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@inproceedings{bb197701,
AUTHOR = "Frigieri, E. and Borghi, G. and Vezzani, R. and Cucchiara, R.",
TITLE = "Fast and Accurate Facial Landmark Localization in Depth Images for
In-Car Applications",
BOOKTITLE = CIAP17,
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@article{bb197702,
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TITLE = "Driver Drowsiness Estimation by Parallel Linked Time-Domain CNN with
Novel Temporal Measures on Eye States",
JOURNAL = IEICE,
VOLUME = "E103-D",
YEAR = "2020",
NUMBER = "6",
MONTH = "June",
PAGES = "1276-1286",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193085"}
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AUTHOR = "Yang, L. and Dong, K. and Dmitruk, A.J. and Brighton, J. and Zhao, Y.",
TITLE = "A Dual-Cameras-Based Driver Gaze Mapping System With an Application
on Non-Driving Activities Monitoring",
JOURNAL = ITS,
VOLUME = "21",
YEAR = "2020",
NUMBER = "10",
MONTH = "October",
PAGES = "4318-4327",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193086"}
@article{bb197704,
AUTHOR = "Yang, L.C. and Dong, K. and Ding, Y. and Brighton, J. and Zhan, Z.F. and Zhao, Y.F.",
TITLE = "Recognition of visual-related non-driving activities using a
dual-camera monitoring system",
JOURNAL = PR,
VOLUME = "116",
YEAR = "2021",
PAGES = "107955",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193087"}
@article{bb197705,
AUTHOR = "Yin, J.L. and Chen, B.H. and Lai, K.H.R.",
TITLE = "Driver Danger-Level Monitoring System Using Multi-Sourced Big Driving
Data",
JOURNAL = ITS,
VOLUME = "21",
YEAR = "2020",
NUMBER = "12",
MONTH = "December",
PAGES = "5271-5282",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193088"}
@article{bb197706,
AUTHOR = "Hu, Y. and Lu, M. and Xie, C. and Lu, X.",
TITLE = "Driver Drowsiness Recognition via 3D Conditional GAN and Two-Level
Attention Bi-LSTM",
JOURNAL = CirSysVideo,
VOLUME = "30",
YEAR = "2020",
NUMBER = "12",
MONTH = "December",
PAGES = "4755-4768",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193089"}
@article{bb197707,
AUTHOR = "Yang, H. and Liu, L. and Min, W. and Yang, X. and Xiong, X.",
TITLE = "Driver Yawning Detection Based on Subtle Facial Action Recognition",
JOURNAL = MultMed,
VOLUME = "23",
YEAR = "2021",
PAGES = "572-583",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193090"}
@article{bb197708,
AUTHOR = "Jiang, Y. and Zhang, Y. and Lin, C. and Wu, D. and Lin, C.T.",
TITLE = "EEG-Based Driver Drowsiness Estimation Using an Online Multi-View and
Transfer TSK Fuzzy System",
JOURNAL = ITS,
VOLUME = "22",
YEAR = "2021",
NUMBER = "3",
MONTH = "March",
PAGES = "1752-1764",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193091"}
@article{bb197709,
AUTHOR = "Persson, A. and Jonasson, H. and Fredriksson, I. and Wiklund, U. and Ahlstrom, C.",
TITLE = "Heart Rate Variability for Classification of Alert Versus Sleep
Deprived Drivers in Real Road Driving Conditions",
JOURNAL = ITS,
VOLUME = "22",
YEAR = "2021",
NUMBER = "6",
MONTH = "June",
PAGES = "3316-3325",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193092"}
@article{bb197710,
AUTHOR = "Balam, V.P. and Sameer, V.U. and Chinara, S.",
TITLE = "Automated classification system for drowsiness detection using
convolutional neural network and electroencephalogram",
JOURNAL = IET-ITS,
VOLUME = "15",
YEAR = "2021",
NUMBER = "4",
PAGES = "514-524",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193093"}
@article{bb197711,
AUTHOR = "Lv, K. and Sheng, H. and Xiong, Z. and Li, W. and Zheng, L.",
TITLE = "Improving Driver Gaze Prediction With Reinforced Attention",
JOURNAL = MultMed,
VOLUME = "23",
YEAR = "2021",
PAGES = "4198-4207",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193094"}
@article{bb197712,
AUTHOR = "Zhou, F. and Yang, X.J. and de Winter, J.C.F.",
TITLE = "Using Eye-Tracking Data to Predict Situation Awareness in Real Time
During Takeover Transitions in Conditionally Automated Driving",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "3",
MONTH = "March",
PAGES = "2284-2295",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193095"}
@article{bb197713,
AUTHOR = "Hu, T.C. and Jha, S. and Busso, C.",
