dms validation

Empirical testing and accuracy assessment of driver-monitoring systems as products: benchmarking detection performance, false-alarm and miss rates, sensitivity/specificity, ground-truth comparison, and protocols for verifying a DMS works as claimed. Unlike the algorithm tags (gaze/drowsiness/distraction detection) which describe how detection is done, this is about evaluating and validating a fielded system; unlike dms_regulation, it is performance verification, not legal mandate.

827 paper(s) · ranked by relevance to this topic

1. Comprehensive Assessment of Driver Monitoring System for Commercial Vehicle Applications Using Innovative Lab Testing Approach ↗ · 2024 · Sudarshan, BV et al. · indexed
2. Intelligent driver monitoring systems: a survey of drowsiness detection technologies for road safety ↗ · 2026 · Hassan, Osama F. et al. · indexed
3. Development and Assessment of a Driver Drowsiness Monitoring System · 2012 · NHTSA · archived
4. Comprehnsive Measurement and Evidential Evaluation of Driver Drowsiness and Alertness Warning System ↗ · 2026 · Balasubrahmanyan, Chappagadda et al. · indexed
5. A Study on the Development of Driver Behavior Simulation Dummy for the Performance Evaluation of Driver Monitoring System ↗ · 2024 · Yae, Jin Hae et al. · indexed
6. Automatic Test Method of Driver Monitoring System (DMS) Based on Video Injection ↗ · 2026 · Wang, Fengjiao et al. · indexed
7. Research On Vehicle-Based Driver Status/Performance Monitoring; Development, Validation, And Refinement Of Algorithms For Detection Of Driver Drowsiness, Final Report · 1994 · NHTSA · archived
8. Sensitivity and specificity of the driver sleepiness detection methods using physiological signals: A systematic review ↗ · 2021 · Watling, Christopher N. et al. · indexed
9. Research on testing technology of distraction monitoring system based on driver attention transfer features ↗ · 2025 · Liu, Jiajie et al. · indexed
10. Improving Methods to Measure Attentiveness through Driver Monitoring · 2022 · Miller, Marty et al. · archived
11. Training Intelligent Driver State Monitoring Systems: Design and Validation of an Experimental Procedure in a Driving Simulator Environment ↗ · 2023 · Presta, Roberta et al. · indexed
12. Vehicle-Based Drowsy Driver Detection: Current Status and Future Prospects · 1994 · Knipling, Ronald R. et al. · archived
13. The Paradox of Driving-Related Distraction: Driver Monitoring Systems Trigger Warnings During Overtaking Maneuvers ↗ · 2024 · Koniakowsky, Ina Marie et al. · indexed
14. Vehicle-Based Drowsy Driver Detection: Current Status And Future Prospects · 1994 · NHTSA · archived
15. Development and validation of a sensor-integrated smart driving test system for automated, scalable, and objective driver performance evaluation. · 2026 · Sabry, ES et al. · archived
16. Testing and Evaluation of Freeway Wrong-way Driving Detection Systems · 2018 · Lin, Pei-Sung et al. · archived
17. Comparing Eye-tracking System Effectiveness in Field and Driving Simulator Studies ↗ · 2023 · Calvi, Alessandro et al. · indexed
18. Modern methods of field tests of driver assist systems ↗ · 2021 · Toropov, Ye I et al. · indexed
19. An Evaluation of Emerging Driver Fatigue Detection Measures and Technologies [Final report] · 2009 · Barr, Lawrence et al. · archived
20. Embodied Visual Perception for Driver Fatigue Monitoring Systems: A Hierarchical Decoupling Framework for Robust Fatigue Detection and Scenario Understanding ↗ · 2026 · Chen, Siyu et al. · indexed
21. RESEARCH ON VEHICLE-BASED DRIVER STATUS/PERFORMANCE MONITORING; DEVELOPMENT, VALIDATION, AND REFINEMENT OF ALGORITHMS FOR DETECTION OF DRIVER DROWSINESS. FINAL REPORT ↗ · 1994 · Wierwille, Walter W. et al. · indexed
22. Monitoring of driver and vehicle performance ↗ · 1997 · Fairclough, S.H. · indexed
23. Mental Models of Driver Monitoring Systems: Perceptions of Monitoring Capabilities in an Online, U.S.-based Sample ↗ · 2022 · Nees, Michael A. et al. · indexed
24. Driver Monitoring System using an Embedded Computer Platform ↗ · 2023 · Rimal, Rajesh et al. · indexed
25. Standardized evaluation of camera-based driver state monitoring systems ↗ · 2019 · Tian, Renran et al. · indexed
26. Towards a Reliable Ground Truth for Drowsiness: A Complexity Analysis on the Example of Driver Fatigue ↗ · 2020 · Kundinger, Thomas et al. · indexed
27. Development & Testing of a Camera-Based Driver Monitoring System ↗ · 2024 · Bhagat, Ajinkya et al. · indexed
28. Research on the standard status and test methods of driver attention monitoring system ↗ · 2021 · Zhang, Jinchong et al. · indexed
29. Drowsiness Mitigation Through Driver State Monitoring Systems: A Scoping Review ↗ · 2024 · Ayas, Suzan et al. · indexed
30. Federal Motor Carrier Safety Administration's Advanced System Testing Utilizing a Data Acquisition System on the Highways (FAST DASH) Safety Technology Evaluation Project #2: Driver Monitoring Final Report · 2016 · Krum, Andrew et al. · archived
31. Assessment of a drowsy driver warning system for heavy-vehicle drivers : final report · 2009 · Blanco, Myra et al. · archived
32. Estimating driver's readiness by understanding driving posture ↗ · 2018 · Yamada, Takahiro et al. · indexed
33. Modular design of fatigue detection in naturalistic driving environments ↗ · 2018 · Al-libawy, Hilal et al. · indexed
34. Driver Alertness Detection Research Using Capacitive Sensor Array ↗ · 2001 · Kithil, Philp W · indexed
35. The detection of drowsiness using a driver monitoring system ↗ · 2019 · Schwarz, Chris et al. · indexed
36. A comparative review of driver drowsiness detection systems: Recent advances, applications, challenges, and future directions ↗ · 2026 · Peker, Nur Yasin et al. · indexed
37. Next-Generation Driver Monitoring Systems: A Review of Multimodal Detection of Distraction, Drowsiness, and Sudden Medical Conditions ↗ · 2026 · Kazum, Hasan A. et al. · indexed
38. Improving Methods to Measure Attentiveness through Driver Monitoring · 2022 · NHTSA · archived
39. Research On Vehicle-Based Driver Status/Performance Monitoring, Part I · 1996 · Wierwille, Walter W. et al. · archived
40. Real-time Driver Monitoring System with Facial Landmark-based Eye Closure Detection and Head Pose Recognition · 2023 · Kim, Dohun et al. · archived
41. Design and Implementation of a Driver Drowsiness Detection System - A Practical Approach · 2014 · Čolić, Aleksandar et al. · archived
42. Designing an advanced early warning system to detect drivers’ distraction and drowsiness – A pilot study ↗ · 2026 · Boujenfa, Sabrina et al. · indexed
43. Physiological-based Driver Monitoring Systems: A Scoping Review · 2022 · Abdul Razak, Siti Fatimah et al. · archived
44. Comparative Analysis of Vehicle-Based and Driver-Based Features for Driver Drowsiness Monitoring by Support Vector Machines ↗ · 2022 · Baccour, Mohamed Hedi et al. · indexed
45. Driving simulator validation studies: A systematic review ↗ · 2024 · Zhang, Siyang et al. · indexed
46. A Taxonomy of Methods, Techniques and Sensors for Acquisition of Physiological Signals in Driver Monitoring Systems ↗ · 2025 · Petrova, Galidiya et al. · indexed
47. Driver Monitoring System Using Computer Vision for Real-Time Detection of Fatigue, Distraction and Emotion via Facial Landmarks and Deep Learning. · 2026 · Zambrano, Tamia et al. · archived
48. Real-time monitoring of driver distraction: State-of-the-art and future insights · 2023 · Michelaraki, Eva et al. · archived
49. Trends and Future Prospects of the Drowsiness Detection and Estimation Technology · 2021 · Arakawa, Toshiya · archived
50. Driving Simulator Validation for In-Vehicle Human Machine Interface Assessment ↗ · 2019 · McWilliams, Thomas et al. · indexed
51. Ocular-Behavioral Metrics for Driver State Classification for Indian Driving Contexts: KSS-Based Evaluation, Conformance and Implementation Challenges ↗ · 2026 · Verma, Harshal et al. · indexed
52. Quantification of Alertness and Evaluation Method for Vision Based Driver Drowsiness and Alertness Warning System ↗ · 2024 · Balasubrahmanyan, Chappagadda et al. · indexed
53. Optimization Algorithm for Driver Monitoring System using Deep Learning Approach ↗ · 2020 · Yoo, Min Woo et al. · indexed
54. Driver monitoring systems (DMS): The future of impaired driving management? ↗ · 2021 · Hayley, Amie C. et al. · indexed
55. Performance Assessment of an Onboard Monitoring System for Commercial Motor Vehicle Drivers: A Field Operational Test · 2016 · Boyle, Linda Ng et al. · archived
56. Optimizing Driver Monitoring System Performance on TI-TDA4VM Edge Device ↗ · 2024 · Fathy, Mariam et al. · indexed
57. Enhancement of ADAS with Driver-Specific Gaze Profiling Algorithm—Pilot Case Study ↗ · 2025 · Gogola, Marián et al. · indexed
58. Camera-based drowsiness reference for driver state classification under real driving conditions ↗ · 2010 · Friedrichs, Fabian et al. · indexed
59. A procedure for validating fixed-base driving simulators · 2013 · Losa, Massimo et al. · archived
60. Drowsiness monitoring based on driver and driving data fusion · 2011 · Daza, Iván García et al. · archived
61. Visual Monitoring of Driver Inattention · 2008 · Bergasa, Luis M. et al. · archived
62. Evaluating Driver Attention and Driving Behaviour: Comparing Controlled Driving and Simulated Driving ↗ · 2008 · Bach, Kenneth M. et al. · indexed
63. Behavioral Indicators of Drowsy Driving: Active Search Mirror Checks · 2022 · Meyer, Jason E. et al. · archived
64. Comparison of driver distraction evaluations across two simulator platforms and an instrumented vehicle · 2013 · Chrysler, ST et al. · archived
65. The Combined Effect of Alcohol and Sleepiness on Eye Tracking Features: Implications for Driver Monitoring Systems ↗ · 2025 · Ahlström, Christer et al. · indexed
66. Practical Considerations in Building a Simulation-Based Driver Monitoring Evaluation System: Focus on Virtual Driver Generation* ↗ · 2025 · Oh, C. et al. · indexed
67. Assessment of Driver Monitoring Systems for Alcohol Impairment Detection and Level 2 Automation · 2024 · Prendez, David M et al. · archived
68. An Evaluation of Emerging Driver Fatigue Detection Measures and Technologies [Tech Brief] · 2009 · NHTSA · archived
69. Driver Monitoring System based on Distracted Driving Decision Algorithm ↗ · 2022 · Jeon, Sehwan et al. · indexed
70. Embedded System Performance Analysis for Implementing a Portable Drowsiness Detection System for Drivers ↗ · 2022 · Kim, Minjeong et al. · indexed
71. Real-time Driver Monitoring System Based on Visual Cues ↗ · 2020 · Pondit, Ashish et al. · indexed
72. Towards a Ready-to-Use Drivers' Vigilance Monitoring System ↗ · 2008 · Ibarra-Orozco, Rodolfo et al. · indexed
73. Evaluation of techniques for ocular measurement as an index of fatigue and as the basis for alertness management · 1998 · Dinges, David F. et al. · archived
74. Drowsiness Detection in Drivers: A Systematic Review of Deep Learning-Based Models · 2025 · Fonseca, Tiago et al. · archived
75. Drunk Driving Warning System (DDWS). Volume 2, Field Test Evaluation · 1983 · Allen, R. Wade et al. · archived
76. Fuzzy-based driver monitoring system to assess dangerous driving on roads ↗ · 2025 · Zargari, SeyedAman et al. · indexed
77. Driver body condition monitoring system based on human-computer interaction · 2024 · Hou, Zhenyang et al. · archived
78. PERCLOS+:Moving Beyond Single-Metric Drowsiness Monitors ↗ · 2008 · Hanowski, Richard J. et al. · indexed
79. A Review of Recent Developments in Driver Drowsiness Detection Systems ↗ · 2022 · Albadawi, Yaman et al. · indexed
80. European NCAP Driver State Monitoring Protocols: Prevalence of Distraction in Naturalistic Driving ↗ · 2023 · Mulhall, Megan et al. · indexed
81. Three-in-One Vehicle Operator Sensor · 1995 · Hamlin, Richard P. · archived
82. Sequence Analysis of Monitored Drowsy Driving ↗ · 2023 · Schwarz, Chris et al. · indexed
83. A real-time software framework for driver monitoring systems: software architecture and use cases ↗ · 2021 · Ortega Valdivieso, Juan Diego et al. · indexed
84. Development of sleepiness in professional truck drivers: Real‐road testing for driver drowsiness and attention warning (<scp>DDAW</scp>) system evaluation · 2024 · Ahlström, Christer et al. · archived
85. Driver impairment monitoring system ↗ · 1995 · Brookhuis, K. · indexed
86. A framework for context-aware driver status assessment systems · 2013 · Craye, Céline · archived
87. Practical aspects of measuring camera‐based indicators of alcohol intoxication in manual and automated driving ↗ · 2024 · Zemblys, Raimondas et al. · indexed
88. Beyond Breathalyzers: Towards Pre-Driving Sobriety Testing with a Driver Monitoring Camera · 2025 · Stent, Simon et al. · archived
89. What do we mean by cognitive load? Towards more accurate definition of the term for better identification by driver monitoring systems ↗ · 2023 · Goodridge, Courtney Michael et al. · indexed
90. Cost-efficient driver state and road conditions monitoring system for conditional automation ↗ · 2017 · Allamehzadeh, Arman et al. · indexed
91. Driver drowsiness detection system · 2026 · Dalvi, Spandan et al. · archived
92. FMCSA&#039;s Advanced System Testing Utilizing a Data Acquisition System on the Highways (FAST DASH) Safety Technology Evaluation Project #2: Technology Brief · 2016 · NHTSA · archived
93. Vehicle-based drowsy driver detection: Current status and future prospects ↗ · 2013 · Knipling, R R et al. · indexed
94. Driver Distraction Using Visual-Based Sensors and Algorithms · 2016 · Fernández, Alberto et al. · archived
95. Drowsiness Detection and Alertness Using Eye Motion Monitoring · 2023 · Asghar, Rabia et al. · archived
96. Drowsiness Detection and Alarming System · 2025 · Girijannavar, Laxmi R et al. · archived
