Multi-stream spatiotemporal networks for driver fatigue detection from infrared and depth videos

• المؤلف الرئيسي: Ma, Xiaoxi
• مؤلفون آخرون: Yap Kim Hui
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2023
• الموضوعات: Engineering::Computer science and engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/164796
• المؤسسة: Nanyang Technological University

This thesis presents new methods for incorporating multi-stream networks into the driver fatigue detection system. For the depth video-based method, a two-stream CNN architecture is proposed to incorporate spatial information of the current depth frame and temporal information of neighboring depth f...