研究论文
Machine learning and deep learning techniques for driver fatigue and drowsiness detection: a review
Samy Abd El‐Nabi, Walid El‐Shafai, El‐Sayed M. El‐Rabaie, Khalil F. Ramadan, Fathi E. Abd El‐Samie, Saeed Mohsen
King Salman International University Menoufia University Prince Sultan University Princess Nourah bint Abdulrahman University
来源Multimedia Tools and Applications
年份2023
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逐年被引趋势
50250
23
24
5025
26
关键指标
141
被引次数 · OpenAlex
27.04
领域内被引倍数
同类平均 = 1
同类平均 = 1
前 0.2%
引用位次
同领域 · 同年份 · 同类型
同领域 · 同年份 · 同类型
130
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学术脉络
学科主题
社会科学Sleep and Work-Related Fatigue
Non-Invasive Vital Sign Monitoring · IoT and GPS-based Vehicle Safety Systems
参考文献 130
Driver drowsiness detection based on non-intrusive metrics considering individual specifics
被引 174Xuesong Wang, Chuan Xu · Accident Analysis & Prevention · 2015
Driver’s Fatigue and Drowsiness Detection to Reduce Traffic Accidents on Road
被引 21Nawal Alioua, Aouatif Amine, Mohammed Rziza · Lecture notes in computer science · 2011
Physiological signal based detection of driver hypovigilance using higher order spectra
被引 51Arun Sahayadhas, Kenneth Sundaraj, M. Murugappan · Expert Systems with Applications · 2015
此处列出前 3 条
引用本文 141
Real-time driver drowsiness detection using transformer architectures: a novel deep learning approach
被引 95Osama Farouk Hassan, Ahmed Farid Ibrahim, Ahmed Ali Gomaa · Scientific Reports · 2025
Fatigue monitoring using wearables and AI: Trends, challenges, and future opportunities
被引 64Kourosh Kakhi, Senthil Kumar Jagatheesaperumal, Abbas Khosravi · Computers in Biology and Medicine · 2025
Driver fatigue detection using EEG-based graph attention convolutional neural networks: An end-to-end learning approach with mutual information-driven connectivity
被引 62Jichi Chen, Yuguo Cui, Chunfeng Wei · Applied Soft Computing · 2025
按被引量排序，此处列出前 3 条