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Driver Stress State Evaluation by Means of Thermal Imaging: A Supervised Machine Learning Approach Based on ECG Signal
9 references·3 citing·52 second hop
Driver Stress State Evaluation by Means of Thermal Imaging: A Supervised Machine Learning Approach Based on ECG Signal (2020)Driver Stress State Evaluation by Means o…Thermal Infrared Imaging-Based Affective Computing and Its Application to Facilitate Human Robot Interaction: A Review (2020)Thermal Infrared Imaging-Base…Driver’s fatigue recognition based on yawn detection in thermal images (2019)Driver’s fatigue recognition …A Review of Psychophysiological Measures to Assess Cognitive States in Real-World Driving (2019)A Review of Psychophysiologic…Automatic driver sleepiness detection using EEG, EOG and contextual information (2018)Automatic driver sleepiness d…Happy-anger emotions classifications from electrocardiogram signal for automobile driving safety and awareness (2017)Happy-anger emotions classifi…Detecting driving stress in physiological signals based on multimodal feature analysis and kernel classifiers (2017)Detecting driving stress in p…Driver stress level detection using HRV analysis (2015)Driver stress level detection…StressCam (2005)StressCamDetecting Stress During Real-World Driving Tasks Using Physiological Sensors (2005)Detecting Stress During Real-…Classification of Drivers’ Mental Workload Levels: Comparison of Machine Learning Methods Based on ECG and Infrared Thermal Signals (2022)Classification of Drivers’ Me…Automated Affective Computing Based on Bio-Signals Analysis and Deep Learning Approach (2022)Automated Affective Computing…On Driver Behavior Recognition for Increased Safety: A Roadmap (2020)On Driver Behavior Recognitio…NHTSA DRIVER DISTRACTION RESEARCH: PAST, PRESENT, AND FUTURE (2001)Monitoring of mental workload levels during an everyday life office-work scenario (2011)A Critical Review of Proactive Detection of Driver Stress Levels Based on Multimodal Measurements (2018)Multimodal Features for Detection of Driver Stress and Fatigue: Review (2020)Evolutionary inspired approach for mental stress detection using EEG signal (2022)Frustrating the user on purpose: a step toward building an affective computer (2002)Seeing through the face of deception (2002)DeepBreath: Deep learning of breathing patterns for automatic stress recognition using low-cost thermal imaging in unconstrained settings (2017)DeepBreath: Deep learning of breathing patterns for automatic stress recognition using low-cost thermal imaging in unconstrained settings (2018)A Review on Automatic Facial Expression Recognition Systems Assisted by Multimodal Sensor Data (2019)Coefficient Alpha and the Internal Structure of Tests (1951)Inferring psychological significance from physiological signals. (1990)Toward machine emotional intelligence: analysis of affective physiological state (2001)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)Introducing WESAD, a Multimodal Dataset for Wearable Stress and Affect Detection (2018)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)Driver distraction: The effects of concurrent in-vehicle tasks, road environment complexity and age on driving performance (2005)Objective measures, sensors and computational techniques for stress recognition and classification: A survey (2012)Measuring acute stress response through physiological signals: towards a quantitative assessment of stress (2018)Identification and classification of construction equipment operators' mental fatigue using wearable eye-tracking technology (2019)EEG-based emotion recognition using simple recurrent units network and ensemble learning (2020)Emotion recognition system using short-term monitoring of physiological signals (2004)Emotion recognition based on physiological changes in music listening (2008)Measurement of multimodal physiological signals for stimulation detection by wearable devices (2021)A comparison of emotion recognition system using electrocardiogram (ECG) and photoplethysmogram (PPG) (2022)A Review of AI Cloud and Edge Sensors, Methods, and Applications for the Recognition of Emotional, Affective and Physiological States (2022)Subjective and Objective Sleepiness in the Active Individual (1990)An overview of sleepiness and accidents (1995)Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness (2012)Assessment of the Potential of Wrist-Worn Wearable Sensors for Driver Drowsiness Detection (2020)Recognising situation awareness associated with different workloads using EEG and eye-tracking features in air traffic control tasks (2022)Machine learning and deep learning techniques for driver fatigue and drowsiness detection: a review (2023)Real-Time Eye, Gaze, and Face Pose Tracking for Monitoring Driver Vigilance (2002)Driver Fatigue Detection: A Survey (2006)Hybrid computer vision system for drivers' eye recognition and fatigue monitoring (2013)EDDD: Event-Based Drowsiness Driving Detection Through Facial Motion Analysis With Neuromorphic Vision Sensor (2020)A review of driver fatigue detection and its advances on the use of RGB-D camera and deep learning (2022)A systematic review of physiological signals based driver drowsiness detection systems (2022)Drives and the C. N. S. (conceptual nervous system). (1955)Measures of emotion: A review (2009)Choosing Prediction Over Explanation in Psychology: Lessons From Machine Learning (2017)Detecting fatigue in car drivers and aircraft pilots by using non-invasive measures: The value of differentiation of sleepiness and mental fatigue (2020)The Validity of Physiological Measures to Identify Differences in Intrinsic Cognitive Load (2021)Detecting driver fatigue using heart rate variability: A systematic review (2022)Cognitive, social, and physiological determinants of emotional state. (1962)An argument for basic emotions (1992)Social robots for education: A review (2018)Human Emotions Recognition, Analysis and Transformation by the Bioenergy Field in Smart Grid Using Image Processing (2022)Application of Social Robots in Healthcare: Review on Characteristics, Requirements, Technical Solutions (2023)Dual-TBNet: Improving the Robustness of Speech Features via Dual-Transformer-BiLSTM for Speech Emotion Recognition (2023)Verbal and spatial immediate memory span: Normative data from 1355 adults and 1112 children (1987)Measuring mental workload using physiological measures: A systematic review (2018)
this work references cited by second hop

References

  • 2005Detecting Stress During Real-World Driving Tasks Using Physiological Sensors2,205 cited
  • 2019A Review of Psychophysiological Measures to Assess Cognitive States in Real-World Driving349 cited
  • 2017Detecting driving stress in physiological signals based on multimodal feature analysis and kernel classifiers245 cited
  • 2005StressCam230 cited
  • 2015Driver stress level detection using HRV analysis149 cited
  • 2018Automatic driver sleepiness detection using EEG, EOG and contextual information145 cited
  • 2020Thermal Infrared Imaging-Based Affective Computing and Its Application to Facilitate Human Robot Interaction: A Review119 cited
  • 2019Driver’s fatigue recognition based on yawn detection in thermal images107 cited
  • 2017Happy-anger emotions classifications from electrocardiogram signal for automobile driving safety and awareness64 cited

Cited by

  • 2022Classification of Drivers’ Mental Workload Levels: Comparison of Machine Learning Methods Based on ECG and Infrared Thermal Signals63 cited
  • 2020On Driver Behavior Recognition for Increased Safety: A Roadmap55 cited
  • 2022Automated Affective Computing Based on Bio-Signals Analysis and Deep Learning Approach40 cited

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