97. Vision-based method for detecting driver drowsiness and distraction in driver monitoring system ↗ · 2011 · Jo, Jaeik · indexed
98. Driver monitoring using the in-vehicle camera ↗ · 2019 · Masanovic, Luka et al. · indexed
99. Gazing as actual parameter for drowsiness assessment in driving simulators · 2019 · Rumagit, Arthur M. et al. · archived
100. Vision-Based Driver Alertness Monitoring Using LSTM-Based Cognitive Drift Analysis and Post- Detection Verification ↗ · 2026 · Kavitha, D.N.S.B et al. · indexed
101. Multi-sensor driver monitoring for drowsiness prediction ↗ · 2023 · Schwarz, Chris et al. · indexed
102. Test procedure for the evaluation of partially automated driving HMI including driver monitoring systems in driving simulation ↗ · 2024 · Schömig, Nadja et al. · indexed
103. Federal Motor Carrier Safety Administration’s Advanced System Testing Utilizing a Data Acquisition System on the Highways (FAST DASH): Safety Technology Evaluation Project #1 Blindspot Warning: Final Report · 2014 · Schaudt, William A et al. · archived
104. Driver Drowsiness Detection Using Eye Movement Behavior · 2025 · Biradar, Sonali et al. · archived
105. DMS - Driver Monitoring System for License Test Using Machine Learning ↗ · 2024 · Sakthy, S. Susila et al. · indexed
106. Beyond Detection: Intervention Approaches in Driver State Monitoring Systems ↗ · 2023 · Motnikar, Lenart et al. · indexed
107. Challenges of Driver Drowsiness Prediction: The Remaining Steps to Implementation ↗ · 2023 · Perkins, Emma et al. · indexed
108. Driver attention level estimation using driver model identification ↗ · 2019 · Nishigaki, Morimichi et al. · indexed
109. Virtual Testing of Automated Driving Systems. A Survey on Validation Methods · 2022 · Dona, Riccardo et al. · archived
110. Compendium of field operational test executive summaries · 1998 · NHTSA · archived
111. Driver-Drowsiness Detection System Using Deep Learning (CNN) ↗ · 2023 · Ridwan, Firman et al. · indexed
112. Evaluating Driver Perceptions of Integrated Safety Monitoring Systems for Alcohol Impairment and Distraction · 2025 · Patibandla, RoshikNagaSai et al. · archived
113. Real-Time Driver Fatigue Detection for Enhanced Road Safety · 2025 · Sujathakumari B A et al. · archived
114. Evaluating Driver Features for Cognitive Distraction Detection and Validation in Manual and Level 2 Automated Driving ↗ · 2020 · Yang, Shiyan et al. · indexed
115. Methodology for in-the-Wild Driver Monitoring Dataset Formation ↗ · 2022 · Bulygin, Alexandr et al. · indexed
116. A multimodal driver monitoring benchmark dataset for driver modeling in assisted driving automation · 2024 · Nobari, Khazar Dargahi et al. · archived
117. A contextual and temporal algorithm for driver drowsiness detection ↗ · 2018 · McDonald, Anthony D. et al. · indexed
118. Driver Fatigue: An Experimental Investigation ↗ · 2020 · Richardson, John et al. · indexed
119. Improved Driver Drowsiness Monitoring System using Real-time Eye Blinking Method ↗ · 2015 · Mohammed, Aree et al. · indexed
120. Onboard Monitoring and Reporting for Commercial Motor Vehicle Safety Final Report · 2008 · NHTSA · archived
121. 2C4-2 Validation of a driving simulator for driver distraction research on a two-lane highway · 2015 · Son, Joonwoo et al. · archived
122. On the efficiency of driver state monitoring systems ↗ · 2007 · Dementienko, V. V. et al. · indexed
123. Real-time Alarm Monitoring System for Detecting Driver Fatigue in Wireless Areas · 2017 · Fu, Rongrong et al. · archived
124. Human Performance Validation of Simulators: Theory and Experimental Verification ↗ · 1975 · Leonard, James J. et al. · indexed
125. Assessing Driving Simulator Validity: A Comparison of Multi-Modal Smartphone Interactions across Simulated and Field Environments ↗ · 2018 · McWilliams, Thomas et al. · indexed
126. Monitoring Technologies for Truck Drivers: A Systematic Review of Safety and Driving Behavior · 2025 · Fonseca, Tiago et al. · archived
127. Real time and non-intrusive driver fatigue monitoring · 2005 · Zhu, Zhiwei et al. · archived
128. Technologies for detecting and monitoring drivers' states: A systematic review ↗ · 2024 · AL-Quraishi, Maged S. et al. · indexed
129. Real-Time Fatigue Monitoring System in Diverse Driving Scenarios ↗ · 2024 · Shajahan, Thasnimol Valuthottiyil et al. · indexed
130. Field Testing of ADAS Technologies in Naturalistic Driving Conditions ↗ · 2025 · Skokan, Adam · indexed
131. Real-time system for monitoring driver vigilance ↗ · 2005 · Bergasa, L.M. et al. · indexed
132. Iot-Enabled Real-Time Driver Monitoring System for Drowsiness and Alcohol Detection Using Arduino and OpenCV · 2026 · Rani, B Usha et al. · archived
133. A Hybrid Approach Based on Behavioural and Physiological Data for Driver Monitoring Systems ↗ · 2022 · Montanaro, Salvatore et al. · indexed
134. Driving simulator validation of driver behavior with limited safe vantage points for data collection in work zones ↗ · 2014 · Bham, Ghulam H. et al. · indexed
135. Biosignals Monitoring for Driver Drowsiness Detection Using Deep Neural Networks ↗ · 2024 · Alguindigue, Jose et al. · indexed
136. Eye blink detection for different driver states in conditionally automated driving and manual driving using EOG and a driver camera ↗ · 2017 · Schmidt, Jürgen et al. · indexed
137. Real-time system for monitoring driver vigilance ↗ · 2004 · Bergasa, L.M. et al. · indexed
138. Virtual Testing in Automated Driving Systems Certification. A Longitudinal Dynamics Validation Example · 2022 · Donà, Riccardo et al. · archived
139. A HYBRID EDGE-AI FRAMEWORK FOR LOW-COST DRIVER DROWSINESS DETECTION USING EAR AND MOBILENETV2 IN NIGERIAN DRIVING ENVIRONMENTS ↗ · 2026 · LUWANI, ISHAYA et al. · indexed
140. Next – Gen Driver Monitoring System ↗ · 2024 · Murugan, Suganiya et al. · indexed
141. A Vision-Based System for Monitoring the Loss of Attention in Automotive Drivers · 2013 · Dasgupta, Anirban et al. · archived
142. Real-Time System for Monitoring Driver Vigilance ↗ · 2006 · Bergasa, L.M. et al. · indexed
143. Framework for the evaluation of a holistic fitness-to-drive system for commercial drivers in the PANACEA project · 2024 · Dahlman, Anna Sjörs et al. · archived
144. Methods and Tools for Monitoring Driver's Behavior · 2022 · Jan, Muhammad Tanveer et al. · archived
145. A New Approach for a Real-Time Non-Invasive Fatigue Assessment System for Automated Driving ↗ · 2018 · Feldhütter, Anna et al. · indexed
146. Detection of driver drowsiness using wearable devices: A feasibility study of the proximity sensor ↗ · 2017 · Hu, Jwu‐Sheng et al. · indexed
147. Towards hybrid driver state monitoring: Review, future perspectives and the role of consumer electronics · 2016 · Melnicuk, Vadim et al. · archived
148. Privacy Concern and Acceptability of Driver Monitoring System · 2023 · Chu, Yueying et al. · archived
149. Sleep Detection System for Trucks: A Real-Time Multi-Modal Data-Driven AI Framework for Driver Fatigue Monitoring · 2025 · Verma, Paras · archived
150. Technologies for the Monitoring and Prevention of Driver Fatigue ↗ · 2001 · Heitmann, Anneke et al. · indexed
151. The AUTONAV/DOT Project: Baseline Measurement System for Evaluation of Roadway Departure Warning Systems · 1999 · Szabo, S. et al. · archived
152. A Comprehensive Survey of Driving Monitoring and Assistance Systems ↗ · 2019 · Khan, Muhammad Qasim et al. · indexed
153. From Warnings to Workload: The Impact of Driver Monitoring System Warnings on Drivers' Self-Reported Workload ↗ · 2024 · Koniakowsky, Ina Marie et al. · indexed
154. Third Annual Report of the Crash Avoidance Metrics Partnership, April 2003 – March 2004 · 2005 · Deering, Richard K. et al. · archived
155. Methodological Overview of the Drowsy Driver Warning System Field Operational Test ↗ · 2004 · Hanowski, Richard J. et al. · indexed
156. Temporal Separation and Self-Rating of Alertness as Indicators of Driver Fatigue in Commercial Motor Vehicle Operators ↗ · 2004 · Belz, Steven M. et al. · indexed
157. A Systematic Review on Driver Drowsiness Detection Using Eye Activity Measures ↗ · 2024 · Kolus, Ahmet · indexed
158. Driving Simulator Validation Studies: A Literature Review. ↗ · 1996 · Blana, Evi · indexed
159. Development of a Camera-Based Driver State Monitoring System for Cost-Effective Embedded Solution ↗ · 2020 · Zhou, Xunfei et al. · indexed
160. Driver State Monitoring Systems– Transferable Knowledge Manual Driving to HAD ↗ · 2015 · Gonçalves, Joel et al. · indexed
161. Comprehensive system for the evaluation of the attention level of a driver ↗ · 2016 · Pullano, S. A. et al. · indexed
162. On Driver Eye Closure Recognition for Commercial Vehicles ↗ · 2008 · Hammoud, Riad I. et al. · indexed
163. Modeling behavioral indicators for driver drowsiness detection: a simulator-based study ↗ · 2026 · Azaddel, Rahele et al. · indexed
164. Real-Time Driver Alertness and Assistance System · 2026 · Meshram, Ms. Priya · archived
165. Wearable biosensor monitoring of driver fatigue in intelligent transport systems: A systematic review and IoT framework · 2026 · Vovk, Yaroslav et al. · archived
166. Wearable Driver Monitoring System ↗ · 2024 · Benusa, Michael et al. · indexed
167. Driver Drowsiness Detection and Monitoring System (DDDMS) ↗ · 2022 · Rozali, Raz Amzar Fahimi et al. · indexed
168. Driver Drowsiness Detection System ↗ · 2024 · S, Mythili et al. · indexed
169. Methods for testing of driver assistance systems ↗ · 2008 · Huber, Bertold et al. · indexed
170. Estimation of Driver Vigilance Status Using Real-Time Facial Expression and Deep Learning ↗ · 2021 · Tamanani, Reza et al. · indexed
171. Adaptive Driver Vigilance Surveillance System · 2025 · Bodhale, U.N. et al. · archived
172. Automobile Driver On-Road Performance Test. Volume 1, Final Report · 1981 · McPherson, Kenard et al. · archived
173. Providing Evidence for the Validity of the Virtual Verification of Automated Driving Systems · 2024 · Neurohr, Birte et al. · archived
174. Overview of research on driver drowsiness definition and driver drowsiness detection ↗ · 1995 · Wierwille, Walter W. · indexed
175. Overview of research on driver drowsiness definition and driver drowsiness detection ↗ · 1995 · Wierwille, Walter W. · indexed
176. Preventing Road Crashes with IoT Monitoring of Driver Fatigue in Real-Time · 2025 · Kashyap, Abhijan S. et al. · archived
177. Driver Drowsiness Detection and Monitoring System using Machine Learning ↗ · 2022 · Chinthalachervu, Rohith et al. · indexed
178. PERCLOS: A Valid Psychophysiological Measure of Alertness As Assessed by Psychomotor Vigilance · 1998 · NHTSA · archived
179. Driver Drowsiness Detection System Based on Eye State Analysis · 2024 · C, Pavilaa. · archived
180. Driver Drowsiness Detection Based on Respiratory Signal Analysis ↗ · 2019 · Guede-Fernandez, Federico et al. · indexed
181. Crash Warning Interface Metrics: Final Report · 2011 · Lerner, Neil et al. · archived
182. Vigilance Estimation Using a Wearable EOG Device in Real Driving Environment ↗ · 2020 · Zheng, Wei-Long et al. · indexed
183. Agreement of driving simulator and on-road driving performance in patients with binocular visual field loss ↗ · 2018 · The Simulator/On-road Study Group et al. · indexed
184. Systematic review of driving simulator validation studies ↗ · 2019 · Wynne, Rachael A. et al. · indexed
185. Driver fatigue alarm based on eye detection and gaze estimation ↗ · 2007 · Sun, Xinghua et al. · indexed
186. Low-Latency Embedded Driver Monitoring System with a Multi-Task Neural Network · 2026 · Scribano, Carmelo et al. · archived
187. Evaluation of driver drowsiness by trained raters ↗ · 1994 · Wierwille, Walter W. et al. · indexed
188. Sensing Technologies and Physiological Parameters for Real-Time Driver Drowsiness Detection: A Comprehensive Review. ↗ · 2026 · El Sahmarany, L et al. · indexed
189. Drowsy driver detection system using eye blink patterns · 2010 · Danışman, Taner et al. · archived
190. Detecting driver fatigue through the use of advanced face monitoring techniques · 2001 · Veeraraghavan, Harini et al. · archived
191. Monitoring Driver’s Drowsiness Status at Night Based on Computer Vision ↗ · 2021 · Valsan A, Vidhu et al. · indexed
192. Driver inattention monitoring system based on multimodal fusion with visual cues to improve driving safety ↗ · 2016 · Li, Xuanpeng et al. · indexed
193. Real-Time Vision-Based Driver Drowsiness/Fatigue Detection System ↗ · 2010 · Yao, K. P. et al. · indexed
194. A feasability study of drowsiness detection using driving behaviour parameters ↗ · 2012 · Bartra, A. et al. · indexed
195. Information data flow in awake multi-sensor driver monitoring system ↗ · 2004 · Polychronopoulos, A. et al. · indexed
196. Development Of Performance Specifications For Collision Avoidance Systems For Lane Change, Merging, And Backing, Task 3 - Interim Report: Test Of Existing Hardware · 1995 · NHTSA · archived
197. A Survey on State-of-the-Art Drowsiness Detection Techniques · 2019 · Ramzan, Muhammad et al. · archived
198. Wireless Roadside Inspection Proof-of-Concept Test · 2009 · NHTSA · archived
199. Feasibility of a Portable Data Acquisition System for Driver Performance Testing ↗ · 1996 · Carter, Richard J. et al. · indexed
200. Validation of the European visual field standards for driving: A driving simulator‐based study ↗ · 2024 · Sudmann, Thea Melsen et al. · indexed
201. Assessing the Effectiveness of a Dynamic Driving Simulator for ADAS Development—A Back-to-Back Subjective Validation Study on Lateral Guidance Systems ↗ · 2025 · Wei, Sijie et al. · indexed
202. Implementation of a Non-Contact Driver Monitoring System with Enhanced Object Detection and Pose Estimation ↗ · 2024 · Lin, Hsuan-Yu et al. · indexed
203. Detecting sleep in drivers during highly automated driving: the potential of physiological parameters ↗ · 2019 · Wörle, Johanna et al. · indexed
