Design of a Virtual Mouse Using Gesture Recognition and Machine Learning
Year: 2022
Type: preprint
Abstract: The emergence of the pandemic has resulted in a technological paradigm shift. The development and use of a virtual mouse in place of a real mouse is one such field of research. This is a step forward in the field of HMI (Human-Machine Interaction). Even if wireless or Bluetooth mouse technology has yet to be established, it is not device-free. A Bluetooth mouse necessitates the usage of a battery and a connected dongle. The presence of additional electronics in a mouse makes it more difficult to use. This system takes frames using a webcam or built-in camera, analyses them to make them trackable, and then detects and performs mouse functions based on the gestures performed by users. As a result, the suggested mouse system eliminates the need for a device.
Source: Research Square
Institution: Medi-Caps University
Language: English
Subfield: Human-Computer Interaction
Field: Computer Science
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W4281966153