A Review on AI-Based Hand Gesture Recognition Using Virtual Reality

A Review on AI-Based Hand Gesture Recognition Using Virtual Reality

Arun.S1, Ganesh Kumar Mehta 2, Gourav Kumar 3,

Dr. F. Antony Xavier Bronson4,Dr. G. Victo Sudha George 5, Dr.M.Chandiran 6

1,2,3 UG Student, Department of Computer Science and Engineering,

Dr. MGR Educational and Research Institute, Maduravoyal, Chennai 600095, TN, India

4,5,6 Professor, Department of Computer Science and Engineering

Dr. MGR Educational and Research Institute, Maduravoyal, Chennai 600095, TN, India

gkgagan728@gmail.com

Abstract: Hand gesture recognition (HGR) using artificial intelligence (AI) has significantly advanced the field of virtual reality (VR) by enabling intuitive and immersive users experiences. This literature survey explores recent advancements in deep learning methodologies applied to HGR in VR, emphasizing techniques such as convolutional neural networks (CNNs), long short-term memory (LSTM) networks, 3D CNNs, multimodal data fusion, and transfer learning. The survey discusses current progress, highlights ongoing challenges, and suggests future research directions.

Keywords: Hand Gesture Recognition, Virtual Reality, Deep Learning, CNN, LSTM, 3D CNN, Multimodal Data Fusion, Transfer Learning, Real-Time Interaction, Machine Learning.