Raji Pandurangan, P. V. P. Reddy, P. S. Reddy, V. S. Gurukrishna
{"title":"Virtual Mouse","authors":"Raji Pandurangan, P. V. P. Reddy, P. S. Reddy, V. S. Gurukrishna","doi":"10.1109/ICCCI56745.2023.10128463","DOIUrl":null,"url":null,"abstract":"A great example of HCI innovation is the mouse. A wireless or Bluetooth mouse still requires electricity in order to function, and it is not totally power-free since it requires some kind of energy to function and a dongle to connect it to a computer. The AI virtual mouse solution we presented gets over this problem by utilising a camera, either a built-in or a webcam, to record our hand movements and a convolutional neural network to identify the tips of our fingers. The algorithm employed in the proposed system is a machine learning algorithm. The computer’s left-click and pointer functions may be manipulated without a hardware mouse by using hand gestures to operate the machine. In order to track the hands and react to their movements, the system relies on deep learning. Therefore, our suggested method will prevent the spread of covid-19 by doing away with the need for a physical mouse and reliance on gadgets to regulate the position of the pointer.","PeriodicalId":205683,"journal":{"name":"2023 International Conference on Computer Communication and Informatics (ICCCI)","volume":"105 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 International Conference on Computer Communication and Informatics (ICCCI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCCI56745.2023.10128463","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
A great example of HCI innovation is the mouse. A wireless or Bluetooth mouse still requires electricity in order to function, and it is not totally power-free since it requires some kind of energy to function and a dongle to connect it to a computer. The AI virtual mouse solution we presented gets over this problem by utilising a camera, either a built-in or a webcam, to record our hand movements and a convolutional neural network to identify the tips of our fingers. The algorithm employed in the proposed system is a machine learning algorithm. The computer’s left-click and pointer functions may be manipulated without a hardware mouse by using hand gestures to operate the machine. In order to track the hands and react to their movements, the system relies on deep learning. Therefore, our suggested method will prevent the spread of covid-19 by doing away with the need for a physical mouse and reliance on gadgets to regulate the position of the pointer.