Research on color difference detection algorithm based on machine vision

FAN Peng-fei; SUN Jun

doi:10.13873/J.1000-9787(2016)10-0120-03

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Research on color difference detection algorithm based on machine vision

更新时间：2025-09-11

- Research on color difference detection algorithm based on machine vision
- Vol. 35, Issue 10, Pages: 120-122+126(2016)
- 作者机构：
  
  江南大学物联网工程学院
- 作者简介：
- 基金信息：
- DOI：10.13873/J.1000-9787(2016)10-0120-03
  CLC： TP391.41
- Published：2016
- 稿件说明：
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[1]范鹏飞,孙俊.基于机器视觉的色差检测算法[J].传感器与微系统,2016,35(10):120-122+126.

FAN Peng-fei, SUN Jun. Research on color difference detection algorithm based on machine vision[J]. 2016, 35(10): 120-122+126.
[1]范鹏飞,孙俊.基于机器视觉的色差检测算法[J].传感器与微系统,2016,35(10):120-122+126. DOI： 10.13873/J.1000-9787(2016)10-0120-03.

FAN Peng-fei, SUN Jun. Research on color difference detection algorithm based on machine vision[J]. 2016, 35(10): 120-122+126. DOI： 10.13873/J.1000-9787(2016)10-0120-03.

摘要

针对金属印刷质量中的色差检测问题

采用机器视觉的技术对色差检测算法进行了研究。通过在金属印刷品的留白区域印刷色标

使用工业CCD相机采集金属印刷产品上的色标区域

使用数字图像处理技术提取色标。使用了基于HSV颜色空间的色差检测算法和基于CIELAB颜色空间的色差检测算法

分析了两种颜色空间下色差检测的实验结果

采用两种颜色空间检测算法相结合的方法

实现对色差合理有效的快速检测

同时能保证检测结果的准确性。

Abstract

Algorithm for color difference detection based on machine vision is studied to solve the problem of color difference detection in metal printing. By printing color mark in metal blank area

capture color mark areas on metal printing products using industrial CCD cameras

digital image processing technique is applied to extract color. Use color difference detection algorithm based on HSV color space and color difference detection algorithm based on CIELAB color space

analyze color difference detection results in two kinds of color space

using the method combining the two kinds of color space detection algorithms

implement rapid and effective detection

and at the same time

it can ensure accuracy of detection results.

关键词

Keywords

references

基于机器视觉的人工光植物工厂植物生长状况监测系统 [J]. 杨思思,周泓,虞侠挺. 传感器与微系统 . 2014(12)

织物色差的定性和定量测试方法 [J]. 李鹏飞,王婧,景军锋. 棉纺织技术 . 2014(04)

基于SURF特征的印铁图像色差在线检测研究 [J]. 徐明亮,李成渊,梅娟. 包装工程 . 2012(15)

基于机器视觉的工业品色差检测系统 [J]. 黄虎,程建,蒲恬. 兵工自动化 . 2010(07)

最新色差公式:CIEDE2000 [J]. 郑元林,刘士伟. 印刷质量与标准化 . 2004(07)

数字图像处理学[M]. 电子工业出版社 , 阮秋琦, 2007

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