R. Osorio-Comparán, M. Peña-Cabrera, I. López-Juárez, G. Lefranc, R. Tovar-Medina
{"title":"使用图像处理的智能信号量","authors":"R. Osorio-Comparán, M. Peña-Cabrera, I. López-Juárez, G. Lefranc, R. Tovar-Medina","doi":"10.1109/CHILECON.2017.8229679","DOIUrl":null,"url":null,"abstract":"The article presents an intelligent traffic light system that allows optimal flow in a car crossing composed of two one-way streets. To achieve this purpose, real-time image processing is used to obtain the counting and space occupied by the vehicles. The algorithms of Backgroud Subtraction and KNN (K-Nearest Neighbor) are used, to determine the congestion vehicular in a street; the libraries of OpenCV are used. The results obtained give a greater ease and response time.","PeriodicalId":415811,"journal":{"name":"2017 CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies (CHILECON)","volume":"120 12 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Smart semaphore using image processing\",\"authors\":\"R. Osorio-Comparán, M. Peña-Cabrera, I. López-Juárez, G. Lefranc, R. Tovar-Medina\",\"doi\":\"10.1109/CHILECON.2017.8229679\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The article presents an intelligent traffic light system that allows optimal flow in a car crossing composed of two one-way streets. To achieve this purpose, real-time image processing is used to obtain the counting and space occupied by the vehicles. The algorithms of Backgroud Subtraction and KNN (K-Nearest Neighbor) are used, to determine the congestion vehicular in a street; the libraries of OpenCV are used. The results obtained give a greater ease and response time.\",\"PeriodicalId\":415811,\"journal\":{\"name\":\"2017 CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies (CHILECON)\",\"volume\":\"120 12 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies (CHILECON)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CHILECON.2017.8229679\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies (CHILECON)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CHILECON.2017.8229679","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
The article presents an intelligent traffic light system that allows optimal flow in a car crossing composed of two one-way streets. To achieve this purpose, real-time image processing is used to obtain the counting and space occupied by the vehicles. The algorithms of Backgroud Subtraction and KNN (K-Nearest Neighbor) are used, to determine the congestion vehicular in a street; the libraries of OpenCV are used. The results obtained give a greater ease and response time.
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