30th National Conference with International Participation ”Telecom 2022”, October 27 - 28, 2022, Sofia, Bulgaria Image Processing with OpenCV for Hand Gesture Recognition
{"title":"30th National Conference with International Participation ”Telecom 2022”, October 27 - 28, 2022, Sofia, Bulgaria Image Processing with OpenCV for Hand Gesture Recognition","authors":"Ivan Ralev, Georgi Krastev","doi":"10.1109/TELECOM56127.2022.10017307","DOIUrl":null,"url":null,"abstract":"The paper presents the stages of frame processing using OpenCV for subsequent gesture recognition. At the beginning, a brief overview of an existing solution is given. Each step of the analysis method used is described. An algorithm for reducing ”convexity defects” is proposed. Tests were performed using a printed gesture on a piece of paper and using a black glove. The results of the testing are presented, and the problems that need to be overcome are described.","PeriodicalId":359231,"journal":{"name":"2022 30th National Conference with International Participation (TELECOM)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 30th National Conference with International Participation (TELECOM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/TELECOM56127.2022.10017307","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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Abstract
The paper presents the stages of frame processing using OpenCV for subsequent gesture recognition. At the beginning, a brief overview of an existing solution is given. Each step of the analysis method used is described. An algorithm for reducing ”convexity defects” is proposed. Tests were performed using a printed gesture on a piece of paper and using a black glove. The results of the testing are presented, and the problems that need to be overcome are described.
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