204. On the quantitative assessment of the Lane Departure Warning System based on road scenes simulator ↗ · 2012 · Yan Wang et al. · indexed
205. Driving Drowsiness Detection and Proactive Safety Using Deep Learning LSTM multimodal of Vision and Vehicle Signals ↗ · 2025 · Sanikal, Vijayachandar · indexed
206. Virtual Driver Setup for Driver Health Monitoring ↗ · 2024 · Muralidhara, Harish et al. · indexed
207. Drowsy Driver Monitor and Warning System ↗ · 2001 · Grace, Richard et al. · indexed
208. Fusion-Drive AI: A Real-Time Multimodal Driver and Road Monitoring System ↗ · 2026 · Umasankar, G. · indexed
209. Social network analysis in driver monitoring systems: understanding the impact of predictive models on driver safety ↗ · 2025 · Madhumita, S. et al. · indexed
210. Comparison of Lightweight Methods for Vehicle Dynamics-Based Driver Drowsiness Detection ↗ · 2025 · Nakagama, Yutaro et al. · indexed
211. P10 - Optimizing the Design of a Multi-Sensor System for On-Line Driver State and Drowsiness Detection ↗ · 2014 · Li, L. et al. · indexed
212. First Annual Report: Automotive Collision Avoidance System Field Operational Test · 2002 · NHTSA · archived
213. Neuromorphic Driver Monitoring Systems: A Proof-of-Concept for Yawn Detection and Seatbelt State Detection Using an Event Camera ↗ · 2023 · Kielty, Paul et al. · indexed
214. Dashcam-Based Driver Monitor for Semi-Autonomous Driving ↗ · 2023 · Sunagawa, Mika et al. · indexed
215. Using self-reported data to assess the validity of driving simulation data · 2006 · Reimer, Bryan et al. · archived
216. Driver Performance Measurement and Analysis System (DPMAS). Volume 1, Description and Operations Manual · 1976 · Klein, Richard H. et al. · archived
217. Exploring Generalizability of Field Experiment Radio Tasks with Naturalistic Driving Data ↗ · 2016 · Seaman, Sean et al. · indexed
218. REAL TIME DRIVER ALERTNESS MONITORING USING MACHINE LEARNING · 2026 · B.GNANESHWAR et al. · archived
219. Übersicht und Trends bei der Fahrer Überwachung ↗ · 2025 · Walter, Nalita et al. · indexed
220. Drowsiness Detection System Based on PERCLOS and Facial Physiological Signal ↗ · 2022 · Chang, Robert Chen-Hao et al. · indexed
221. DRIVER BEHAVIOR MONITORING SYSTEM ↗ · 2021 · Rybak, Andriian · indexed
222. Microcontroller based driver alertness detection systems to detect drowsiness ↗ · 2018 · Pg Hj Zahari, Ak Muhammad Rahimi et al. · indexed
223. The validity of driving simulation for assessing differences between in-vehicle informational interfaces: A comparison with field testing ↗ · 2010 · Wang, Ying et al. · indexed
224. Driver drowsiness monitoring system using visual behaviour and machine learning ↗ · 2018 · Kumar, Ashish et al. · indexed
225. Comparison of Driving Errors Between On-the-Road and Simulated Driving Assessment: A Validation Study ↗ · 2009 · Shechtman, Orit et al. · indexed
226. Side Object Detection Systems Evaluation : Final Evaluation Report. · 2008 · Rephlo, Jennifer et al. · archived
227. Keeping an Eye on Drivers: Survey Exploring Public Acceptance of Driver Monitoring Systems ↗ · 2026 · Large, David et al. · indexed
228. Integrated Vehicle-Based Safety Systems Field Operational Test : Final Program Report · 2011 · Sayer, J. et al. · archived
229. Behavioural validity of driving simulators for prototype HMI evaluation ↗ · 2020 · Spyridakos, Panagiotis D. et al. · indexed
230. Tests of a New Drowsiness Characterization and Monitoring System Based on Ocular Parameters ↗ · 2016 · François, Clémentine et al. · indexed
231. Prevention of Road Accident by Implementing the Driver Drowsiness Detection and Driver Alert System · 2026 · Raju, S. Razaul Karim et al. · archived
232. Analyzing Gaze Data During Rest Time/Driving Simulator Operation Using Machine Learning · 2022 · Fujikake, Kazuhiro et al. · archived
233. Determining the Validity of Simulation Models for the Verification of Automated Driving Systems · 2023 · Neurohr, Birte et al. · archived
234. DROWSINESS DETECTION AND MONITORING SYSTEM · 2020 · Ghole, Uzair et al. · archived
235. Driver Drowsiness Detection System by Monitoring Blink Duration and Heart Rate Variability ↗ · 2025 · Jiman, Ahmad A. et al. · indexed
236. Embedded Real Time Blink Detection System for Driver Fatigue Monitoring ↗ · 2015 · Salehian, Soheil et al. · indexed
237. A Review on Driver Face Monitoring Systems for Fatigue and Distraction Detection ↗ · 2014 · Sigari, Mohamad-Hoseyn et al. · indexed
238. Adaptive Neural Embedded Systems for Real-Time Driver State Monitoring in Advanced Driver Assistance Systems · 2025 · Alagar Raja Govindasamy · archived
239. Driver Drowsiness Detection Considering Individual Specifics: A Simulator Study ↗ · 2020 · Li, Shiwu et al. · indexed
240. DRIVER ALERT AND MONITORING SYSTEM ↗ · 2022 · DUBEY, PROF. K.B · indexed
241. A vehicle dynamics based algorithm for driver evaluation ↗ · 2017 · Joshi, Sagar Suhas et al. · indexed
242. Multi-sensor driver drowsiness monitoring ↗ · 2008 · Boyraz, P et al. · indexed
243. Adaptive Driver Vigilance Monitoring System for Enhanced Road Safety · 2025 · Bodhale, U. N. et al. · archived
244. Holistic Driver Monitoring: A Multi-Task Approach for In-Cabin Driver Attention Evaluation through Multi-Camera Data ↗ · 2024 · Palo, Patitapaban et al. · indexed
245. Multimodal Fusion of Heart Rate and Gaze Data For Real-Time Driver Monitoring in Naturalistic Driving ↗ · 2025 · Alhumaily, Basim et al. · indexed
246. Efficient driver drowsiness detection at moderate levels of drowsiness ↗ · 2013 · Forsman, Pia M. et al. · indexed
247. A Real-time Driving Drowsiness Detection Algorithm With Individual Differences Consideration ↗ · 2019 · You, Feng et al. · indexed
248. Wrong-way vehicle detection : proof of concept. · 2013 · Simpson, Sarah A. · archived
249. Processing of Eye/Head-Tracking Data in Large-Scale Naturalistic Driving Data Sets ↗ · 2012 · Ahlstrom, Christer et al. · indexed
250. Transferability of driver speed and lateral deviation measurable performance from semi-dynamic driving simulator to real traffic conditions ↗ · 2013 · Gemou, Maria · indexed
251. A Multi-Level Alerting Framework for Detecting Driver Drowsiness ↗ · 2026 · Pandimeena, R et al. · indexed
252. Camera-Based Eye Blink Detection Algorithm for Assessing Driver Drowsiness ↗ · 2019 · Baccour, Mohamed Hedi et al. · indexed
253. Analysis of Driver Drowsiness and Attention Warning System Test (EU) 2021/1341 ↗ · 2024 · Cai, Dandan et al. · indexed
254. Accident Prevention System for Drivers Safety · 2025 · Garje, Avantika · archived
255. The Multimodal Driver Monitoring Database: A Naturalistic Corpus to Study Driver Attention ↗ · 2022 · Jha, Sumit et al. · indexed
256. Vision Transformer-Based Real-Time Driver Drowsiness Monitoring with Enhanced Safety Performance ↗ · 2026 · Reddy, Anduri Manisha et al. · indexed
257. Securing Camera Based Active Driver Monitoring System from Video Forgery Attacks Using Deep Learning ↗ · 2022 · K. Y., Prashanth et al. · indexed
258. Low-Cost Driver Monitoring System Using Deep Learning ↗ · 2025 · Khalil, Hady A. et al. · indexed
259. Systematic Review Protocol on Mobile Physiological Monitoring Systems for Driver Fatigue Detection ↗ · 2025 · Scherz, Wilhelm Daniel et al. · indexed
260. A Multi-Stage, Multi-Feature Machine Learning Approach to Detect Driver Sleepiness in Naturalistic Road Driving Conditions ↗ · 2022 · Bakker, Bram et al. · indexed
261. Simulator Validity: Behaviors Observed on the Simulator and on the Road ↗ · 2011 · Mullen, Nadia et al. · indexed
262. Methodological challenges of scenario generation validation: A rear-end crash-causation model for virtual safety assessment ↗ · 2024 · Bärgman, Jonas et al. · indexed
263. Automated Vehicle Driver Monitoring Dataset from Real-World Scenarios · 2024 · Sabry, Mohamed et al. · archived
264. Driver Monitoring Systems: Advances, Challenges, and Future Directions in Noncontact Sensor Technologies: A Review ↗ · 2026 · Rahman, Anima et al. · indexed
265. An Overview of Machine Learning Algorithms to Reduce Driver Fatigue and Distraction-Related traffic Accidents ↗ · 2024 · Santos, Maykol et al. · indexed
266. Drowsiness Classification for Internal Driving Situation Awareness on Mobile Platform · 2021 · Nine, Julkar et al. · archived
267. Hardware Evaluation Of Heavy Truck Side And Rear Object Detection Systems · 1995 · Garrott, W. Riley et al. · archived
268. Contactless Vital Sign Monitoring System for In-Vehicle Driver Monitoring Using a Near-Infrared Time-of-Flight Camera ↗ · 2022 · Guo, Kaiwen et al. · indexed
269. Driving fingerprinting enhances drowsy driving detection: Tailoring to individual driver characteristics ↗ · 2024 · Sun, Yifan et al. · indexed
270. Eye Movement Detection for Assessing Driver Drowsiness by Electrooculography ↗ · 2013 · Ebrahim, Parisa et al. · indexed
271. Monitoring Driver Fatigue Via Driving Performance ↗ · 2020 · Fairclough, Stephen · indexed
272. Study of Reproducibility of Pedal Tracking and Detection Response Task to Assess Driver Distraction ↗ · 2015 · Iwasa, Tatsuya et al. · indexed
273. Accident Prevention System for Cars, Buses, Trucks · 2024 · Garje, Avantika · archived
274. Driver monitoring algorithm for advanced driver assistance systems ↗ · 2016 · Simic, Aleksandra et al. · indexed
275. Head Pose Estimation and Augmented Reality Tracking: An Integrated System and Evaluation for Monitoring Driver Awareness ↗ · 2010 · Murphy-Chutorian, Erik et al. · indexed
276. Validity of Driver Assistance Systems in Driving Simulators: A Comparative Study of Real-World Driving and Two Simulator Environments ↗ · 2025 · Himmels, Chantal et al. · indexed
277. Driver Hypo-vigilance Detection Based on Eyelid Behavior ↗ · 2009 · Sigari, Mohamad Hoseyn · indexed
278. Vigilance Monitoring for Safer Driving and Passenger Protection using ML ↗ · 2023 · Gupta, Anshula et al. · indexed
279. Driver performance under simulated and actual driving conditions: Validity and orthogonality ↗ · 2020 · Groeger, John A. et al. · indexed
280. Evaluation of dual-loop data accuracy using video ground truth data ↗ · 2002 · Nihan, N L et al. · indexed
281. Evaluation of the Monitor-CTA Automatic Vehicle Monitoring System · 1974 · Miller, Harold G. et al. · archived
282. Assessment of Driving Performance Using a Simulator Protocol: Validity and Reproducibility ↗ · 2010 · Bédard, Michel et al. · indexed
283. On-Road Detection of Driver Fatigue and Drowsiness during Medium-Distance Journeys ↗ · 2021 · Salvati, Luca et al. · indexed
284. A Driver Face Monitoring System for Fatigue and Distraction Detection ↗ · 2013 · Sigari, Mohamad-Hoseyn et al. · indexed
285. Driver Drowsiness Detection System · 2026 · Kushwaha, Abhishek · archived
286. Advancing Road Safety: A Comprehensive Evaluation of Object Detection Models for Commercial Driver Monitoring Systems ↗ · 2025 · Zia, Huma et al. · indexed
287. Adaptive Frame-Aware Network for Driver Monitoring Systems ↗ · 2024 · Chikh, Khaled et al. · indexed
288. Study on Vision Monitoring Techniques of Driver Fatigue and Loosing Alertness ↗ · 2007 · Zhang, M. H. et al. · indexed
289. Driver Sleepiness Detection System Based on Eye Movements Variables ↗ · 2013 · Jin, Lisheng et al. · indexed
290. A drowsy driver detection system for heavy vehicles ↗ · 2002 · Grace, Richard et al. · indexed
291. A Methodological Review on Prediction of Multi-Stage Hypovigilance Detection Systems Using Multimodal Features · 2021 · Abbas, Qaisar et al. · archived
292. Driving simulator for performance monitoring with physiological sensors ↗ · 2018 · Raimundo, Diogo et al. · indexed
293. Eyeblink detection for wearable eye trackers in real-world environments ↗ · 2026 · Nishizono, Ryota et al. · indexed
294. Multistage End-to-End Driver Drowsiness Alerting System ↗ · 2023 · P, Sowmyashree et al. · indexed
295. Driver fatigue detection based on eye tracking and dynamic template matching ↗ · 2004 · Wen-Bing Horng et al. · indexed
296. Field Test of On-Site Drug Detection Devices · 2000 · Hersch, Rebekah K. et al. · archived
297. Real-time image-based driver fatigue detection and monitoring system for monitoring driver vigilance ↗ · 2016 · Tang, Xinxing et al. · indexed
298. Hardware Implementation of Driver Fatigue Detection System ↗ · 2017 · Biradar, Vijayalaxmi · indexed
299. E-BTS: A low-power Event-driven Blink Tracking System with hardware-software co-optimized design for real-time driver drowsiness detection ↗ · 2025 · Choi, Jongin et al. · indexed
300. Eye gaze tracking based driver monitoring system ↗ · 2017 · Mavely, Annu George et al. · indexed
301. Driver fatigue monitoring system based on eye state analysis ↗ · 2014 · Punitha, A. et al. · indexed
302. Safety Implications of Variability in Autonomous Driving Assist Alerting ↗ · 2022 · Cummings, Mary L. et al. · indexed
303. YOLOv12-Based Driver Monitoring System: Real-Time Applications in ADAS · 2025 · Chaman, Mohammed et al. · archived
304. Driver Assistance System With a Dual Control Scheme: Effectiveness of Identifying Driver Drowsiness and Preventing Lane Departure Accidents · 2016 · Saito, Yuichi et al. · archived
305. SmartPark Technology Demonstration Project · 2013 · Lopez-Jacobs, Von et al. · archived
306. Validating Vehicle Models ↗ · 2011 · Schwarz, Chris · indexed
307. Non-Intrusive Detection of Drowsy Driving Based on Eye Tracking Data ↗ · 2019 · Zandi, Ali Shahidi et al. · indexed
308. Optimization of Event Camera Bias Settings for a Neuromorphic Driver Monitoring System ↗ · 2024 · Dilmaghani, Mehdi Sefidgar et al. · indexed
309. Acceptability of Driver State Monitoring ↗ · 2024 · Nees, Michael A. et al. · indexed
310. Development and Validation of an Ecological Driver Distraction Evaluation Tool ↗ · 2017 · Young, Kristie L. et al. · indexed
