Static and dynamic hand gesture recognition using deep learning

• Main Author: Liu, Yi
• Other Authors: Yap Kim Hui
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2025
• Subjects: Engineering; Deep learning; Human-computer interaction; Machine vision; Hand gesture recognition
• Online Access: https://hdl.handle.net/10356/183422

This dissertation introduces an optimized hand gesture recognition (HGR) system to enhance human-computer interaction (HCI). By enabling natural and intuitive communication, the applications range from healthcare and rehabilitation to automotive systems and augmented reality. Despite recent advancem...