Multi-task learning for sign language recognition using IR-UWB radar

• Main Author: Peh, Denzyl David
• Other Authors: Luo Jun
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Machine learning; Multi-task learning; IR-UWB radar; X4M05
• Online Access: https://hdl.handle.net/10356/181234
• Institution: Nanyang Technological University

In this study, we investigate the use of impulse radio ultra-wideband (IR-UWB) radar technology combined with multitask learning for Sign Language Recognition (SLR). Traditional computer vision-based approaches to SLR face limitations in certain environments, motivating the exploration of radar-base...