311. The Study of Driving Simulator Validation for Physiological Signal Measures ↗ · 2013 · Li, Jiahui et al. · indexed
312. Driver fatigue detection technology in active safety systems ↗ · 2011 · Qiong Wang et al. · indexed
313. Integrated vehicle-based safety systems (IVBSS) : heavy truck extended pilot test summary report. · 2009 · Bogard, S. et al. · archived
314. Driver Drowsiness Detection (SLEEP GUARDIAN) ↗ · 2024 · Pandey, Vishal · indexed
315. Incident Detection Algorithm Evaluation · 2001 · Martin, Peter T et al. · archived
316. Assessment of Driving Simulators for Use in Longitudinal Vehicle Dynamics Evaluation ↗ · 2022 · Sekar, Rubanraj et al. · indexed
317. Real-Time Nonintrusive Monitoring and Prediction of Driver Fatigue ↗ · 2004 · Ji, Q. et al. · indexed
318. Testing of commercially available fatigue monitors ↗ · 1991 · Haworth, Narelle et al. · indexed
319. A real-time system for monitoring driver fatigue ↗ · 2016 · Li, Yao-hua et al. · indexed
320. A new technology of GPS for field test drivers ↗ · 2015 · Jia, Xiaojie et al. · indexed
321. The Effectiveness of a Drowsiness Detection System in Reducing Drowsy Driving Accidents · 2023 · Barman, Swapnadip · archived
322. Real Time Driver Drowsiness Detection System using OpenCV ↗ · 2021 · H, Ritish · indexed
323. Identifying Distracted and Drowsy Drivers Using Naturalistic Driving Data ↗ · 2018 · Yadawadkar, Sujay et al. · indexed
324. Using real-world data to calibrate a driving simulator measuring lateral driving behaviour ↗ · 2011 · Jia, L. et al. · indexed
325. Driver Monitoring System Using Deep Learning Techniques ↗ · 2024 · Ibrahim, Moustafa et al. · indexed
326. Driver Fatigue Detection Control System ↗ · 2018 · Dachuan, Fan et al. · indexed
327. Facial recognition system for driver vigilance mlonitoring ↗ · 2005 · Dikkers, H.J. et al. · indexed
328. Development of drowsiness detection system ↗ · 2002 · Ueno, H. et al. · indexed
329. Ground Truth Data Generator for Eye Location on Infrared Driver Recordings ↗ · 2021 · Valcan, Sorin et al. · indexed
330. Connected Vehicle Pilot Deployment Program Performance Measurement and Evaluation– Tampa (THEA) CV Pilot Phase 3 Evaluation Report · 2021 · Concas, Sisinnio et al. · archived
331. Effectiveness of Data Screening for Driver Drowsiness Estimation Using Drive Recorder ↗ · 2021 · Oishi, Hiroyuki et al. · indexed
332. Autonix: Real-Time Driver Drowsiness and Crash Detection System · 2025 · Shaikh, Maizah et al. · archived
333. Camera-Based Driver Monitoring System for Abnormal Behavior Detection · 2020 · Aljaafreh, Ahmad · archived
334. Real-Time Bus Driver Monitoring System Using Machine Learning ↗ · 2024 · Kadu, Anil et al. · indexed
335. Computer Vision-Based Driver Behavior Analysis and Fatigue Detection System for Advanced Driver Assistance ↗ · 2025 · Liu, Litao et al. · indexed
336. Driving Simulator Validation for Drivers' Speed Behavior ↗ · 2009 · Mao, Zhe et al. · indexed
337. Convergent validity of video-based observer rating of drowsiness, against subjective, behavioral, and physiological measures · 2023 · Uchiyama, Yuji et al. · archived
338. Driver Drowsiness Detection through a Vehicle's Active Probe Action ↗ · 2019 · Yang, Sen et al. · indexed
339. Integrated Vehicle-Based Safety Systems (IVBSS): Phase I Interim Report · 2008 · NHTSA · archived
340. A brief assessment of eye blink drowsiness immediately prior to or following driving detects drowsiness related driving impairment ↗ · 2022 · Cori, Jennifer M. et al. · indexed
341. DriverMVT: In-Cabin Dataset for Driver Monitoring including Video and Vehicle Telemetry Information ↗ · 2022 · Othman, Walaa et al. · indexed
342. Integrated Vehicle-Based Safety Systems Heavy-Truck Field Operational Test Independent Evaluation · 2011 · Nodine, Emily et al. · archived
343. Comparison Platform Design for Neural Network Models Evaluation in Driver Monitoring Systems ↗ · 2021 · Kashevnik, Alexey et al. · indexed
344. Does agreement mean accuracy? Evaluating glance annotation in naturalistic driving data ↗ · 2020 · Jansen, Reinier J. et al. · indexed
345. Driver Fatigue Detection System Based on DM3730 ↗ · 2015 · Cai, Ming et al. · indexed
346. The ADVANCE project : formal evaluation of the targeted deployment. Volume 1 · 1997 · NHTSA · archived
347. Multimodal Driver Condition Monitoring System Operating in the Far-Infrared Spectrum ↗ · 2024 · Knapik, Mateusz et al. · indexed
348. Driving simulator for road safety design: a comparison between virtual reality tests and on-field tests ↗ · 2024 · Meocci, Monica et al. · indexed
349. Comparing accuracy of two algorithms for detecting driver drowsiness &amp;#x2014; Single source (EEG) and hybrid (EEG and body movement) ↗ · 2011 · Pritchett, Stacey et al. · indexed
350. Driver vigilance monitoring, a new approach ↗ · 2003 · Gonzalez-Mendoza, M. et al. · indexed
351. Driver Inattention Monitoring System for Intelligent Vehicles: A Review ↗ · 2011 · Dong, Yanchao et al. · indexed
352. Detecting and mitigating driver distraction with motion capture technology: Distracted driving warning system ↗ · 2013 · Gallahan, S. L. et al. · indexed
353. Driver fatigue detection system ↗ · 2016 · Chellappa, Yogesh et al. · indexed
354. Real-Time Driver Drowsiness Detection System Using Dlib based on Driver Eye/Mouth Monitoring Technology ↗ · 2022 · Al-Sabban, Wesam H. · indexed
355. Design and Development of EEG Signal based Driver Activity Recognition and Monitoring System ↗ · 2023 · R, Ramachandran. et al. · indexed
356. Highly automated vehicle safety driver monitoring support through Bayesian MCMC Logistic Regression ↗ · 2021 · Corcoran, Nicole M et al. · indexed
357. Thermal-Based Driver Monitoring in an Automotive Environment Using a Mobile Camera: A Feasibility Study ↗ · 2026 · Stoyanov, Yordan · indexed
358. What makes a ready driver? A deep dive into the measurement and validation of readiness estimation for driver monitoring systems of partially automated (SAE level 2) vehicles ↗ · 2025 · Gonçalves, Rafael Cirino et al. · indexed
359. A hybrid approach for driver drowsiness detection utilizing practical data to improve performance system and applicability ↗ · 2023 · Khanehshenas, Farin et al. · indexed
360. Research on Evaluation Method of Lane Departure Warning System ↗ · 2020 · Han, Dashuang et al. · indexed
361. Eye-tracking for detection of driver fatigue ↗ · 2002 · Eriksson, M. et al. · indexed
362. Detection of Driver Drowsiness to Avoid Accidents and Prevent Alertness · 2025 · Khekale, Lalit · archived
363. Incorporating Telemetry and Car-Following Data for Real-Time Monitoring of Container Trucks ↗ · 2004 · Cheu, Ruey Long et al. · indexed
364. Monitoring Driver Drowsiness and Stress in a Driving Simulator ↗ · 2001 · Rimini-Doering, Maria et al. · indexed
365. Towards a Common Understanding of Driving Simulator Validity · 2023 · Himmels, Chantal et al. · archived
366. Are Driving Simulators Suitable to Measure the Driving Competence of Elderly Drivers? ↗ · 2019 · Kenntner-Mabiala, Ramona et al. · indexed
367. Preliminary investigation of real-time monitoring of a driver in city traffic ↗ · 2002 · Betke, M. et al. · indexed
368. Driver Drowsiness Detection Using Real-Time Heart Rate Variability Data ↗ · 2025 · Rabbi, Riadul Islam et al. · indexed
369. Driver Drowsiness Detection based on Monitoring of Eye Blink Rate ↗ · 2022 · Baby Shamini, P et al. · indexed
370. Look before you (s)leep: Evaluating the use of fatigue detection technologies within a fatigue risk management system for the road transport industry ↗ · 2013 · Drew Dawson∥ et al. · indexed
371. Driver Alertness Monitoring Using Fusion of Facial Features and Bio-Signals ↗ · 2012 · Lee, Boon-Giin et al. · indexed
372. Road-to-Lab: Validation of the Static Load Test for Predicting On-Road Driving Performance While Using Advanced In-Vehicle Information and Communication Devices ↗ · 2005 · Young, Richard et al. · indexed
373. A Literature Review of Performance Metrics of Automated Driving Systems for On-Road Vehicles · 2021 · Sharath, Mysore Narasimhamurthy et al. · archived
374. Automatic processing of a car driver eye scanning movements on a simulated highway driving context ↗ · 2002 · Popieul, J.-C. et al. · indexed
375. Driver Drowsiness Detection · 2024 · Zeki Ablahd, Ann et al. · archived
376. An Evaluation of Alternative Methods for Assessing Driver Workload in the Early Development of In-Vehicle Information Systems ↗ · 2002 · Angell, Linda S. et al. · indexed
377. Evaluating driving fatigue detection algorithms using eye tracking glasses ↗ · 2015 · Gao, Xiang-Yu et al. · indexed
378. A NEW INTELLIGENT DRIVER VIGILANCE SYSTEM DESIGN USING TILT SENSORS · 2025 · Zuhair Ghazi Zahid, Ali et al. · archived
379. Validation of a Driving Simulator for Road Tunnel Behavioural Studies ↗ · 2023 · Lioi, Alessandra et al. · indexed
380. Driving Alertness System Using Deep Learning · 2024 · Vaidya, Prof. R. S. · archived
381. Real-Time Drowsiness Detection Algorithm for Driver State Monitoring Systems ↗ · 2018 · Baek, Jang Woon et al. · indexed
382. Performance Assessment of an Onboard Monitoring System for CMV Drivers: A Field Operational Test: Research Brief · 2016 · NHTSA · archived
383. Affordable visual driver monitorina svstem for fatigue and monotony ↗ · 2005 · Brandt, T. et al. · indexed
384. Driver Drowsiness Detection Based on LiDAR-Based Road Boundary Detection ↗ · 2024 · Teoh, Tai Shie et al. · indexed
385. Why Driving Performance Measures Are Sometimes Not Accurate (and Methods to Check Accuracy) ↗ · 2007 · Green, Paul · indexed
386. Defining Preventable Boundaries in Automated Driving Systems: A Driver Behavior Model for Scenario-Based Assessments ↗ · 2025 · Kitajima, Sou et al. · indexed
387. Assessing the driving performance of older adult drivers: on-road versus simulated driving ↗ · 2003 · Lee, Hoe et al. · indexed
388. Development of performance specifications for collision avoidance systems for lane change, merging, and backing. Task 6, Interim report : testbed systems design and associated facilities · 1997 · Talmadge, Sam et al. · archived
389. Evaluation of the sensitivity ocular and performance indicators for driver fatigue assessment in a driving simulator ↗ · 2026 · Didin, Fatin Saffanah et al. · indexed
390. Driver Tracking in Automotive Environment Using Mobile Thermal Camera ↗ · 2025 · Stoyanov, Yordan · indexed
391. A drowsiness detection using smart sensors during driving and smart message alert system to avoid accidents ↗ · 2022 · Vinoth, T. et al. · indexed
392. Application of a Heavy Vehicle Drowsy Driver Detection System ↗ · 1999 · Grace, Richard et al. · indexed
393. Confidence-driven adaptive time window for real-time driver fatigue detection in Level 2-3 autonomous vehicles: a multi-dataset validation study · 2026 · Xie, Wantong et al. · archived
394. DashGaze: Driver Gaze Through Dashcam ↗ · 2025 · John, Thrupthi Ann et al. · indexed
395. Perception-Free Calibration of Eye Opening and Closing Threshold for Driver Fatigue Monitoring ↗ · 2022 · Ming, Cheng et al. · indexed
396. Design and Implementation of a Microcontroller Based Driver Impairment Monitoring System ↗ · 2018 · Jecko, Asad Ali et al. · indexed
397. A Noninvasive System for Evaluating Driver Vigilance Level Examining Both Physiological and Mechanical Data ↗ · 2009 · Giusti, A. et al. · indexed
398. Robust Multiview Multimodal Driver Monitoring System Using Masked Multi-Head Self-Attention ↗ · 2023 · Ma, Yiming et al. · indexed
399. Effective Estimation of Driver Drowsiness Based on Eye Status Detection and Analysis ↗ · 2014 · Mukherjee, Kingshuk et al. · indexed
400. Driver fatigue surveillance via eye detection ↗ · 2014 · Chang, Tang-Hsien et al. · indexed
401. Real-time Driver Drowsiness Detection Using Artificial Immune System ↗ · 2018 · SoltaniZadeh, H. et al. · indexed
402. Development of Driver State Monitoring System based on Multi-Sensor Data Fusion ↗ · 2023 · Park, Sunhong et al. · indexed
403. TravTek Evaluation Plan: Final · 1991 · NHTSA · archived
404. Unsupervised Blink Detection and Driver Drowsiness Metrics on Naturalistic Driving Data ↗ · 2020 · Dari, Simone et al. · indexed
405. Research on Driving Fatigue Detection Based on PERCLOS ↗ · 2017 · ZHANG, CUIQING et al. · indexed
406. Survey on Driver’s Drowsiness Detection System ↗ · 2015 · Dharmadhikari, Omkar et al. · indexed
407. Preface to the Special Issue on Assessment and Effectiveness of Driver Monitoring Systems ↗ · 2023 · Biondi, Francesco et al. · indexed
408. Assessment in Driving Simulators: Where We Are and Where We Go · 2009 · Kappé, Bart et al. · archived
409. Real-Time Driver Behavior Detection for Alert Using Bootstrapped Cross-Validation and Optimized Resnet-50 ↗ · 2025 · Mohsin, Ahmed Raza et al. · indexed
410. Real-Time Safety Driving Advisory System Utilizing a Vision-Based Driving Monitoring Sensor ↗ · 2024 · TADA, Masahiro et al. · indexed
411. Driver State Monitoring System ↗ · 2019 · Guettas, Amina et al. · indexed
412. Real-Time Driver-Drowsiness Detection System Using Facial Features · 2019 · Deng, Wanghua et al. · archived
413. Driving simulator validation for speed research ↗ · 2002 · Godley, Stuart T. et al. · indexed
414. Driver Alertness Identification And Alarming System Using Haar Cascade Algorithm · 2022 · R. Vadivel et al. · archived
415. Eye detection in face images for a driver vigilance system ↗ · 2004 · D'Orazio, T. et al. · indexed
416. MONITORING DRIVER STATUS THROUGH IN-VEHICLE PARAMETERS ↗ · 1991 · Brookhuis, Karel · indexed
417. Potential for Application of Corneal Retinal Potential Measurements to Detect Alcohol and Drug Use: A Report to Congress · 1988 · Farina, Alfred · archived
418. Automatic Driver Drowsiness Alert &amp; Health Monitoring system ↗ · 2022 · Y.Ranganaga Laxmi et al. · indexed
419. Driver Drowsiness Identification by Means of Passive Techniques for Eye Detection and Tracking ↗ · 2010 · Cristiani, Andrea et al. · indexed
