An integrated framework for multi-state driver monitoring using heterogeneous loss and attention-based feature decoupling

• المؤلفون الرئيسيون: Hu, Zhongxu, Zhang, Yiran, Xing, Yang, Li, Qinghua, Lv, Chen
• مؤلفون آخرون: School of Mechanical and Aerospace Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Mechanical engineering; Driver State; Feature Decoupling
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/167025

Multi-state driver monitoring is a key technique in building human-centric intelligent driving systems. This paper presents an integrated visual-based multi-state driver monitoring framework that incorporates head rotation, gaze, blinking, and yawning. To solve the challenge of head pose and gaze es...