Chunlai Feng, Hong Zhu, Wei Xin, Gang Liang, Fengchun Yang
{"title":"基于计算机视觉的列车车厢切换状态实时检测系统","authors":"Chunlai Feng, Hong Zhu, Wei Xin, Gang Liang, Fengchun Yang","doi":"10.1109/WCICA.2004.1342263","DOIUrl":null,"url":null,"abstract":"With economic development, the goods transport volume by railway runs up. The manual way of railway boxcar safe state checking cannot adapt to the development of railage more and more. This paper proposed a computer vision based boxcar safe state real-time monitoring system to substitute manual work. Line feature is extracted from the frame. By analyse the distribution of the line feature to differentiate the car type and the boxcar safe state. The little calculating amount of the algorithm and robustness to the noise and illumination disturbance makes it have good real-time quality and dependability. Experiment indicate that the system reach the design requirement.","PeriodicalId":331407,"journal":{"name":"Fifth World Congress on Intelligent Control and Automation (IEEE Cat. No.04EX788)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2004-06-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A computer vision based train boxcar transfer state real-time detection system\",\"authors\":\"Chunlai Feng, Hong Zhu, Wei Xin, Gang Liang, Fengchun Yang\",\"doi\":\"10.1109/WCICA.2004.1342263\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"With economic development, the goods transport volume by railway runs up. The manual way of railway boxcar safe state checking cannot adapt to the development of railage more and more. This paper proposed a computer vision based boxcar safe state real-time monitoring system to substitute manual work. Line feature is extracted from the frame. By analyse the distribution of the line feature to differentiate the car type and the boxcar safe state. The little calculating amount of the algorithm and robustness to the noise and illumination disturbance makes it have good real-time quality and dependability. Experiment indicate that the system reach the design requirement.\",\"PeriodicalId\":331407,\"journal\":{\"name\":\"Fifth World Congress on Intelligent Control and Automation (IEEE Cat. No.04EX788)\",\"volume\":\"17 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2004-06-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Fifth World Congress on Intelligent Control and Automation (IEEE Cat. No.04EX788)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/WCICA.2004.1342263\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Fifth World Congress on Intelligent Control and Automation (IEEE Cat. No.04EX788)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/WCICA.2004.1342263","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A computer vision based train boxcar transfer state real-time detection system
With economic development, the goods transport volume by railway runs up. The manual way of railway boxcar safe state checking cannot adapt to the development of railage more and more. This paper proposed a computer vision based boxcar safe state real-time monitoring system to substitute manual work. Line feature is extracted from the frame. By analyse the distribution of the line feature to differentiate the car type and the boxcar safe state. The little calculating amount of the algorithm and robustness to the noise and illumination disturbance makes it have good real-time quality and dependability. Experiment indicate that the system reach the design requirement.