煤矿视频联动地磅称重智能识别管理系统

摘要

针对传统的煤矿企业地磅称重管理系统因人工采集信息导致工作效率低、质量差,以及因缺乏防作弊监控措施导致偷煤现象频发等问题,设计了一种煤矿视频联动地磅称重智能识别管理系统,详细介绍了该系统的组成、视频联动地磅称重智能识别原理、系统工作流程及软件功能.该系统由视频监控系统、车辆抓拍系统和数据采集系统组成,综合应用数字图像处理、卷积神经网络、计算机网络等技术,实现了基于车牌识别和多特征匹配的煤矿地磅业务智能监控功能.实际应用表明,该系统可靠性高,操作简便,有效减少了人员工作量,并能够防止作弊盗煤现象发生.%For the problems of low working efficiency and poor quality caused by artificial information acquisition existed in traditional weighbridge weighing management systems of coal mine as well as frequent coal stealing phenomenon caused by lack of cheat-prevention measures,a video cooperated intelligent identification weighbridge management system for coal mine designed.The system composition,principle of video cooperated intelligent identification weighbridge,system working flow and software functions were introduced in details.The system is composed of video monitoring system,vehicle capture system and data acquisition system,and realizes intelligent monitoring for weighbridge business in coal mine based on license plate recognition and multi-feature matching by use of technologies of digital image processing,convolutional neural network and computer network.The application results show that the system has high reliability with simple operation,which decreases artificial workload effectively and prevents chat and coal stealing phenomenon.