基于机器视觉的首饰加工质量自动检测系统研究  

Research on Automatic Quality Inspection System for Jewelry Processing Based on Machine Vision

作　　者：王国鑫 王泽钢 王娜 张晓辉 WANG Guoxin;WANG Zegang;WANG Na;ZHANG Xiaohui

机构地区：[1]山东梦金园珠宝首饰有限公司,山东潍坊262400 [2]山东亿福金业珠宝首饰有限公司,山东潍坊262400

出　　处：《今日自动化》2025年第2期136-138,共3页Automation Today

摘　　要：首饰加工行业中,产品表面质量的检测是保证产品质量的重要环节。文章设计并实现了一种基于机器视觉的首饰加工质量自动检测系统,旨在解决传统人工检测存在的效率低下、准确性不足等问题。该系统能够在线自动化检测首饰产品加工完成后的表面质量,识别点痕、划痕等微小缺陷,并对产品进行合格与不合格的分类。这项研究不仅为首饰加工行业的质量控制提供了技术支持,还展示了机器视觉技术在智能制造领域的广阔应用前景。In the jewelry processing industry,the detection of product surface quality is an important link to ensure product quality.The article designs and implements a machine vision based jewelry processing quality automatic detection system,aiming to solve the problems of low efficiency and insufficient accuracy in traditional manual detection.This system can automatically detect the surface quality of jewelry products after processing online,identify small defects such as scratches and dents,and classify products as qualified or unqualified.This study not only provides technical support for quality control in the jewelry processing industry,but also demonstrates the broad application prospects of machine vision technology in the field of intelligent manufacturing.

关 键 词：首饰 机器视觉 加工质量 自动检测系统 图像 

分 类 号：TP274.2[自动化与计算机技术—检测技术与自动化装置]