420. Validation of a Driving Simulator for Work Zone Design ↗ · 2005 · Bella, Francesco · indexed
421. The Design and Implementation of a Drowsiness Detection and Alarm System ↗ · 2026 · Computer Engineering, Sunmoon university, Korea et al. · indexed
422. Real-Time Driver Drowsiness and Distraction Detection Using Google ML Kit on Android Platforms ↗ · 2025 · Sharma, Shilpy et al. · indexed
423. Enhancing Driver Stress Detection through Multimodal Integration of Eye Tracking and Physiological Signals · 2025 · Widayat, Tri Agung et al. · archived
424. Enhancing Driver Fatigue Monitoring: A Hybrid Human–Machine Intelligence Framework with Adaptive Real-time Feedback ↗ · 2025 · Zhu, Tianjun et al. · indexed
425. Detection of Operator Drowsiness Using Google Glass ↗ · 2015 · He, Jibo et al. · indexed
426. Analysis of Different Measures to Detect Driver States: A Review ↗ · 2019 · Murugan, Suganiya et al. · indexed
427. The Dashboard of Remote Monitoring System for Driver Fatigue ↗ · 2025 · Hidayat, Ramanda Nur et al. · indexed
428. IoT and Computer Vision Based Driver Safety Monitoring System with Risk Prediction ↗ · 2018 · Shan, Sama-E et al. · indexed
429. The validity of driving simulator to measure on-road driving performance of older drivers ↗ · 2002 · Lee, Hoe · indexed
430. Multi‐Fatigue Feature Selection and Fuzzy Logic‐Based Intelligent Driver Drowsiness Detection ↗ · 2025 · Arava, Mohan et al. · indexed
431. Realtime Driver Drowsiness Detection Using Machine Learning ↗ · 2022 · Al Redhaei, Aneesa et al. · indexed
432. Validity and reliability of the on-road driving assessment with senior drivers ↗ · 2007 · Kay, Lynnette et al. · indexed
433. Detecting Driver Fatigue With Eye Blink Behavior · 2024 · Akin, Ali et al. · archived
434. A Framework for Driver Drowsiness Monitoring Using a Convolutional Neural Network and the Internet of Things ↗ · 2024 · Irsan, Muhamad et al. · indexed
435. Driver Drowsiness Warning System Using Visual Information for Both Diurnal and Nocturnal Illumination Conditions · 2010 · Flores, MarcoJavier et al. · archived
436. A Driver Behavior Monitoring System for Sustainable Traffic and Road Construction ↗ · 2023 · Sappl, Hannes et al. · indexed
437. Driver Fatigue Detection Method Based on Eye Multi-Feature Fusion ↗ · 2018 · Liu, Qinghua et al. · indexed
438. Driver Drowsiness and Distraction Detection: An Image Processing-Based Comparative Analysis for Improved Accuracy ↗ · 2024 · Dattatray G. Takale · indexed
439. How to Induce Drowsiness When Testing Driver Drowsiness and Attention Warning (DDAW) Systems ↗ · 2023 · Wörle, Johanna et al. · indexed
440. Cloud-Based Driver Monitoring System Using a Smartphone ↗ · 2020 · Kashevnik, Alexey et al. · indexed
441. Driver State Monitoring through Driving Style Estimation ↗ · 2023 · Chiapello, Nicolo et al. · indexed
442. XR-OOM: MiXed Reality driving simulation with real cars for research and design ↗ · 2022 · Goedicke, David et al. · indexed
443. Near-Infrared Image and YOLO Based Driver Monitoring System Design by Integrating with Head Pose and Gaze Estimation Functions ↗ · 2026 · Ciou, Siang-En et al. · indexed
444. Comparing Truck Driving Performance in a Simulator and Instrumented Vehicle · 2022 · Hanowski, Richard J. et al. · archived
445. Smart Driver Monitoring: When Signal Processing Meets Human Factors: In the driver's seat ↗ · 2016 · S. Aghaei, Amirhossein et al. · indexed
446. Review of approaches to the problem of driver fatigue and drowsiness ↗ · 2015 · Mashko, Alina · indexed
447. An optimized eye locating and tracking system for driver fatigue monitoring ↗ · 2007 · He Huang et al. · indexed
448. Evaluation of Lane Departure Correction Systems Using a Regenerative Stochastic Driver Model ↗ · 2017 · Wang, Wenshuo et al. · indexed
449. DrowsyDG-Phys: Generalizable driver drowsiness estimation in conditional automated vehicles using physiological signals ↗ · 2026 · Wang, Jiyao et al. · indexed
450. Statistical Consideration of the Representativeness of Open Road Tests for the Validation of Automated Driving Systems ↗ · 2023 · Langner, Jacob et al. · indexed
451. Monitoring Driver's Alertness Based on the Driving Performance Estimation and the EEG Power Spectrum Analysis ↗ · 2005 · Liang, S.F. et al. · indexed
452. Monitoring head/eye motion for driver alertness with one camera ↗ · 2002 · Smith, P. et al. · indexed
453. Feasibility of Measuring Eye Movements in Real-World and Simulated Driving Situations ↗ · 1966 · Williamson, Thomas R. et al. · indexed
454. A convolutional neural network -based driver monitoring system for drowsiness and distraction detection ↗ · 2026 · Benkouider, Sara et al. · indexed
455. Comparing a driving simulator to the real road regarding distracted driving speed · 2015 · Knapper, Allert et al. · archived
456. Low-Cost Eye-Tracking Fixation Analysis for Driver Monitoring Systems Using Kalman Filtering and OPTICS Clustering ↗ · 2025 · Brandstetter, Jonas et al. · indexed
457. Driver Drowsiness Monitoring System Using Visual Behavior And Machine Learning ↗ · 2022 · Swathi, A. et al. · indexed
458. A Study on Highway Driving Assist Evaluation Method Using the Theoretical Formula and Dual Cameras ↗ · 2021 · Kim, Bong-Ju et al. · indexed
459. A Real-Time Simulation Environment for Evaluating Traffic Signal Systems ↗ · 1998 · Bullock, Darcy M. et al. · indexed
460. First-Stage Evaluation of a Prototype Driver Distraction Human-Machine-Interface Warning System ↗ · 2021 · Mulvihill, Christine et al. · indexed
461. A Robust Failure Proof Driver Drowsiness Detection System Estimating Blink and Yawn ↗ · 2020 · Jesudoss, Yogesh Tony et al. · indexed
462. Research of the fatigue driving real-time monitoring based on DSP ↗ · 2008 · Yu Liu et al. · indexed
463. Wristband-Type Driver Vigilance Monitoring System Using Smartwatch ↗ · 2015 · Lee, Boon-Giin et al. · indexed
464. Validation of an Electronic Device for Measuring Driving Exposure ↗ · 2006 · Huebner, Kyla D. et al. · indexed
465. Practical validation of synthetic pre-crash scenarios ↗ · 2026 · Wu, Jian et al. · indexed
466. Driver Drowsiness Detection System Using Deep Neural Network ↗ · 2022 · Nalavade, Jagannath E. et al. · indexed
467. Vision-based drowsiness detector for a realistic driving simulator ↗ · 2010 · Garcia, I. et al. · indexed
468. Real-Time Deep Learning-Based Drowsiness Detection: Leveraging Computer-Vision and Eye-Blink Analyses for Enhanced Road Safety ↗ · 2023 · Safarov, Furkat et al. · indexed
469. Contributions to Driver Fatigue Detection Based on Eye-tracking ↗ · 2021 · Băiașu, Ana-Maria et al. · indexed
470. Driver Drowsiness Detection System ↗ · 2021 · V, Kiranmayee · indexed
471. Automotive Collision Avoidance System Field Operational Test (ACAS FOT): Final Program Report · 2005 · NHTSA · archived
472. Preliminary Validation of Driving Simulator Based on Forward Speed ↗ · 1999 · Klee, Harold et al. · indexed
473. Driver Emotion Analytics on In-Vehicle Gesture Control System ↗ · 2022 · Sarla, S M et al. · indexed
474. Drowsiness Detection of Driver ↗ · 2022 · Vaishnavi Shivdas et al. · indexed
475. Heart Rate Variability-Based Driver Drowsiness Detection and Its Validation With EEG · 2018 · Fujiwara, Koichi et al. · archived
476. A Portable Fuzzy Driver Drowsiness Estimation System ↗ · 2020 · Celecia, Alimed et al. · indexed
477. Reliability and validity of on-road driving tests in vulnerable adults: a systematic review ↗ · 2019 · Sawada, Tatsunori et al. · indexed
478. Assessment and Reliability Validation of Lane Departure Assistance System Based on DGPS-GIS Using Camera Vision ↗ · 2014 · Moon, Sangchan et al. · indexed
479. Automated CMV Inspection Demonstrations and Evaluations · 2025 · Ma, Jiaqi et al. · archived
480. Eye tracking system to detect driver drowsiness ↗ · 2015 · Nguyen, T. P. et al. · indexed
481. A method for evaluating collision avoidance systems using naturalistic driving data ↗ · 2007 · McLaughlin, Shane et al. · indexed
482. HAAR CASCADE ALGORITHM FOR MICROSLEEP DETECTION ↗ · 2025 · Awang, Norkhushaini et al. · indexed
483. Evaluating the effectiveness of facial actions features for the early detection of driver drowsiness in driving safety monitoring system ↗ · 2025 · Rahmawati, Yenny et al. · indexed
484. IoT-Based Non-Intrusive Automated Driver Drowsiness Monitoring Framework for Logistics and Public Transport Applications to Enhance Road Safety ↗ · 2023 · Khan, M. Adil et al. · indexed
485. Driver Drowsiness Detection System ↗ · 2021 · Kartha, Sreelakshmi · indexed
486. Evaluation of On-Site Oral Fluid Drug Screening Devices [Traffic Tech] · 2021 · Logan, Barry K. et al. · archived
487. A High Performance and Robust FPGA Implementation of a Driver State Monitoring Application ↗ · 2023 · Christakos, Panagiotis et al. · indexed
488. Data Fusion to Develop a Driver Drowsiness Detection System with Robustness to Signal Loss ↗ · 2014 · Samiee, Sajjad et al. · indexed
489. Driver Drowsiness Classification Based on Eye Blink and Head Movement Features Using the k-NN Algorithm ↗ · 2020 · Dreisig, Mariella et al. · indexed
490. A Hybrid Approach to Detect Driver Drowsiness Utilizing Physiological Signals to Improve System Performance and Wearability · 2017 · Awais, Muhammad et al. · archived
491. Research on Driver KSS Rating Prediction Model Based on EU 2021/1341 DDAW ↗ · 2023 · Li, Bing et al. · indexed
492. Technical report: Literature survey on driving simulator validation studies ↗ · 2006 · Hoskins, Andrew et al. · indexed
493. Efficient Measurement of Eye Blinking under Various Illumination Conditions for Drowsiness Detection Systems ↗ · 2006 · Park, Ilkwon et al. · indexed
494. Accident Detection and Driver Drowsiness Detection System ↗ · 2025 · Ashtekar, Om et al. · indexed
495. Driving Simulator Validity of Driving Behavior in Work Zones ↗ · 2020 · Zhang, Yanning et al. · indexed
496. Driving Simulator Validation for Nighttime Construction Work Zone Devices · 2007 · McAvoy, Deborah S. et al. · archived
497. Towards the development of design guidelines handbook for driver hypovigilance detection and warning - the AWAKE approach ↗ · 2004 · Bekiaris, E.D. · indexed
498. Eyelid-based driver state classification under simulated and real driving conditions ↗ · 2014 · Ebrahim, Parisa et al. · indexed
499. Validation of a Driving Simulator for Speed Research on Two-lane Rural Roads ↗ · 2023 · de Frutos, S. Higuera et al. · indexed
500. Embedded Application for Driver Drowsiness Monitoring System A Review ↗ · 2020 · Azhar, Susaf Noor et al. · indexed
501. Realization of a Safe Driving Monitoring System for Motor Vehicles ↗ · 2024 · Lin, Hongxiang et al. · indexed
502. Methods and Metrics for Evaluation of an Automated Real-Time Driver Warning System ↗ · 2005 · MacCarley, C. Arthur · indexed
503. Drowsiness Detection for Life-Saving – A Hidden Continuous Monitoring System for use in Road Vehicles ↗ · 2026 · Douzi, Ahmed et al. · indexed
504. Monitoring System of Drowsiness and Lost Focused Driver Using Raspberry Pi ↗ · 2020 · ADI, Kusworo et al. · indexed
505. Reliability-based driver drowsiness detection using Dempster-Shafer theory ↗ · 2012 · Li, Xuanpeng et al. · indexed
506. Driver fatigue monitoring system using Support Vector Machines ↗ · 2012 · Sacco, Matthew et al. · indexed
507. Physiological Signal Monitoring System to Analyze Driver Attentiveness ↗ · 2021 · Dolezalek, Emily et al. · indexed
508. The driver fatigue monitoring system based on face recognition technology ↗ · 2013 · Luo, Xiao-qing et al. · indexed
509. Vision-Based Driver Drowsiness Detection and Smart Alert System ↗ · 2026 · Pawar, Aarti et al. · indexed
510. A Study on the Evaluation Method of Highway Driving Assist System Using Monocular Camera ↗ · 2020 · Bae, Geon Hwan et al. · indexed
511. Warwick-JLR driver monitoring dataset (DMD) ↗ · 2015 · Taylor, Phillip et al. · indexed
512. Universal Driver Alertness and Monitoring System : A Compact, Camera-Based Real-Time Safety System for All Vehicles ↗ · 2025 · Anwar, Muhammad Arsal et al. · indexed
513. Real Time Driver Drowsiness Monitoring System by Eye Tracking Using Mean Shift Algorithm ↗ · 2019 · Nahar, Lutfun et al. · indexed
514. Protocol for Transferability of Driver Simulator Results to Real Traffic Conditions ↗ · 2014 · Gemou, Maria et al. · indexed
515. Detecting Driver Drowsiness Based on Sensors: A Review ↗ · 2012 · Sahayadhas, Arun et al. · indexed
516. Threats Detection during Human-Computer Interaction in Driver Monitoring Systems ↗ · 2022 · Kashevnik, Alexey et al. · indexed
517. Validation of human benchmark models for automated driving system approval: How competent and careful are they really? ↗ · 2025 · Olleja, Pierluigi et al. · indexed
518. Evaluation of the Effectiveness of Driver Training in the Use of Advanced Driver Assistance Systems ↗ · 2025 · Pełka, Małgorzata et al. · indexed
519. Driver Drowsiness Detection Based on Eye Analysis ↗ · 2018 · Ursulescu, Oana et al. · indexed
520. Performance of a Rear-End Crash Avoidance System in a Field Operational Test ↗ · 2006 · Najm, Wassim G et al. · indexed
521. Preliminary analysis of full-scale driving simulator data for unmasked sleepiness detection ↗ · 2014 · Yang, Ji Hyun et al. · indexed
522. Developing a Standardized Performance Evaluation of Vehicles with Automated Driving Features · 2019 · Basantis, Alexis et al. · archived
523. Test procedure for evaluating the human–machine interface of vehicles with automated driving systems ↗ · 2019 · Naujoks, Frederik et al. · indexed
524. Real-time driver drowsiness estimation by multi-source information fusion with Dempster–Shafer theory ↗ · 2013 · Li, Xuanpeng et al. · indexed
525. Mapping of data obtained on driving simulator to reality based on simulator validation results (WIP) ↗ · 2014 · Butakov, Vadim et al. · indexed
