Research on the Fitness for Duty of Public Transport Drivers Based on Micro-expression Recognition
Year: 2026
Type: article
Abstract: The fitness for duty of bus drivers is one of the critical factors ensuring public transportation safety. Many scholars domestically and internationally have conducted relevant research in this area. However, studies on bus drivers’ fitness for duty based on micro-expression recognition remain relatively limited. This paper proposes the Y8n-V Face model, which integrates the Yolov8n model and the VGG16 model to achieve micro-expression recognition for public transport drivers. Compared with traditional models, the proposed framework demonstrates improvements in recall, precision, and F1-Score.
Source: 電腦學刊
Authors: Ying-Si Zhao, Gulipiyan Ainiwan, Wen-Hao Ye
Institution: Beijing Jiaotong University
Language: English
Subfield: Computer Vision and Pattern Recognition
Field: Computer Science
Domain: Physical Sciences
Open Access status: bronze
OpenAlex ID: W7224482862