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,...

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Bibliographic Details
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
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-92701-6
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