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

• المؤلف الرئيسي: Peh, Denzyl David
• مؤلفون آخرون: Luo Jun
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; Machine learning; Multi-task learning; IR-UWB radar; X4M05
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/181234

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...