526. Assessing Drivers' Mental Model Of Advanced Driver Assistance Systems Using Signal Detection Theory · 2023 · Huang, Chunxi et al. · archived
527. Speed perception and actual speed in a driving simulator and real-world: A validation study · 2019 · Hussain, Qinaat et al. · archived
528. Vision-Based Driver Drowsiness Detection: From Deep Learning Models to Real-Time Mobile Deployment · 2026 · Jadhav, Hitesh Jitendra · archived
529. Driver Drowsiness Detection with Commercial EEG Headsets · 2023 · Delrobaei, Mehdi et al. · archived
530. Drowsiness detection system design based on individual driver ↗ · 2019 · Pasaribu, Novie Theresia Br. et al. · indexed
531. Detection, tutoring and enforcement of traffic rules violations-The DETER project ↗ · 1993 · Brookhuis, K.A. · indexed
532. An Explainable Real-Time Driver Drowsiness Detection System Using Vision Transformers and Behavioral Fatigue Indicators · 2026 · Pisolla Rahul, Mohammed Afridi et al. · archived
533. Fitness to drive in early stage dementia : an instrumented vehicle study. · 2009 · Eby, David W. et al. · archived
534. Real-Time Driver Drowsiness and Distraction Detection System ↗ · 2026 · Suhas H S, Suhas H S · indexed
535. Multimodal Driver Drowsiness Detection Using Facial Expressions and Ear-EEGs With a Lightweight Auto-Denoising Network ↗ · 2025 · Mai, Ngoc-Dau et al. · indexed
536. Drowsy Driver Warning for Accident-Avoidance System Using Image Processing · 2022 · Bhagwat, Kiran et al. · archived
537. Final evaluation report for the CAPITAL-ITS operational test and demonstration program · 1997 · NHTSA · archived
538. Early Concept Evaluation of a Runtime Monitoring Approach for Safe Automated Driving ↗ · 2022 · Mehmed, Ayhan et al. · indexed
539. A Real-Time Embedded System for Driver Drowsiness Detection Based on Visual Analysis of the Eyes and Mouth Using Convolutional Neural Network and Mouth Aspect Ratio ↗ · 2024 · Florez, Ruben et al. · indexed
540. Examination of a Prototype Camera Monitor System for Light Vehicle Outside Mirror Replacement · 2018 · Mazzae, Elizabeth N. et al. · archived
541. Real‐time eye tracking for the assessment of driver fatigue ↗ · 2018 · Xu, Junli et al. · indexed
542. Independent evaluation of the transit retrofit package safety applications : final report. · 2015 · Nodine, Emily et al. · archived
543. The influence of study design on results in HMI testing for active safety ↗ · 2007 · Ljung, Mikael et al. · indexed
544. Research on driver monitoring system based on vital signs and behavior detection ↗ · 2023 · Chai, Lei · indexed
545. Technology to Detect Driver Sleepiness ↗ · 2019 · Penzel, Thomas et al. · indexed
546. Using Image Processing in the Proposed Drowsiness Detection System Design ↗ · 2018 · POURSADEGHIYAN, Mohsen et al. · indexed
547. Driver Fatigue Detection Based on Eye Tracking ↗ · 2008 · Devi, Mandalapu Sarada et al. · indexed
548. HMI and Safety-Related Driver Performance ↗ · 2004 · Östlund, Johan Lind et al. · indexed
549. Vision-based drowsiness detector for real driving conditions ↗ · 2012 · Garcia, I. et al. · indexed
550. Summary and Evaluation of Responses Received on the Alcohol Safety Interlock System · 1971 · Sussman, E. Donald · archived
551. WINDSHIELD, MOBILE PHONE, AND SEAT BELT DETECTION USING YOLOV11 FOR DRIVER MONITORING SYSTEMS ↗ · 2026 · SOULMANA, Billal et al. · indexed
552. System for Detecting Driver Alertness while Driving ↗ · 2021 · Sapkal, Prajwal Chandrakant · indexed
553. Heart Rate Variability for Driver Sleepiness Classification in Real Road Driving Conditions ↗ · 2019 · Persson, Anna et al. · indexed
554. A Review Paper on Portable Driver Monitoring System for Real Time Fatigue ↗ · 2015 · Dahiphale, Varsha E. et al. · indexed
555. Development of a Physiological Measuring System for the Evaluation of Drowsiness during Driving Vehicle ↗ · 2001 · NISHIO, Yasuyuki et al. · indexed
556. AI-Driven EEG-Based Driver Drowsiness Detection: A Narrative Review of Biosignals and Wearable Devices ↗ · 2026 · Khaghani Asl Toloun, Mahsa et al. · indexed
557. Driver Drowsiness Detection with Commercial EEG Headsets · 2022 · Rezaee, Qazal et al. · archived
558. Automated Check-In · 1995 · Turan, L et al. · archived
559. Does False and Missed Lane Departure Warnings Impact Driving Performances Differently? ↗ · 2018 · Navarro, Jordan et al. · indexed
560. A CONTROLLED PILOT STUDY IN A PRACTICE YARD TO ASSESS DRIVER PERCEPTION WITH CAMERA-MONITOR SYSTEMS VS. MIRRORS: EYE TRACKING INSIGHTS FROM A PILOT STUDY, PART ONE ↗ · 2025 · SKÓRSKA, Halszka · indexed
561. Driver eye glance behavior and performance with camera-based visibility systems versus mirrors ↗ · 2023 · Mazzae, E. N. et al. · indexed
562. Evaluation of On-Site Oral Fluid Drug Screening Technology · 2021 · Buzby, David et al. · archived
563. 14‐4: Effect of Anti‐Glare Coating on Driver Monitoring Camera Optical Transfer Function ↗ · 2019 · Murzyn, Pawel et al. · indexed
564. SmartPark Technology Demonstration Project, Phase II: Final Report · 2018 · Lopez-Jacobs, Von · archived
565. Validating Dynamic Message Sign Freeway Travel Time Messages with Ground Truth Geospatial Data ↗ · 2006 · Monsere, Christopher et al. · indexed
566. Automatically assessing driver performance using black box OTDR data ↗ · 2011 · Green, S.R. et al. · indexed
567. Evaluating the Performance of a Visual Support System for Driving Assistance using a Deep Learning Algorithm · 2023 · Beg, Mohammad Sojon et al. · archived
568. A Multidimensional Benchmark of Public EEG Datasets for Driver State Monitoring in Brain–Computer Interfaces ↗ · 2025 · Ammar, Sirine et al. · indexed
569. DAISY, an adaptive, knowledge-based driver monitoring and warning system ↗ · 2002 · Onken, R. · indexed
570. Driver Monitoring System ↗ · 2025 · author et al. · indexed
571. The Robustness of the Horizontal Gaze Nystagmus Test · 2007 · Burns, Marcelline · archived
572. Measuring Train Driver Performance as Key to Approval of Driverless Trains ↗ · 2025 · Tagiew, Rustam et al. · indexed
573. A Fast Algorithm of Face Detection for Driver Monitoring ↗ · 2006 · Guo, Zhibo et al. · indexed
574. Accurate 3D head pose estimation under real-world driving conditions: A pilot study ↗ · 2016 · Breidt, Martin et al. · indexed
575. Insufficiency-Driven DNN Error Detection in the Context of SOTIF on Traffic Sign Recognition Use Case · 2023 · Hacker, Lukas et al. · archived
576. Automated updating of camera parameters for user-friendly driver monitoring system ↗ · 2009 · Hirata, Tatsunori et al. · indexed
577. Arizona Intelligent Vehicle Research Program - Phase Two(b) : 2001-2002 · 2003 · Owen, Stephen R. · archived
578. Technical Summary: Detection Technology for IVHS, Volume I: Final Report and Volume II: Final Report Addendum · 1996 · NHTSA · archived
579. Development of a Traffic Signal Performance Measurement System (TSPMS) ↗ · 2005 · Balke, Kevin et al. · indexed
580. Advance (Advanced Driver and Vehicle Advisory Navigation ConcEpt) Project: Insights And Achievements Compendium · 1996 · De Leuw, Cather &amp; Company · archived
581. A Unified Testing Framework for ADAS and Automated Vehicles: Synthesis of Methodologies and Regulatory Landscapes ↗ · 2026 · Alemayehu, Hayleyesus et al. · indexed
582. Development of a Portable Psychometric Testing Device for Use in the Field: An Alcohol Investigation ↗ · 2005 · Degia, Andria et al. · indexed
583. A radar-based blind spot detection and warning system for driver assistance ↗ · 2017 · Liu, Guiru et al. · indexed
584. Contactless Pulse Rate Assessment: Results and Insights for Application in Driving Simulators · 2025 · Nešković, Đorđe D. et al. · archived
585. Response speed measurements on the psychomotor vigilance test: how precise is precise enough? · 2020 · Basner, Mathias et al. · archived
586. Research on Model-Based Testing of Lane Departure Warning System ↗ · 2013 · Chen, Da-xing et al. · indexed
587. Multilevel Concept for Verification of Automated Driving Systems by Using Model in the Loop Simulations in Early Development Phases ↗ · 2022 · Sinz, Wolfgang et al. · indexed
588. Development of an Performance Evaluation Method for Vehicle Detector Speed Measurement Applying Uncertainty in Measurement ↗ · 2012 · Lee, Hwan-Pil et al. · indexed
589. Eye-Movement Measurement and Head Tracking While Driving using a Smartphone ↗ · 2024 · SUZUKI, Shunki et al. · indexed
590. Analytical Test Effort Estimation for Multisensor Driver Assistance Systems ↗ · 2017 · Bock, Florian et al. · indexed
591. Driver Driving Monitoring System Based on STM32 ↗ · 2025 · Fu, Tong et al. · indexed
592. Using Dual Loop Speed Traps To Identify Detector Errors ↗ · 1999 · Coifman, Benjamin · indexed
593. The inconvenient truth of ground truth errors in automotive datasets and DNN-based detection · 2024 · Chan, Pak Hung et al. · archived
594. On the validation of complex systems operating in open contexts · 2019 · Poddey, Alexander et al. · archived
595. Heavy Duty Test Cycles and In-Use Compliance Testing ↗ · 1997 · Rijkeboer, Rudolf C. et al. · indexed
596. Evaluation of a buried cable roadside animal detection system. · 2015 · Druta, Cristian et al. · archived
597. Constructing a comprehensive assessment indicator set: an overview analysis of train driver performance indicators based on on-train-data-recorder (OTDR) data ↗ · 2024 · Li, Xiaoyu et al. · indexed
598. Improving the Efficiency and Accuracy of ODOT Temporary Traffic Monitoring System · 2019 · Kaja Najumudeen, Mohamat Eirban Ali Bin et al. · archived
599. Test Your Self-Driving Algorithm: An Overview of Publicly Available Driving Datasets and Virtual Testing Environments · 2019 · Kang, Yue et al. · archived
600. Verification of Traffic Micro-simulation Model Calibration Procedures: Analysis of Goodness-of-Fit Measures ↗ · 2010 · Ciuffo, Biagio et al. · indexed
601. A Method of Generating a Composite Dataset for Monitoring of Non-Driving Related Tasks ↗ · 2024 · Wu, Xian et al. · indexed
602. U27 : real-time commercial vehicle safety &amp; security monitoring final report. · 2012 · Han, Lee D. et al. · archived
603. A Data-Driven Misbehavior Detection System for Connected Autonomous Vehicles ↗ · 2018 · Sarker, Ankur et al. · indexed
604. Safe Drive+: Real-Time Driver Health Monitoring System ↗ · 2026 · SHERIFF, MIRZA et al. · indexed
605. Driver physiological condition assessment system based on image-based photoplethysmography ↗ · 2024 · Chen, Chen et al. · indexed
606. Methodology for Field Operational Tests: updating the FESTA methodology for connected and automated driving pilots ↗ · 2023 · Barnard, Yvonne et al. · indexed
607. Smart Park: Truck Parking Field Operation Test Results · 2011 · Chachich, Alan et al. · archived
608. Performance evaluation framework of Wyoming connected vehicle pilot deployment program: summary of Phase 2 pre-deployment efforts and lessons learned ↗ · 2019 · Ahmed, Mohamed M. et al. · indexed
609. Improving Dual-Loop Truck (and Speed) Data: Quick Detection of Malfunctioning Loops and Calculation of Required Adjustments ↗ · 2006 · Nihan, N L et al. · indexed
610. Genesis field operational test : final evaluation report · 1997 · NHTSA · archived
611. Method to evaluate performance of measurement equipment in automated vehicle traffic control systems ↗ · 2020 · Safiullin, Ravil et al. · indexed
612. Hardware-in-the-loop evaluation of traffic signal systems ↗ · 2000 · Bullock, D. · indexed
613. Impact of Detector Configuration on Performance Measurement and Signal Operations ↗ · 2020 · Emtenan, A. M. Tahsin et al. · indexed
614. Heartbeat Measurement with Millimeter Wave Radar in the Driving Environment ↗ · 2021 · Schwarz, Chris et al. · indexed
615. OVVV: Using Virtual Worlds to Design and Evaluate Surveillance Systems ↗ · 2007 · Taylor, Geoffrey R. et al. · indexed
616. Biometric Identification Standards Research · 1998 · NHTSA · archived
617. Adaptive importance sampling for probabilistic validation of advanced driver assistance systems ↗ · 2006 · Gietelink, O. et al. · indexed
618. A Facial-Expression-Aware Edge AI System for Driver Safety Monitoring ↗ · 2025 · Almodhwahi, Maram A. et al. · indexed
619. Real-time Driver Monitoring Systems on Edge AI Device · 2023 · Hariharan, Jyothi et al. · archived
620. Driver-in-the-Loop for computer-vision based ADAS testing ↗ · 2021 · Kassem, Nada S. et al. · indexed
621. An Embedded Real-Time Driver Monitoring System based on AI and Computer Vision ↗ · 2023 · Sharara, Leila et al. · indexed
622. 88 Determining the Eye-Tracking Strategies Used in the Game “Spot the Missing Object (SMO)” by Simulator Malingerers, ADHD, and Non-ADHD · 2023 · Aguerrevere, Luis E et al. · archived
623. An Experimental Setup for Collecting Physiological Data from Vehicle Drivers ↗ · 2026 · Radev, Hristo et al. · indexed
624. Experimental Validation of a Driver Monitoring System ↗ · 2023 · Garrosa, María et al. · indexed
625. Testing Methods for Advanced Intelligent Driving Systems Based on Natural Driving Behavior Characteristics ↗ · 2025 · Mo, Jingyue et al. · indexed
626. Identifying Underrepresented Driving Scenarios in Training Datasets with SafeML Robustness Monitoring for Autonomous Driving Vehicles ↗ · 2024 · Matthias, Bergler et al. · indexed
627. Research on the Reliability Assessment Method of Rural Road Performance in Road Maintenance Statistical System ↗ · 2024 · Zhang, Meng et al. · indexed
628. Field Operational Testing of a Digital Brake Stroke Sensor ↗ · 2009 · Wilson, Glenn et al. · indexed
629. Integrating Outcome Oriented Performance Measures into Traffic Signal Operations Business Processes ↗ · 2015 · Day, Christopher M. et al. · indexed
630. Flexible Low Cost Lane Departure Warning System ↗ · 2007 · Fornero, M. et al. · indexed
