利用人工智能技术改进手势控制虚拟鼠标和虚拟键盘

Q3 Social Sciences Journal of Mobile Multimedia Pub Date : 2024-03-29 DOI:10.13052/jmm1550-4646.2029
Jayasri Kotti, B. Padmaja, D. Deepa
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引用次数: 0

摘要

人工智能已成为现代科技的重要组成部分。尽管计算机技术很先进,但仍可加以改进,使其更加方便用户使用。方法之一就是用虚拟鼠标和键盘取代触摸屏桌面。这可以减少对小工具的需求,增强人机互动。在 COVID-19 大流行期间,减少人工干预和对设备的依赖对于控制病毒传播至关重要。这时,由虚拟现实技术驱动的电池供电或蓝牙鼠标就能派上用场。虚拟鼠标是利用 OpenCV 和虚拟现实技术创建的,拟议的系统利用了 MediaPipe 和 Python 等先进工具。MediaPipe 库在人工智能项目中特别有用,因为它能提高模型的效率。该系统是一个基于人工智能的鼠标和键盘,可通过手势进行控制。用户通过屏幕上显示的摄像头输出与系统互动,而网络摄像头则充当输入设备。系统的实现使用了 Python 和 OpenCV 工具,使其适用于大流行情况和智能教学系统。拟议系统的工作原理是利用人工智能技术,通过虚拟助手增强手势控制虚拟鼠标和虚拟键盘。
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Enhancing Gesture-Controlled Virtual Mouse and Virtual Keyboard Using AI Techniques
Artificial Intelligence has become an essential part of modern technology. Although computer technology is advanced, it can still be improved to make it more user-friendly. One way to do this is to replace touchscreen desktops with a virtual mouse and keyboard. This can reduce the need for gadgets and enhance human-computer interaction. During the COVID-19 pandemic, reducing human intervention and dependency on devices has been critical in controlling the spread of the virus. This is where a battery-powered or Bluetooth mouse, powered by virtual reality technology, can be helpful. The virtual mouse is created using OpenCV and virtual reality technology, with the proposed system utilizing advanced tools such as MediaPipe and Python. The MediaPipe library is particularly useful in artificial intelligence projects, as it enhances the efficiency of the model. The system is an AI-based mouse and keyboard that can be controlled using hand gestures. The user interacts with the system through the camera output displayed on the screen, while the webcam serves as an input device. Python and OpenCV tools are used for implementation, making it applicable in pandemic situations and smart teaching systems. The proposed system works on Enhancing gesture Controlled Virtual Mouse and Virtual Keyboard through Virtual Assistant using AI Techniques.
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来源期刊
Journal of Mobile Multimedia
Journal of Mobile Multimedia Social Sciences-Communication
CiteScore
1.90
自引率
0.00%
发文量
80
期刊介绍: The scope of the journal will be to address innovation and entrepreneurship aspects in the ICT sector. Edge technologies and advances in ICT that can result in disruptive concepts of major impact will be the major focus of the journal issues. Furthermore, novel processes for continuous innovation that can maintain a disruptive concept at the top level in the highly competitive ICT environment will be published. New practices for lean startup innovation, pivoting methods, evaluation and assessment of concepts will be published. The aim of the journal is to focus on the scientific part of the ICT innovation and highlight the research excellence that can differentiate a startup initiative from the competition.
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