A new hand gestures recognition system

Author:

Hamed AlSaedi Ahmed Kadem,AlAsadi Abbas H. Hassin

Abstract

<p>Talking about gestures makes us return to the historical beginning of human communication, because, in fact, there is no language completely free of gestures. People cannot communicate without gestures. Any action or movement without gestures is free of real feelings and cannot express the thoughts. The purpose from any hand gestures recognition system is to recognizes the hand gesture and used it to transfer a certain meaning or for computer control or and device. Our paper introduced a low cost system to recognize the hand gesture in real-time. Generally, the system divided into five steps, one to image acquisition, second to pre-processing the image, third for detection and segmentation of hand region, four to features extraction and five to count the numbers of fingers and gestures recognition. The system has coded by Python language, PyAutoGUI library, OS Module of Python and the OpenCV library.</p>

Publisher

Institute of Advanced Engineering and Science

Subject

Electrical and Electronic Engineering,Control and Optimization,Computer Networks and Communications,Hardware and Architecture,Information Systems,Signal Processing

Cited by 11 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. ML-Based Real-Time Gesture Recognition Platform : Mouse Replacement as a Case-Study;2024 4th International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET);2024-05-16

2. Gesture-Driven Touchless Interface for Contactless Smartboard;2024 International Conference on Smart Systems for applications in Electrical Sciences (ICSSES);2024-05-03

3. Real-time Brightness, Contrast and The Volume Control with Hand Gesture Using Open CV Python;2024 10th International Conference on Communication and Signal Processing (ICCSP);2024-04-12

4. Hand gesture recognition using Python and OpenCV;i-manager’s Journal on Pattern Recognition;2024

5. Empowering Communication: Harnessing CNN and Mediapipe for Sign Language Interpretation;2023 International Conference on Recent Advances in Science and Engineering Technology (ICRASET);2023-11-23

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