Dynamic driver drowsiness detection with attention enhanced convolutional neural networks for real time monitoring and road safety applications.
- DOI
- 10.1038/s41598-025-33727-8
- Published
- 2026 Jun 11
- Container
- Scientific reports
- Publisher
- Not recorded
- Open access
- yes
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Cite this work
BibTeX
@article{allodium:10.1038/s41598-025-33727-8,
title = {Dynamic driver drowsiness detection with attention enhanced convolutional neural networks for real time monitoring and road safety applications.},
author = {El-Nabi SA and Ibrahim AF and Emira HHA and Alshathri S and El-Rabaie EM and Emam A and El-Shafai W},
year = {2026},
journal = {Scientific reports},
doi = {10.1038/s41598-025-33727-8},
url = {https://doi.org/10.1038/s41598-025-33727-8}
}RIS
TY - JOUR TI - Dynamic driver drowsiness detection with attention enhanced convolutional neural networks for real time monitoring and road safety applications. AU - El-Nabi SA AU - Ibrahim AF AU - Emira HHA AU - Alshathri S AU - El-Rabaie EM AU - Emam A AU - El-Shafai W PY - 2026 JO - Scientific reports DO - 10.1038/s41598-025-33727-8 UR - https://doi.org/10.1038/s41598-025-33727-8 ER -
APA
SA, E., AF, I., HHA, E., S, A., EM, E., A, E., & W, E. (2026). Dynamic driver drowsiness detection with attention enhanced convolutional neural networks for real time monitoring and road safety applications.. Scientific reports. https://doi.org/10.1038/s41598-025-33727-8
Source records
- pubmed · retrieved 2026-11-11T04:38:27.264Z