计算机与数字工程2025，Vol.53Issue(1)：45-50,83,7.DOI:10.3969/j.issn.1672-9722.2025.01.010
基于机器视觉的白酒包装贴标分拣系统
Sorting System of Liquor Packaging Labeling Based on Machine Vision
摘要
Abstract
Aiming at the problem of low sorting efficiency of traditional liquor packaging labeling,this paper builds a sorting system based on machine vision.The system uses OpenCv open source visual library to design algorithm programs,collects packag-ing images through industrial cameras,preprocesses images,and extracts edge feature information of packaging images by dynamic threshold segmentation.The minimum circumscribed rectangle algorithm is used to locate the center coordinates of the image,and the ROI region of the main trademark is located.The similarity between the Hu moment characteristics of the main ROI edge of the trademark and the Hu moment characteristics of the main template is measured to identify the packaging trademark information.Then,the relatively offset auxiliary ROI region is located through the main trademark ROI region.According to the Hu moment char-acteristics of the auxiliary ROI region and the matching results of the auxiliary template,combined with the rotation angle of the min-imum circumscribed rectangle and the ratio of width to height,the 360°pose positioning of packaging is realized.The experimental results show that the system has fast response,the positioning accuracy reaches 0.8 mm,and the angle is controlled within 0.5°,which can meet the actual labeling sorting requirements.关键词
机器视觉/定位/Hu矩/最小外接矩形Key words
machine vision/position/Hu moment/minimum enclosing rectangle分类
信息技术与安全科学引用本文复制引用
李致金,高伟,江凯强,刘忠洋..基于机器视觉的白酒包装贴标分拣系统[J].计算机与数字工程,2025,53(1):45-50,83,7.基金项目
国家自然科学基金面上项目(编号:62101274)资助. （编号:62101274）