TITLE = "Temporal Head Pose Estimation From Point Cloud in Naturalistic
Driving Conditions",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "7",
MONTH = "July",
PAGES = "8063-8076",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193096"}
@article{bb197714,
AUTHOR = "Huang, J.L. and Long, Y. and Zhao, X.H.",
TITLE = "Driver Glance Behavior Modeling Based on Semi-Supervised Clustering
and Piecewise Aggregate Representation",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "7",
MONTH = "July",
PAGES = "8396-8411",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193097"}
@article{bb197715,
AUTHOR = "Qian, K. and Koike, T. and Nakamura, T. and Schuller, B.W. and Yamamoto, Y.",
TITLE = "Learning Multimodal Representations for Drowsiness Detection",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "8",
MONTH = "August",
PAGES = "11539-11548",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193098"}
@article{bb197716,
AUTHOR = "Qin, L. and Shi, Y. and He, Y.H. and Zhang, J.R. and Zhang, X.S. and Li, Y.J. and Deng, T. and Yan, H.M.",
TITLE = "ID-YOLO: Real-Time Salient Object Detection Based on the Driver's
Fixation Region",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "15898-15908",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193099"}
@article{bb197717,
AUTHOR = "Ahmed, M. and Masood, S. and Ahmad, M. and El Latif, A.A.A.",
TITLE = "Intelligent Driver Drowsiness Detection for Traffic Safety Based on
Multi CNN Deep Model and Facial Subsampling",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "19743-19752",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193100"}
@article{bb197718,
AUTHOR = "Baccour, M.H. and Driewer, F. and Schack, T. and Kasneci, E.",
TITLE = "Comparative Analysis of Vehicle-Based and Driver-Based Features for
Driver Drowsiness Monitoring by Support Vector Machines",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "23164-23178",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193101"}
@article{bb197719,
AUTHOR = "Mou, L. and Zhou, C. and Xie, P. and Zhao, P.F. and Jain, R. and Gao, W. and Yin, B.C.",
TITLE = "Isotropic Self-Supervised Learning for Driver Drowsiness Detection
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JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "529-542",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193102"}
@article{bb197720,
AUTHOR = "Worle, J. and Metz, B. and Prill, A.",
TITLE = "How to Induce Drowsiness When Testing Driver Drowsiness and Attention
Warning (DDAW) Systems",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "4758-4764",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193103"}
@article{bb197721,
AUTHOR = "Lu, Y.S. and Liu, C.S. and Chang, F.L. and Liu, H. and Huan, H.Q.",
TITLE = "JHPFA-Net: Joint Head Pose and Facial Action Network for Driver
Yawning Detection Across Arbitrary Poses in Videos",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "11",
MONTH = "November",
PAGES = "11850-11863",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193104"}
@article{bb197722,
AUTHOR = "Chougule, A. and Shah, J. and Chamola, V. and Kanhere, S.",
TITLE = "Enabling Safe ITS: EEG-Based Microsleep Detection in VANETs",
JOURNAL = ITS,
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NUMBER = "12",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193105"}
@article{bb197723,
AUTHOR = "Yang, L. and Yang, H.H. and Wei, H. and Hu, Z.X. and Lv, C.",
TITLE = "Video-Based Driver Drowsiness Detection With Optimised Utilization of
Key Facial Features",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "7",
MONTH = "July",
PAGES = "6938-6950",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193106"}
@article{bb197724,
AUTHOR = "Gong, P.L. and Wang, P.P. and Zhou, Y.Y. and Wen, X. and Zhang, D.Q.",
TITLE = "TFAC-Net: A Temporal-Frequential Attentional Convolutional Network
for Driver Drowsiness Recognition With Single-Channel EEG",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "7",
MONTH = "July",
PAGES = "7004-7016",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193107"}
@article{bb197725,
AUTHOR = "Zemblys, R. and Ahlstrom, C. and Kircher, K. and Finer, S.",
