计量与测试技术2024,Vol.51Issue(1) :13-15.DOI:10.15988/j.cnki.1004-6941.2024.1.004

基于RGB模型的汽车指针仪表示数的识别

Reading Recognition of Automobile Pointer Dashboard Based on RGB Model

姜绍君 惠渊博 欧李庭 高士博
计量与测试技术2024,Vol.51Issue(1) :13-15.DOI:10.15988/j.cnki.1004-6941.2024.1.004

基于RGB模型的汽车指针仪表示数的识别

Reading Recognition of Automobile Pointer Dashboard Based on RGB Model

姜绍君 1惠渊博 1欧李庭 1高士博1
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作者信息

  • 1. 大连理工大学城市学院
  • 折叠

摘要

本文对汽车指针仪表示数的识别,提出了一种基于RGB彩色空间图像处理的识别方案.首先,根据仪表盘图像的R、G、B分量的直方图,利用该分量的欧几里德距离法分割仪表盘的圆心和指针;然后,提取圆心的骨架和圆心的坐标,建立新的坐标系;最后,将指针的质心和仪表盘的圆心连成一条直线,通过直线位置识别指针读数.实验证明:该方法可用于指针式汽车仪表的自动化测试.

Abstract

In this paper,a recognition scheme based on RGB color space image processing is proposed for the rep-resentation recognition of automobile pointer.Firstly,according to the histogram of R,G and B components of the instrument panel image,the center of the circle and the pointer of the instrument panel are divided by the Euclide-an distance method of the component.Then,the frame of the center and the coordinates of the center of the circle are extracted to establish a new coordinate system.Finally,the center of mass of the pointer and the center of the instrument panel are connected into a straight line,and the pointer reading is identified by the position of the straight line.Experimental results show that this method can be used for automatic testing of pointer type automobile instrument.

关键词

RGB分量/图像分割/指针仪表/示数识别

Key words

RGB components/image segmentation/pointer dashboard/reading recognition

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基金项目

2022年度辽宁省大学生创新创业项目(S202213198002)

辽宁省教育厅2021年度科学研究经费项目(LJKZ1331)

出版年

2024
计量与测试技术
成都市计量监督检定测试所

计量与测试技术

影响因子:0.175
ISSN:1004-6941
参考文献量8
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