Dynamic cross-domain transfer learning for driver fatigue monitoring: multi-modal sensor fusion with adaptive real-time personalizations

Abstract Driver fatigue is one of the most common causes of road accidents, which means that there is a great need for robust and adaptive monitoring systems. Current models of fatigue detection suffer from domain-specific limitations in generalizing across diverse environments, sensor variability,...

Full description

Bibliographic Details

Published in:	Scientific Reports
Main Authors:	S. S. Aravinth, G. Muni Nagamani, Chanumolu Kiran Kumar, Ayodele Lasisi, Quadri Noorulhasan Naveed, A. Bhowmik, Wahaj Ahmad Khan
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-05-01
Subjects:	Driver fatigue Multi-Modal sensor fusion Transfer learning Domain adaptation Real-Time personalizations
Online Access:	https://doi.org/10.1038/s41598-025-92701-6