TITLE = "Practical aspects of measuring camera-based indicators of alcohol
intoxication in manual and automated driving",
JOURNAL = IET-ITS,
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YEAR = "2024",
NUMBER = "8",
PAGES = "1408-1427",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193108"}
@article{bb197726,
AUTHOR = "Camberg, S. and Hullermeier, E.",
TITLE = "An Extensive Analysis of Different Approaches to Driver Gaze
Classification",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "16435-16448",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193109"}
@article{bb197727,
AUTHOR = "Balam, V.P.",
TITLE = "Systematic Review of Single-Channel EEG-Based Drowsiness Detection
Methods",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "15210-15228",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193110"}
@article{bb197728,
AUTHOR = "Zhang, J.M. and Zhang, F.Z. and Wei, H.T.",
TITLE = "PSSS-EEG: A Probabilistic-masking Self-Supervised Swin-transformer
model for EEG-based drowsiness recognition",
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VOLUME = "158",
YEAR = "2025",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193111"}
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AUTHOR = "Kim, D.Y. and Han, D.K. and Jeong, J.H. and Lee, S.W.",
TITLE = "Calibration-Free Driver Drowsiness Classification With
Prototype-Based Multi-Domain Mixup",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "3",
MONTH = "March",
PAGES = "2955-2966",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193112"}
@article{bb197730,
AUTHOR = "Ganguly, B. and Dey, D. and Munshi, S.",
TITLE = "An Attention Deep Learning Framework-Based Drowsiness Detection Model
for Intelligent Transportation System",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "4517-4527",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193113"}
@article{bb197731,
AUTHOR = "Mai, N.D. and Nguyen, H.T. and Chung, W.Y.",
TITLE = "Multimodal Driver Drowsiness Detection Using Facial Expressions and
Ear-EEGs With a Lightweight Auto-Denoising Network",
JOURNAL = ITS,
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YEAR = "2025",
NUMBER = "6",
MONTH = "June",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193114"}
@article{bb197732,
AUTHOR = "Hu, D. and Cui, M.Y. and Huang, K.",
TITLE = "UnMoDE: Uncertainty Modeling for Driver Gaze Estimation via Feature
Disentanglement",
JOURNAL = ITS,
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YEAR = "2025",
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MONTH = "July",
PAGES = "10612-10622",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193115"}
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JOURNAL = ITS,
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YEAR = "2025",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193116"}
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AUTHOR = "Zeynalpour, S. and Nocentini, O. and Lagomarsino, M. and Lorenzini, M. and Ajoudani, A.",
TITLE = "A Multi-Method Explainability Evaluation of a Graph-Based Neural
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BOOKTITLE = IPTA25,
YEAR = "2025",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193117"}
@article{bb197735,
AUTHOR = "Ayas, S. and He, D. and Donmez, B.",
TITLE = "Driver State Classification: Identifying High Cognitive Load and
Drowsiness Through Driver Performance and Physiology",
JOURNAL = ITS,
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YEAR = "2026",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f725.html#TT193118"}
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AUTHOR = "Canas, P.N. and Artiles, A.H. and Nieto, M. and Rodriguez, I.",
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A task-based approach to debugging AI",
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AUTHOR = "Nocentini, O. and Lagomarsino, M. and Lorenzini, M. and Ledda, A. and Ajoudani, A.",
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AUTHOR = "Hu, D. and Cui, M.Y. and Huang, K.",
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BOOKTITLE = CVPR25,
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AUTHOR = "Lu, W. and Liu, W.J.",
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