORITHM FOR THE REMOTE ESTIMATION OF THE CONCENTRATIONS OF CHLOROPHYLL-A, CHLOROPHYLL-B, AND CAROTENOIDS IN SOYBEAN LEAVES
    CHAPPELLE, EW
    KIM, MS
    MCMURTREY, JE
    [J]. REMOTE SENSING OF ENVIRONMENT, 1992, 39 (03) : 239 - 247
  • [5] CHEN P, 1989, T ASAE, V32, P1747, DOI 10.13031/2013.31217
  • [6] DALEY W, 1995, P SOC PHOTO-OPT INS, V2345, P403, DOI 10.1117/12.198894
  • [7] DALEY W, 1993, P SOC PHOTO-OPT INS, V1907, P124, DOI 10.1117/12.144816
  • [8] AUTOMATIC DETECTION OF SURFACE-DEFECTS ON FRUIT BY USING A VISION SYSTEM
    DAVENEL, A
    GUIZARD, C
    LABARRE, T
    SEVILA, F
    [J]. JOURNAL OF AGRICULTURAL ENGINEERING RESEARCH, 1988, 41 (01): : 1 - 9
  • [9] Hybrid image processing for robust extraction of lean tissue on beef cut surfaces
    Hwang, H
    Park, B
    Nguyen, M
    Chen, YR
    [J]. COMPUTERS AND ELECTRONICS IN AGRICULTURE, 1997, 17 (03) : 281 - 294
  • [10] Steady-state multispectral fluorescence imaging system for plant leaves
    Kim, MS
    McMurtrey, JE
    Mulchi, CL
    Daughtry, CST
    Chappelle, EW
    Chen, YR
    [J]. APPLIED OPTICS, 2001, 40 (01) : 157 - 166