631. Final Test Report for ITS Standards Testing of ATC 2070 and its Cabinet as Deployed in Harris County, TX · 2008 · Alston, Wilton et al. · archived
632. In-Vehicle Navigation System Model Deployment Initiative Acceptance Test Plan · 1998 · NHTSA · archived
633. Implementasi Penggunaan Driving Monitoring System (DMS) Sebagai Kendali Bahaya Dari Aktivitas Pengoperasian Unit Pengangkutan Batubara PT. Berau Coal ↗ · 2022 · Sepriyanto et al. · indexed
634. Enhancing Heart Rate Detection in Vehicular Settings Using FMCW Radar and SCR-Guided Signal Processing ↗ · 2025 · Kanakapura Sriranga, Ashwini et al. · indexed
635. SmartPark Technology Demonstration Project · 2013 · NHTSA · archived
636. Software framework for runtime application monitoring of fail-safe multi-processor ADAS SoCs ↗ · 2017 · Goswami, Piyali et al. · indexed
637. Speed-measuring device performance specifications : across-the-road radar module · 2007 · NHTSA · archived
638. P1–350: The relationship between CRA ADAS‐Cog training and performance on monitoring ADAS‐Cogs at clinical sites in an Alzheimer's disease clinical trial ↗ · 2013 · Meyer, Stephen et al. · indexed
639. Design of a System for Driver Drowsiness Detection and Seat Belt Monitoring using Raspberry Pi 4 and Arduino Nano ↗ · 2024 · Oviedo, Anthony Alvarez et al. · indexed
640. Simulation-Based Approaches for Verification of Embedded Control Systems: An Overview of Traditional and Advanced Modeling, Testing, and Verification Techniques ↗ · 2016 · Kapinski, James et al. · indexed
641. Measuring Signalized Intersection Performance in Real-Time With Traffic Sensors ↗ · 2013 · Zheng, Jianyang et al. · indexed
642. Freeway Performance Measurement System: Mining Loop Detector Data ↗ · 2001 · Chen, Chao et al. · indexed
643. Traffic Participants in the Loop: A Mixed Reality-Based Interaction Testbed for the Verification and Validation of Autonomous Vehicles ↗ · 2018 · Zofka, Marc Rene et al. · indexed
644. Conception of the C19H2RM-2 prototype based on an embedded camera module for driver state monitoring ↗ · 2024 · Boussaki, Hoda El et al. · indexed
645. Greater Cleveland Regional Transit Authority (GCRTA) Radio/ITS Project Final Report · 2016 · Mishra, Santosh · archived
646. Yus - A Deep Learning Algorithm for Collision Avoidance through Object and Vehicle Detection · 2023 · Mohammad Sojon Beg et al. · archived
647. Real-Time Driving License Verification System Using Face Recognition ↗ · 2024 · Dhabe, Priyadarshan et al. · indexed
648. Fault Diagnostic System Design Using LMIs, With Applications to Health Monitoring for GPS-Based Lateral Vehicle Control ↗ · 2001 · Rajamani, Rajesh et al. · indexed
649. Project Implementation Plan: Variable Dynamic Testbed Vehicle · 1997 · McLellan, D. R. et al. · archived
650. Development of Lens Condition Diagnosis for Lane Departure Warning by Using Outside Camera ↗ · 2014 · Takemura, Masayuki et al. · indexed
651. Convolutional Neural Network Training System For Eye Location On Infrared Driver Recordings Using Automatically Generated Ground Truth Data ↗ · 2021 · Valcan, Sorin · indexed
652. Analisis Kebutuhan Alat Driver Monitoring System Untuk Mengurangi Resiko Kecelakaan Lalu Lintas Pada Pengemudi Maxim Di Desa Mendalo Darat ↗ · 2024 · M. Iqbal Mutawaqil · indexed
653. Perspective, Survey and Trends: Public Driving Datasets and Toolsets for Autonomous Driving Virtual Test ↗ · 2021 · Ji, Pengliang et al. · indexed
654. Robust and real-time multi-cue map verification for the road ahead ↗ · 2014 · Hartmann, Oliver et al. · indexed
655. Full-Scale Drilling Test Facility: Fast Field Validation of Drilling Automation Solutions ↗ · 2024 · Wessling, S. et al. · indexed
656. Are we ready for autonomous driving? The KITTI vision benchmark suite ↗ · 2012 · Geiger, Andreas et al. · indexed
657. Driving Analytics vs Data Drift: A Continuous Validation Model for Decision Integrity in Data-Driven Systems ↗ · 2026 · Surianarayanan, Gayathri · indexed
658. Maintenance Decision Support System : Pilot Study and Cost-Benefit Analysis (Phase 2) · 2014 · Wang, Eric et al. · archived
659. Evaluation of the Anaheim Advanced Traffic Control System Field Operational Test: Final Report Task B; Assessment of Institutional Issues ↗ · 1999 · McNally, Michael G. et al. · indexed
660. Automated Ground Truth Estimation of Vulnerable Road Users in Automotive Radar Data Using GNSS · 2019 · Scheiner, Nicolas et al. · archived
661. Real-World Troublemaker: A 5G Cloud-Controlled Track Testing Framework for Automated Driving Systems in Safety-Critical Interaction Scenarios ↗ · 2025 · Zhang, Xinrui et al. · indexed
662. Analyzing on-road emissions of light-duty vehicles with Portable Emission Measurement Systems (PEMS) ↗ · 2011 · Weiss, Martin et al. · indexed
663. Feature engineering impact on position falsification attacks detection in vehicular ad-hoc network · 2024 · Abdelkreem, Eslam et al. · archived
664. Resilience and Validation of GNSS PNT Solutions · 2023 · Humphreys, Todd E. et al. · archived
665. IoT-Based Driver Health Monitoring System with Location Based Service Feature for Fast Treatment at Nearest Health Facilities ↗ · 2025 · Jaya, Dery Yuswanto · indexed
666. Development of Test Equipment for Pedestrian-Automatic Emergency Braking Based on C-NCAP (2018) ↗ · 2020 · Song, Zhiqiang et al. · indexed
667. Design of a System for Driver Drowsiness Detection and Seat Belt Monitoring Using Raspberry Pi 4 and Arduino Nano ↗ · 2025 · Alvarez Oviedo, Anthony et al. · indexed
668. Electronic Monitoring of Commercial Vehicle Outboard Brakes to Determine Out-of-Service Conditions ↗ · 1998 · Wilson, Glenn et al. · indexed
669. A smart driver monitoring system using android application and embedded system · 2015 · Alsibai, Mohammed Hayyan et al. · archived
670. Unmanned Aerial Systems (UAS) for Transportation, Incident Management, and Infrastructure Assessment · 2021 · Helmicki, Arthur et al. · archived
671. Exploration of Driver Posture Monitoring Using Pressure Sensors with Lower Resolution ↗ · 2021 · Zhao, Mingming et al. · indexed
672. Impending Box Impact Warning System for Prevention of Snowplow-Bridge Impacts · 2008 · Lindeke, Richard R. et al. · archived
673. A “digital twin” traffic simulation tool for network-wide real-time traffic monitoring and management ↗ · 2025 · Lu, Weike et al. · indexed
674. Performance Assessment of a Direct Torque Controlled Electric Vehicle considering Driving Cycles and Real Load Conditions ↗ · 2019 · Oubelaid, Adel et al. · indexed
675. Research on Development and Test of Signaloriented Driver ↗ · 2012 · Wang, Yiping et al. · indexed
676. Driver ECG Measuring System With a Conductive Fabric-Based Dry Electrode ↗ · 2018 · Choi, You-Jun et al. · indexed
677. Creating simple driver models with device I-V curves ↗ · 2002 · Foster, E.M. · indexed
678. Road Damage Dataset Evaluation Using YOLOv8 for Road Inspection System ↗ · 2024 · Mulyanto, Agus et al. · indexed
679. Mining sensor data in cyber-physical systems · 2014 · Tang, Lu-An et al. · archived
680. Virtual Contamination Lane Image and Video Generation Method for the Performance Evaluation of the Lane Departure Warning System ↗ · 2016 · Kwak, Jae-Ho et al. · indexed
681. Signal Quality Comparison of Wireless Dry and Wired Wet EEG Systems in Driving Conditions ↗ · 2025 · Kim, Seonghyeon et al. · indexed
682. A Radar-Based Door Open Warning Technology for Vehicle Active Safety ↗ · 2016 · Liu, Gui-Ru et al. · indexed
683. Current Approaches in HiL-Based ADAS Testing ↗ · 2016 · Feilhauer, Marius et al. · indexed
684. Characterizing Reliability of Three-version Traffic Sign Classifier System through Diversity Metrics ↗ · 2023 · Wen, Qiang et al. · indexed
685. Georeferenced Monocular Traffic Monitoring with Pseudo-Label Adaptation and Consistency Metrics ↗ · 2026 · Borau-Bernad, Javier et al. · indexed
686. Evaluation of Magnetic Markers as a Position Reference System for Ground Vehicle Guidance and Control ↗ · 2003 · Chan, Ching‐Yao et al. · indexed
687. Model Based Diagnostics for Vehicle Systems ↗ · 2000 · Pisu, Pierluigi et al. · indexed
688. Phase III (final) evaluation report : national evaluation of the FY01 earmark, area transportation authority of North Central Pennsylvania--regional GIS/ITS initiative. · 2009 · Burt, Matt et al. · archived
689. The Design of Remote and Digital Monitoring System of Public Bus ↗ · 2014 · Wang, Jing Feng · indexed
690. CertiFail at the ICST 2025 Tool Competition – Self-Driving Car Testing Track ↗ · 2025 · Malik, Fasih Munir et al. · indexed
691. Evaluation of Measurement Systems According to ISO/TS 16949 and Customer Specific Requirements ↗ · 2015 · Pllinta, Dariusz et al. · indexed
692. Development of a Rental Vehicle Tax Monitoring System Using the RAD Method and Automated Reminder Notifications ↗ · 2026 · Hapsari, Yulia et al. · indexed
693. Assessment of a 16-Channel Ambulatory Dry Electrode EEG for Remote Monitoring ↗ · 2023 · Shivaraja, Theeban Raj et al. · indexed
694. Automating FNOS Vehicle Network System-Level and Module-Level Testing ↗ · 2002 · Brown, Cary S. · indexed
695. Quality Traffic Information ↗ · 2010 · Fontan, Manuel et al. · indexed
696. Integrative framework for driver inattention detection and autonomous safety enhancement leveraging deep learning and blockchain network ↗ · 2026 · Nwankwo, Odinachi Udemezuo et al. · indexed
697. VALIDATION OF AN INSTRUMENTED MOUTHGUARD ↗ · 2022 · Jones, Christopher M. et al. · indexed
698. DevFuzz: Automatic Device Model-Guided Device Driver Fuzzing ↗ · 2023 · Wu, Yilun et al. · indexed
699. Developing a Machine-Learning-Based Automatic Incident Detection System for Traffic Safety: Promises and Limitations ↗ · 2024 · ElSahly, Osama et al. · indexed
700. Active Learning for Testing and Evaluation in Field Robotics: A Case Study in Autonomous, Off-Road Navigation ↗ · 2022 · Gregory, Jason M. et al. · indexed
701. Measures vs. analytic evaluation of response time of Networked Automation Systems ↗ · 2011 · Addad, B. et al. · indexed
702. Driving and the Heart Rate ↗ · 1967 · Leitner, Z. A. · indexed
703. Device Driver Generation and Checking Approach ↗ · 2011 · Macieira, Rafael M. et al. · indexed
704. Automated Motion Heatmap Generation for Bridge Navigation Watch Monitoring System ↗ · 2022 · Gokcek, Veysel et al. · indexed
705. Demodulation based testing of off-chip driver performance ↗ · 2005 · Daehn, W. · indexed
706. Development of a Real-Time Arterial Performance Monitoring System Using Traffic Data Available from Existing Signal Systems ↗ · 2008 · Liu, Henry et al. · indexed
707. Online calibration with SUMO for network-wide traffic and emission monitoring – Case study ITS Huainan · 2022 · Flötteröd, Yun-Pang et al. · archived
708. Proposed Testing Infrastructure for Automation of the GPU Chip Validation: Leading to Painless Driver Development ↗ · 2013 · Kulkarni, Akash · indexed
709. Unfamiliar Face Matching With Driving Licence and Passport Photographs ↗ · 2019 · Kramer, Robin S. S. et al. · indexed
710. An Automated System for Accumulating Count Recorder (ACR) Field Data Collection · 1994 · Li, ShiFeng et al. · archived
711. Hardware-In-the-Loop Testing of Automotive Control Systems ↗ · 2006 · Sorniotti, Aldo et al. · indexed
712. Calibre - A Novel Approach to Assessment of Software Test Effectiveness and Efficiency ↗ · 2021 · Abhyankar, Ranjit Vinayak · indexed
713. Study protocol for evaluating automation of systematic review processes with EPPI-Reviewer and Copilot 365 in updating the cataract evidence gap map ↗ · 2026 · Virendrakumar, Bhavisha et al. · indexed
714. Feasibility of a Drone-Based Road Network Inspection System ↗ · 2024 · Szilágyi, Dávid et al. · indexed
715. Automating test driver generation (airborne software) ↗ · 2002 · Dehlin, G.L. · indexed
716. Commercially driven automated rail vehicle inspection ↗ · 2008 · Fry, K. et al. · indexed
717. Automated Test Request and Data Acquisition System for Vehicle Emission Testing ↗ · 1997 · Correa, Colt et al. · indexed
718. COMPARATIVE ACCURACY OF IN-SITU NUCLEAR DENSITY TESTING ↗ · 1983 · Ishai, I et al. · indexed
719. Adapting construction staking to modern technology : final report. · 2017 · El-Gohary, Nora et al. · archived
720. Heavy Duty Testing Cycles: Survey and Comparison ↗ · 1994 · Bata, Reda et al. · indexed
721. An End-of-Line Test System for Pneumatic ABS Controllers in Commercial Vehicles ↗ · 2022 · Xu, Jun et al. · indexed
722. Testing the Real Capacity of the Battery · 2025 · Csikós, Flórián et al. · archived
723. Cost analysis of the Mercedes-Benz occupant detection system for air bag shut-off · 1997 · Ludtke, N. et al. · archived
724. Preliminary Development of a Test Method for Obstacle Detection and Avoidance in Industrial Environments ↗ · 2016 · Norton, Adam et al. · indexed
725. Design, framework and benchmark of safety monitors for black-box classifiers ↗ · 2026 · Khokhar, Fahad Ahmed et al. · indexed
726. Laboratory tests results of a measuring station for plate bearing tests of road structures ↗ · 2021 · National Transport University et al. · indexed
727. Software for Testing Alternators of Heavy-Duty Trucks and Cars ↗ · 2012 · Lyubimov, Eduard et al. · indexed
728. Driving photomask supplier quality through automation ↗ · 2007 · Russell, Drew et al. · indexed
729. Scenario-Driven Synthetic Data Generation Framework for Visual Perception Evaluation Under Adverse Driving Conditions. ↗ · 2026 · Xu W et al. · indexed
730. A Real-Time Mismatch Detection Method for Underwater Database-Referenced Navigation ↗ · 2019 · Dai, Tian et al. · indexed
731. 50 Ω driver circuits for digital signals: Revised test board and new measurement data ↗ · 2024 · Küpper, Tilman · indexed
732. Codevelopment and Deployment of a System for the Telemonitoring of Activities of Daily Living Among Older Adults Receiving Home Care Services: Protocol for an Action Design Research Study (Preprint) ↗ · 2023 · Lussier, Maxime et al. · indexed
