Raul Zamorano-Illanes, I. Soto, Esteban Toledo-Mercado, Jonathan Pereira-Mendoza, P. Adasme
{"title":"Computer Vision detection and classification of emitters for visible light communication","authors":"Raul Zamorano-Illanes, I. Soto, Esteban Toledo-Mercado, Jonathan Pereira-Mendoza, P. Adasme","doi":"10.1109/SACVLC53127.2021.9652297","DOIUrl":null,"url":null,"abstract":"This paper presents a methodology for the generation of detection and classification models of light emitters in digital video frames for indoor and outdoor visible light communication applications, including the generation of a user interface for the generation of Datasets of light emitter characteristics. Showing that is possible to analyze the frames of video by applying a classification model, allowing the development of new models to decrease the processing time per frame.","PeriodicalId":235918,"journal":{"name":"2021 Third South American Colloquium on Visible Light Communications (SACVLC)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 Third South American Colloquium on Visible Light Communications (SACVLC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SACVLC53127.2021.9652297","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
This paper presents a methodology for the generation of detection and classification models of light emitters in digital video frames for indoor and outdoor visible light communication applications, including the generation of a user interface for the generation of Datasets of light emitter characteristics. Showing that is possible to analyze the frames of video by applying a classification model, allowing the development of new models to decrease the processing time per frame.