Machine Learning, OpenCV, Mediapipe, Hand Gestures, Web Camera
Abstract
The mouse is one of the wonderful inventions of Human-Computer Interaction (HCI) technology. This research paper focuses on the development of a virtual mouse using gesture sensor technology for user interface (UI) control. With the increasing demand for intuitive and efficient ways to interact with digital devices, the use of gesture recognition has become a popular alternative to traditional input devices such as keyboards and mice. The proposed virtual mouse system is designed to improve the user experience by providing a more natural and intuitive way of interacting with the computer. The system uses an accelerometer and a gyroscope to detect hand gestures, which are then translated into mouse movements and clicks. The system also includes a feedback mechanism that provides users with haptic feedback in response to their gestures. To evaluate the performance of the system, a user study was conducted with 20 participants. The participants were asked to perform a series of tasks using both the traditional mouse and the proposed virtual mouse system.
Article Details
Unique Paper ID: 158627
Publication Volume & Issue: Volume 9, Issue 10
Page(s): 216 - 219
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