733. Assessing the validity of driver gene identification tools for targeted genome sequencing data ↗ · 2024 · Rojas-Rodriguez, Felipe et al. · indexed
734. Pre‐Selection of Overloaded Vehicles ↗ · 2009 · Jacob, Bernard et al. · indexed
735. Practices Evaluated and Approaches Used to Select Sites for Monitoring the Application of Best Management Practices: A Regional Summary ↗ · 2007 · Phillips, Michael J. et al. · indexed
736. Comprehensive integration of mental health screening and triage with mental performance services through a sport science hub model in collegiate sport ↗ · 2026 · Stamatis, Andreas et al. · indexed
737. Detecting Midjourney-Generated Images: An Eye-Tracking Study ↗ · 2025 · de Winter, Joost C. F. et al. · indexed
738. Fully Synthetic Pedestrian Anomaly Behavior Dataset Generation in Metaverse for Enhancing Autonomous Driving Object Detection ↗ · 2024 · Aung, Nang Htet Htet et al. · indexed
739. Testing Equivalence with Repeated Measures: Tests of the Difference Model of Two-Alternative Forced-Choice Performance ↗ · 2011 · García-Pérez, Miguel A. et al. · indexed
740. Supporting the Synthesis of Validation Environments for Cross-System Generation Validation by Using MBSE Methodologies: Development of an initial approach using the example of the validation of a cyber-physical system “car brake system” based on the design of a component connection in a validation environment ↗ · 2025 · Grycz, Patrick et al. · indexed
741. Improved Open-World Fingerprinting Increases Threat to Streaming Video Privacy but Realistic Scenarios Remain Difficult ↗ · 2025 · Walsh, Timothy et al. · indexed
742. The Use of Semi-Automated Method for Assessing the Horizontal Positional Accuracy of Google Earth imagery ↗ · 2018 · Adam, Sarhat M. et al. · indexed
743. PDS-UAV: A Deep Learning-Based Pothole Detection System Using Unmanned Aerial Vehicle Images ↗ · 2024 · Alzamzami, Ohoud et al. · indexed
744. An Edge Traffic Flow Detection Scheme Based on Deep Learning in an Intelligent Transportation System ↗ · 2020 · Chen, Chen et al. · indexed
745. Forecast of Applied Effect for Truck Real-Time Dispatch System in Open-Pit Mine Based on CSUSS ↗ · 2010 · Li, Jiangang et al. · indexed
746. Constraining Relative Camera Pose Estimation with Pedestrian Detector-Based Correspondence Filters · 2019 · Aldea, Emanuel et al. · archived
747. Comparative Analysis of YOLO-Based Algorithms for Vehicle Detection in Aerial Imagery · 2025 · Dustali, Amin et al. · archived
748. A Serial Driver Module for the CAMAC Serial Highway System ↗ · 1976 · Machen, Donald R. et al. · indexed
749. 2007 – 2009 Oklahoma Department of Transportation Sprayer Equipment Assessment &amp; Calibration Workshops · 2009 · Evans, Craig C et al. · archived
750. Development of contactless measurement device for overhead contact line ↗ · 2021 · Matsumura, Itaru et al. · indexed
751. Testing ZigBee Motes for Monitoring Refrigerated Vegetable Transportation under Real Conditions ↗ · 2010 · Ruiz-Garcia, Luis et al. · indexed
752. The Design and Implementation of Removable Storage Device Monitoring System Based on WDM Filter Driver ↗ · 2010 · Li, Shaobo et al. · indexed
753. Automotive SPICE in Practice: Surviving Implementation and Assessment ↗ · 2008 · Hoermann, K. et al. · indexed
754. Testing the Level-1 Data Driver Card for the New Small Wheel of the ATLAS detector ↗ · 2017 · Mesolongitis, Ioannis P. et al. · indexed
755. Operational State Monitoring of 10kV Manual Switches Based on Joint Driving of Expert Knowledge and Monitoring Data ↗ · 2025 · Wang, Xisheng et al. · indexed
756. Automatic Monitoring of Photovoltaic Cells Performance on Solar Aircraft ↗ · 2012 · Sahwee, Zulhilmy et al. · indexed
757. UAV-Borne Dual-Band Sensor Method for Monitoring Physiological Crop Status ↗ · 2019 · Yao, Lili et al. · indexed
758. Design, Analysis and Application of Single-Wheel Test Bench for All-Electric Antilock Braking System in Electric Vehicles ↗ · 2021 · Xiangdang, XUE et al. · indexed
759. Understanding the Domain Gap in LiDAR Object Detection Networks · 2022 · Richter, Jasmine et al. · archived
760. Comparison of Srtm and Aster Derived Elevation Models Along Ali Ethiopia - Deghamedo and Abala - Irepti Road Corridors ↗ · 2025 · Shiferaw, Gadisa · indexed
761. Enhancement of Ecological Field Experimental Research by Means of UAV Multispectral Sensing ↗ · 2019 · Díaz-Delgado, Ricardo et al. · indexed
762. An AI-Powered Monitoring System for Employee Mental Health and Wellbeing in the Workplace ↗ · 2025 · Hussain, Dilbar et al. · indexed
763. Site selection plan and installation guidelines for a nationwide differential GPS service · 1997 · Ketchum, Ronald L. et al. · archived
764. The driver/receiver conflict problem in interconnect testing with boundary-scan ↗ · 2002 · Jin, L. · indexed
765. Multispectral Sensor Fusion and YOLO-Family Benchmarking in PCB Component Detection: Challenges, State of the Art, and Future Directions ↗ · 2026 · Zhou, Xinglong et al. · indexed
766. DriverJar: Lightweight Device Driver Isolation for ARM ↗ · 2023 · Wu, Huamao et al. · indexed
767. Validating an IoT implementation framework for supporting industry 4.0 in SMEs: a Delphi and focus group approach ↗ · 2025 · Abdulaziz, Qusay Adnan et al. · indexed
768. Real-time validation and comparison of fuzzy identification and state-space identification for a UAV platform ↗ · 2006 · Salman, Shaaban A. et al. · indexed
769. A survey of practical adversarial example attacks ↗ · 2018 · Sun, Lu et al. · indexed
770. DIGITAL CAMERA CALIBRATION USING IMAGES TAKEN FROM AN UNMANNED AERIAL VEHICLE ↗ · 2012 · Pérez, M. et al. · indexed
771. Possible use of unmanned aerial vehicle for soil erosion assessment ↗ · 2017 · Gafurov, A.M. · indexed
772. Machine Learning-Aided Optical Performance Monitoring Techniques: A Review ↗ · 2022 · Tizikara, Dativa K. et al. · indexed
773. Finding Device Driver Bugs With Fuzzing PCIe Configuration Input ↗ · 2025 · Boo, Kyungwook et al. · indexed
774. Development of the driver of data acquisition card for embedded operating system WinCE6.0 ↗ · 2011 · Lili Liu et al. · indexed
775. Align the GAP: Prior-Based Unified Multi-task Remote Physiological Measurement Framework For Domain Generalization and Personalization ↗ · 2026 · Wang, Jiyao et al. · indexed
776. In-service performance monitoring of a CFRP reinforced HPC bridge deck. · 2010 · Sipple, Jesse et al. · archived
777. The Instrumented Oil Field and Emerging Measurement Technologies ↗ · 2003 · Johnston, David H. et al. · indexed
778. Monitoring Lake Okeechobee Harmful Algal Bloom populations and dynamics with a long-duration Autonomous Surface Vehicle · 2023 · Xomchuk, Veronica Ruiz et al. · archived
779. Achieving High-Integrity Software Quality and Security through Automated Code Analysis, Testing, and Advanced Code Coverage with the LDRA Tool Suite ↗ · 2025 · Niharika, Nakod · indexed
780. Optimization of False Target Jamming against UAV Detection ↗ · 2022 · Su, Zheng-Lian et al. · indexed
781. Test-driven development of consumer electronics device drivers: A user-level device driver approach ↗ · 2015 · Yoo, Seehwan et al. · indexed
782. Development of a read out driver for ATLAS micromegas based on the Scalable Readout System ↗ · 2014 · Zibell, A · indexed
783. Testing LCD Source Driver IC with Built-on-Scribe-Line Test Circuitry ↗ · 2008 · Huang, Jui-Jer et al. · indexed
784. Multitemporal Chlorophyll Mapping in Pome Fruit Orchards from Remotely Piloted Aircraft Systems ↗ · 2019 · Vanbrabant, Yasmin et al. · indexed
785. Detailed Analysis of U.S. Department of Energy Engine Targets Compared to Existing Engine Technologies ↗ · 2020 · Islam, Ehsan et al. · indexed
786. Design and Validation of Wireless Priority Service for VoLTE over IMS in Emergency Communication Networks ↗ · 2025 · Agarwal, Bikash et al. · indexed
787. The design of PXI IF digitizer device driver based on WDM ↗ · 2015 · Yang Zhixing · indexed
788. Understanding Farmers' Data Collection Practices on Small-to-Medium Farms for the Design of Future Farm Management Information Systems ↗ · 2024 · Friedman, Natalie et al. · indexed
789. A Comparative Analysis of UAV-RTK and UAV-PPK Methods in Mapping Different Surface Types ↗ · 2021 · EKER, Remzi et al. · indexed
790. Data extraction methods for systematic review (semi)automation: A living review protocol ↗ · 2020 · Schmidt, Lena et al. · indexed
791. ac driving amplitude dependent systematic error in scanning Kelvin probe microscope measurements: Detection and correction ↗ · 2006 · Wu, Yan et al. · indexed
792. Fiber-Optic Bragg System for the Dynamic Weighing of Municipal Waste: A Pilot Study ↗ · 2021 · Fajkus, Marcel et al. · indexed
793. Drift Characteristics of Sea-Bird Dissolved Oxygen Optode Sensors ↗ · 2023 · Ren, Alice S. et al. · indexed
794. Optimizing UAV-based uncooled thermal cameras in field conditions for precision agriculture · 2024 · Wan, Quanxing et al. · archived
795. Drill‐Through Casing Driver Drilling Method for Construction of Monitoring Wells in Coarse, Unconsolidated Sediments ↗ · 1988 · Woessner, William W. · indexed
796. A Robust YOLOv8-Based Framework for Real-Time Melanoma Detection and Segmentation with Multi-Dataset Training ↗ · 2025 · Albahli, Saleh · indexed
797. Real time intelligent garbage monitoring and efficient collection using Yolov8 and Yolov5 deep learning models for environmental sustainability ↗ · 2025 · Abo-Zahhad, Mohammed M. et al. · indexed
798. Characterizing Attacks on Deep Reinforcement Learning ↗ · 2019 · Pan, Xinlei et al. · indexed
799. Molecular Dynamics-Based Modeling of Ion-Neutral Collisions in an Open Ion Trajectory Simulation Framework ↗ · 2023 · Rajkovic, Michelle et al. · indexed
800. GATE THRESHOLD VOLTAGE MEASUREMENT METHOD FOR SIC MOSFET WITH CURRENT-SOURCE GATE DRIVER ↗ · 2021 · Wang, X. et al. · indexed
801. Evaluation of Biodiesel Blends on the Performance and Emissions of a Common-Rail Light-Duty Engine and Vehicle ↗ · 2009 · Kousoulidou, Marina et al. · indexed
802. Physics-Constrained PROSAIL-cGAN Approach for Spectral Sample Augmentation and LAI Inversion of Winter Wheat ↗ · 2025 · Yihang, LU et al. · indexed
803. Monitoring Short-Term Morphobathymetric Change of Nearshore Seafloor Using Drone-Based Multispectral Imagery ↗ · 2022 · Alevizos, Evangelos et al. · indexed
804. Differential Evolution for Finite Element Model Updating: Algorithm and Application in Structural Analysis · 2024 · Abu Abed, Wassim · archived
805. Clinical utility of comprehensive genomic profiling versus Oncomine Dx target test in pathological stage II–III non-small cell lung cancer ↗ · 2025 · Yano, Kaito et al. · indexed
806. Optimizing Network Performance: A Comparative Analysis of EIGRP, OSPF, and BGP in IPv6-Based Load-Sharing and Link-Failover Systems ↗ · 2024 · Shahid, Kamal et al. · indexed
807. Evaluation of quantitative polymerase chain reaction for detecting BRCA1 or BRCA2 copy number loss in high-grade serous ovarian cancer ↗ · 2026 · Oswald, A. J. et al. · indexed
808. In-Service EV Battery Life Extension Through Feasible Remanufacturing ↗ · 2016 · Groenewald, J. et al. · indexed
809. Case Studies and Practical Application of Key Measurement for Electric Vehicle Circuit Inspection: Intelligent, Data-Driven Diagnostic Systems ↗ · 2026 · Fei, Xiaotao et al. · indexed
810. Impact of 3D cloud structures on the atmospheric trace gas products from UV–Vis sounders – Part 2: Impact on NO₂ retrieval and mitigation strategies ↗ · 2022 · Yu, H. et al. · indexed
811. MSEF-Cancer: A Multi-Representation Stacked Ensemble Framework for Transparent Anticancer Virtual Screening ↗ · 2026 · Archpaul, Jenefa et al. · indexed
812. Webpage Tamper-resistant Strategy Based on File System Filter Driver and Event-triggered ↗ · 2013 · Wang, Zhenqi et al. · indexed
813. Design and application of CMOS device driver based on S3C2440 ↗ · 2011 · Kuang Shunming et al. · indexed
814. Approaching the critical point through an exact ground-state evolution ↗ · 2026 · Lin, Jun-Hao et al. · indexed
815. Accurate Interpretation of Urban Mangrove Stand Structure Based on Low-altitude Unmanned Aerial Vehicle System ↗ · 2023 · Shen, Xiaoxue et al. · indexed
816. Topic model for four-top at the LHC ↗ · 2020 · Alvarez, Ezequiel et al. · indexed
817. Research on Fishery Water Quality Detection System of Unmanned Aerial Vehiclee ↗ · 2019 · Cheng, Lei · indexed
818. In Situ Calibration of Optode-Based Oxygen Sensors ↗ · 2008 · Uchida, Hiroshi et al. · indexed
819. Holistic Testing and Characterization of Commercial 18650 Lithium-Ion Cells ↗ · 2024 · Zatta, Nicolò et al. · indexed
820. A Decentralized  Authentication Scheme for Smart Factory based on Blockchain ↗ · 2024 · Cao, Zhong et al. · indexed
821. AI-Powered System for an Efficient and Effective Cyber Incidents Detection and Response in Cloud Environments ↗ · 2025 · Farzaan, Mohammed Ashfaaq M. et al. · indexed
822. A Review on the Assessment of Injection Characteristics and Energy Levels for CNG and Hydrogen Gas Injectors ↗ · 2021 · SHINDE, BALU et al. · indexed
823. SA-LES-Dedup: Similarity-Aware Lightweight Encrypted Block Deduplication for Cloud–Edge Storage ↗ · 2026 · Liu, Shuke · indexed
824. Systematic Review of Artificial Intelligence Decoders for Topological Quantum Error Correction ↗ · 2026 · Amponsah, Elliot et al. · indexed
825. A review on processing and properties of aluminum based metal matrix composites ↗ · 2024 · Namdev, Nagaraj et al. · indexed
826. Screening and Verification of TPM1 and CALD1 Related to Diagnosis and Prognosis of Bladder Cancer ↗ · 2021 · Yang, ZHAO et al. · indexed
827. Empowering Sustainability: The Crucial Role of IoT-Enabled Distributed Learning Systems in Reducing Carbon Footprints ↗ · 2025 · Anjana M, S et al. · indexed