工矿自动化2018，Vol.44Issue(1)：35-39,5.DOI:10.13272/j.issn.1671-251x.17303
煤矿视频联动地磅称重智能识别管理系统
Video cooperated intelligent identification weighbridge management system for coal mine
摘要
Abstract
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.关键词
煤矿地磅称重/视频联动/智能监控/车辆抓拍/车牌识别/多特征匹配/边缘检测Key words
coal mine weighbridge weighing/video cooperation/intelligent monitoring/vehicle capture/license plate recognition/multi-feature matching/edge detection分类
矿业与冶金引用本文复制引用
杨波,朱绪冉,孙彦景,卢楠楠,陈岩,吴天琦..煤矿视频联动地磅称重智能识别管理系统[J].工矿自动化,2018,44(1):35-39,5.基金项目
国家重点研发计划资助项目(2016YFC0801403) （2016YFC0801403）
国家自然科学基金青年基金资助项目(51504214,51504255) （51504214,51504255）
国家自然科学基金面上项目(51274202) （51274202）
江苏省重点研发计划资助项目(BE2015040) （BE2015040）
江苏省自然科学基金青年基金资助项目(BK20150204) （BK20150204）
江苏省自然科学基金面上项目(BK20130199,BK20131124) （BK20130199,BK20131124）
江苏省产学研前瞻性联合研究项目(BY2014028-01) （BY2014028-01）
江苏省科技成果转化项目(BA2012068) （BA2012068）
中央高校基本科研业务费专项资金资助项目(2013RC11) （2013RC11）
中国矿业大学重大项目培育专项项目(2014ZDPY16).感谢南京南瑞继保电气有限公司对本研究的资助！ （2014ZDPY16）
