基于AI的鼠标使用人脸识别和手势识别

Akshay Kumar, Nitish Pathak, Madhu Kirola, Neelam Sharma, B. Rajakumar, K. Joshi
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引用次数: 1

摘要

电脑鼠标是人机交互领域令人难以置信的发明之一。我们目前使用的无线或蓝牙鼠标不是免费的设备,因为它们需要电池和加密狗才能插入电脑。由于计算机视觉处于顶峰,并用于日常生活的许多不同方面,例如面部识别,自动汽车和颜色检测,我们在这里使用它,通过使用指尖检测和手势来创建AI鼠标。我们还增加了人脸识别,使用特征人脸算法来改进其安全性。该算法将首先通过扫描用户的面部来确认用户的真实性,一旦确认,用户就可以通过手势访问他的电脑,用户可以在不使用硬件鼠标的情况下执行点击和滚动鼠标。该算法使用特征脸和深度学习来检测手部。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
AI based mouse using Face Recognition and Hand Gesture Recognition
The computer mouse is one of the incredible inventions of Human-Computer Interaction. Wireless or Bluetooth mice we use currently are not free devices as they require batteries and dongles to plug into the Computer. Since computer vision is at its pinnacle and is used in many different aspects of day-to-day life, such as Face Recognition, Automatic car, and Color detection, we here are using it, to create an AI mouse by using hand tip detection and hand gestures. We also add face recognition using the Eigen face algorithm to revamp its security. The algorithm will first confirm the user’s authenticity by scanning their face once confirmed then one can access his computer through hand gestures, one can perform click and scroll the mouse without using the hardware mouse. The algorithm uses Eigenface and deep learning for the detection of hands.
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