A METHODOLOGY TO EVALUATE IMPROVE THE PERFORMANCE OF A MACHINE VISION SYSTEM

被引:7
|
作者
SHIAU, YR
JIANG, BC
机构
[1] Department of Industrial Engineering, Feng-Chia University, Taichung
[2] Department of Industrial Engineering, Auburn University, AL
关键词
D O I
10.1080/00207549308956802
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this research, the performance of a machine vision system was evaluated and improved by a series of procedures. By considering the hardware component combinations (HCCs) of a machine vision system, a mathematical model was established to represent the relationship between the theoretical and real outputs. By using the mathematical model established for all possible HCCs, an optimal HCC was determined in the evaluation process. Also, the performance of the machine vision system was improved by a second mathematical model established for the optimal HCC. A two-dimensional (2D) machine vision system was used to verify the methodology proposed in this research. After improvement, the accuracy and the repeatability of the machine vision system were -0-001 and +/-0.002 inch, respectively.
引用
收藏
页码:1467 / 1478
页数:12
相关论文
共 50 条
  • [21] Methodology used to evaluate computer vision algorithms in adverse weather conditions
    Duthon, Pierre
    Bernardin, Frederic
    Chausse, Frederic
    Colomb, Michele
    TRANSPORT RESEARCH ARENA TRA2016, 2016, 14 : 2178 - 2187
  • [22] APPLICATION OF A METHODOLOGY TO EVALUATE MATCHING METHODS IN 3-DIMENSIONAL VISION
    DELEMUS, PR
    PSICOTHEMA, 1993, 5 (01) : 135 - 159
  • [23] A Methodology for Designing an Automated System to Improve the Thermal Performance of a Large Building in Operation
    Pozas, Beatriz Montalban
    Bonilla, Marta Lucas
    Candela, Francisco Serrano
    de Castro, Pablo Bustos Garcia
    BUILDINGS, 2023, 13 (08)
  • [24] EVALUATE STANDARDS AND IMPROVE PERFORMANCE WITH A QUALITY AUDIT
    ARTER, DR
    QUALITY PROGRESS, 1989, 22 (09) : 41 - 43
  • [25] A system to evaluate the accuracy of a visual mosaicking methodology
    Garcia, R
    Batlle, J
    Cufi, X
    OCEANS 2001 MTS/IEEE: AN OCEAN ODYSSEY, VOLS 1-4, CONFERENCE PROCEEDINGS, 2001, : 2570 - 2576
  • [26] Machine vision can help improve yields in agriculture
    Wilson, Linda
    LASER FOCUS WORLD, 2024, 60 (11-12): : 39 - 39
  • [27] MACHINE VISION SYSTEM COMBINES LOW-COST AND HIGH-PERFORMANCE
    ASEO, J
    COMPUTER DESIGN, 1983, 22 (01): : 26 - +
  • [28] A machine-vision system to measure the parameters describing the performance of a Foucault pendulum
    Joaquín Salas
    Wendy Avalos
    Rafael Castañeda
    Mario Maya
    Machine Vision and Applications, 2006, 17 : 133 - 138
  • [29] A machine-vision system to measure the parameters describing the performance of a Foucault pendulum
    Salas, J
    Avalos, W
    Castañeda, R
    Maya, M
    MACHINE VISION AND APPLICATIONS, 2006, 17 (02) : 133 - 138
  • [30] Analysis of the relationship between froth appearance and flotation performance by machine vision system
    Ekmekçi, Zafir
    Şahin, Ayşe Nihan
    Madencilik, 2006, 45 (02): : 27 - 38