Dynamic hand gesture tracking and recognition: Survey of different phases

Shweta Saboo ； Joyeeta Singha

《International Journal of Systematic Innovation》 7卷7期 (2023/09) Pp. 47-70

https://doi.org/10.6977/IJoSI.202309_7(7).0003

摘要

Hand gesture plays an important role in controlling various appliances and gadgets nowadays. Recognition of proper gestures with the help of multiple techniques is vital for the hardware interfaced with it. Work has been done on various steps of the process of hand gesture recognition. Starting with video acquisition and pre-processing, hand detection and tracking, and feature extraction finally lead to classification and recognition. This paper provides a detailed review of state-of-art techniques used in recent hand gesture recognition techniques. We have also discussed the advantages and disadvantages of various techniques and the reason behind moving to another method. It is hoped that this study might provide researchers with a comprehensive description of the hand gesture recognition techniques that may help in pattern recognition, computer vision, and artificial intelligence.

關鍵字

Computer vision ； Hand Gesture ； Hand Gesture Dataset ； Hand Tracking ； Machine learning ； Recognition