Deep Learning-Based Real-Time AI Virtual Mouse System Using Computer Vision to Avoid COVID-19 Spread

The mouse is one of the wonderful inventions of Human-Computer Interaction (HCI) technology. Currently, wireless mouse or a Bluetooth mouse still uses devices and is not free of devices completely since it uses a battery for power and a dongle to connect it to the PC. In the proposed AI virtual mous...

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Autores principales:	S. Shriram, B. Nagaraj, J. Jaya, S. Shankar, P. Ajay
Formato:	article
Lenguaje:	EN
Publicado:	Hindawi Limited 2021
Materias:	Medicine (General) R5-920 Medical technology R855-855.5
Acceso en línea:	https://doaj.org/article/e6eceef71fbd4475a86f5d33adf45d44
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spelling	oai:doaj.org-article:e6eceef71fbd4475a86f5d33adf45d442021-11-08T02:37:13ZDeep Learning-Based Real-Time AI Virtual Mouse System Using Computer Vision to Avoid COVID-19 Spread2040-230910.1155/2021/8133076https://doaj.org/article/e6eceef71fbd4475a86f5d33adf45d442021-01-01T00:00:00Zhttp://dx.doi.org/10.1155/2021/8133076https://doaj.org/toc/2040-2309The mouse is one of the wonderful inventions of Human-Computer Interaction (HCI) technology. Currently, wireless mouse or a Bluetooth mouse still uses devices and is not free of devices completely since it uses a battery for power and a dongle to connect it to the PC. In the proposed AI virtual mouse system, this limitation can be overcome by employing webcam or a built-in camera for capturing of hand gestures and hand tip detection using computer vision. The algorithm used in the system makes use of the machine learning algorithm. Based on the hand gestures, the computer can be controlled virtually and can perform left click, right click, scrolling functions, and computer cursor function without the use of the physical mouse. The algorithm is based on deep learning for detecting the hands. Hence, the proposed system will avoid COVID-19 spread by eliminating the human intervention and dependency of devices to control the computer.S. ShriramB. NagarajJ. JayaS. ShankarP. AjayHindawi LimitedarticleMedicine (General)R5-920Medical technologyR855-855.5ENJournal of Healthcare Engineering, Vol 2021 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Medicine (General) R5-920 Medical technology R855-855.5
spellingShingle	Medicine (General) R5-920 Medical technology R855-855.5 S. Shriram B. Nagaraj J. Jaya S. Shankar P. Ajay Deep Learning-Based Real-Time AI Virtual Mouse System Using Computer Vision to Avoid COVID-19 Spread
description	The mouse is one of the wonderful inventions of Human-Computer Interaction (HCI) technology. Currently, wireless mouse or a Bluetooth mouse still uses devices and is not free of devices completely since it uses a battery for power and a dongle to connect it to the PC. In the proposed AI virtual mouse system, this limitation can be overcome by employing webcam or a built-in camera for capturing of hand gestures and hand tip detection using computer vision. The algorithm used in the system makes use of the machine learning algorithm. Based on the hand gestures, the computer can be controlled virtually and can perform left click, right click, scrolling functions, and computer cursor function without the use of the physical mouse. The algorithm is based on deep learning for detecting the hands. Hence, the proposed system will avoid COVID-19 spread by eliminating the human intervention and dependency of devices to control the computer.
format	article
author	S. Shriram B. Nagaraj J. Jaya S. Shankar P. Ajay
author_facet	S. Shriram B. Nagaraj J. Jaya S. Shankar P. Ajay
author_sort	S. Shriram
title	Deep Learning-Based Real-Time AI Virtual Mouse System Using Computer Vision to Avoid COVID-19 Spread
title_short	Deep Learning-Based Real-Time AI Virtual Mouse System Using Computer Vision to Avoid COVID-19 Spread
title_full	Deep Learning-Based Real-Time AI Virtual Mouse System Using Computer Vision to Avoid COVID-19 Spread
title_fullStr	Deep Learning-Based Real-Time AI Virtual Mouse System Using Computer Vision to Avoid COVID-19 Spread
title_full_unstemmed	Deep Learning-Based Real-Time AI Virtual Mouse System Using Computer Vision to Avoid COVID-19 Spread
title_sort	deep learning-based real-time ai virtual mouse system using computer vision to avoid covid-19 spread
publisher	Hindawi Limited
publishDate	2021
url	https://doaj.org/article/e6eceef71fbd4475a86f5d33adf45d44
work_keys_str_mv	AT sshriram deeplearningbasedrealtimeaivirtualmousesystemusingcomputervisiontoavoidcovid19spread AT bnagaraj deeplearningbasedrealtimeaivirtualmousesystemusingcomputervisiontoavoidcovid19spread AT jjaya deeplearningbasedrealtimeaivirtualmousesystemusingcomputervisiontoavoidcovid19spread AT sshankar deeplearningbasedrealtimeaivirtualmousesystemusingcomputervisiontoavoidcovid19spread AT pajay deeplearningbasedrealtimeaivirtualmousesystemusingcomputervisiontoavoidcovid19spread
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Deep Learning-Based Real-Time AI Virtual Mouse System Using Computer Vision to Avoid COVID-19 Spread

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