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CAT-CapsNet: A Convolutional and Attention Based Capsule Network to Detect the Driver’s Distraction
16 references·2 citing·36 second hop
CAT-CapsNet: A Convolutional and Attention Based Capsule Network to Detect the Driver’s Distraction (2023)CAT-CapsNet: A Convolutional and Attentio…Distracted driving detection based on the fusion of deep learning and causal reasoning (2022)Distracted driving detection …Automatic driver distraction detection using deep convolutional neural networks (2022)Automatic driver distraction …Towards a Context-Dependent Multi-Buffer Driver Distraction Detection Algorithm (2021)Towards a Context-Dependent M…Driver Distraction Detection Using Octave-Like Convolutional Neural Network (2021)Driver Distraction Detection …Distracted Driver Detection Based on a CNN With Decreasing Filter Size (2021)Distracted Driver Detection B…Towards Computationally Efficient and Realtime Distracted Driver Detection With MobileVGG Network (2020)Towards Computationally Effic…Distracted driver detection by combining in-vehicle and image data using deep learning (2020)Distracted driver detection b…A Hybrid Deep Learning Approach for Driver Distraction Detection (2020)A Hybrid Deep Learning Approa…A deep learning-based driver distraction identification framework over edge cloud (2020)A deep learning-based driver …Driver Distraction Identification with an Ensemble of Convolutional Neural Networks (2019)Driver Distraction Identifica…Drive-Net: Convolutional Network for Driver Distraction Detection (2018)Drive-Net: Convolutional Netw…Detection of Distracted Driver Using Convolutional Neural Network (2018)Detection of Distracted Drive…Detecting distraction of drivers using Convolutional Neural Network (2018)Detecting distraction of driv…Visual-Manual Distraction Detection Using Driving Performance Indicators With Naturalistic Driving Data (2017)Visual-Manual Distraction Det…Real-time Distracted Driver Posture Classification (2017)Real-time Distracted Driver P…Driver Behavior Analysis for Safe Driving: A Survey (2015)Driver Behavior Analysis for …Driver Distraction Behavior Recognition for Autonomous Driving: Approaches, Datasets and Challenges (2024)Driver Distraction Behavior R…CBAM VGG16: An efficient driver distraction classification using CBAM embedded VGG16 architecture (2024)CBAM VGG16: An efficient driv…Effects of visual and cognitive load in real and simulated motorway driving (2005)Driver Inattention Monitoring System for Intelligent Vehicles: A Review (2011)Detecting Driver Drowsiness Based on Sensors: A Review (2012)Driver Fatigue Detection Systems: A Review (2018)Heart Rate Variability-Based Driver Drowsiness Detection and Its Validation With EEG (2018)Real-Time Driver-Drowsiness Detection System Using Facial Features (2019)Takeover Time in Highly Automated Vehicles: Noncritical Transitions to and From Manual Control (2017)Real‐time detection of distracted driving based on deep learning (2018)A Survey on Driver Behavior Analysis From In-Vehicle Cameras (2021)Application of support vector machines in financial time series forecasting (2001)Financial time series forecasting using support vector machines (2003)Detection of driver manual distraction via image-based hand and ear recognition (2020)Survey and Synthesis of State of the Art in Driver Monitoring (2021)Driver distraction and in-vehicle interventions: A driving simulator study on visual attention and driving performance (2023)Active Affective State Detection and User Assistance With Dynamic Bayesian Networks (2004)Visual Analysis of Eye State and Head Pose for Driver Alertness Monitoring (2013)Classification of Driver Distraction: A Comprehensive Analysis of Feature Generation, Machine Learning, and Input Measures (2019)Driver distraction and driver inattention: Definition, relationship and taxonomy (2011)Driver Distraction Detection Using Semi-Supervised Machine Learning (2015)A survey on vision-based driver distraction analysis (2021)Comprehensive study of driver behavior monitoring systems using computer vision and machine learning techniques (2024)Real-Time Eye, Gaze, and Face Pose Tracking for Monitoring Driver Vigilance (2002)Driver Activity Recognition for Intelligent Vehicles: A Deep Learning Approach (2019)A review of driver fatigue detection and its advances on the use of RGB-D camera and deep learning (2022)Detecting and recognizing driver distraction through various data modality using machine learning: A review, recent advances, simplified framework and open challenges (2014–2021) (2022)Driver Drowsiness Detection System Based on Feature Representation Learning Using Various Deep Networks (2017)Multimodal driver distraction detection using dual-channel network of CNN and Transformer (2023)Quantitative Identification of Driver Distraction: A Weakly Supervised Contrastive Learning Approach (2023)Vision-Language Models Can Identify Distracted Driver Behavior From Naturalistic Videos (2024)Real-time Driver Drowsiness Detection for Android Application Using Deep Neural Networks Techniques (2018)Driver behavior detection and classification using deep convolutional neural networks (2020)Real-time driver distraction recognition: A hybrid genetic deep network based approach (2022)HCF: A Hybrid CNN Framework for Behavior Detection of Distracted Drivers (2020)Driver Distraction Detection Methods: A Literature Review and Framework (2021)Intelligent In‐Vehicle Interaction Technologies (2021)Review and Perspectives on Driver Digital Twin and Its Enabling Technologies for Intelligent Vehicles (2022)
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References

  • 2015Driver Behavior Analysis for Safe Driving: A Survey404 cited
  • 2019Driver Distraction Identification with an Ensemble of Convolutional Neural Networks307 cited
  • 2017Real-time Distracted Driver Posture Classification193 cited
  • 2018Detection of Distracted Driver Using Convolutional Neural Network184 cited
  • 2018Detecting distraction of drivers using Convolutional Neural Network138 cited
  • 2020Towards Computationally Efficient and Realtime Distracted Driver Detection With MobileVGG Network103 cited
  • 2021Distracted Driver Detection Based on a CNN With Decreasing Filter Size96 cited
  • 2020Distracted driver detection by combining in-vehicle and image data using deep learning94 cited
  • 2017Visual-Manual Distraction Detection Using Driving Performance Indicators With Naturalistic Driving Data92 cited
  • 2022Automatic driver distraction detection using deep convolutional neural networks92 cited
  • 2020A Hybrid Deep Learning Approach for Driver Distraction Detection84 cited
  • 2018Drive-Net: Convolutional Network for Driver Distraction Detection72 cited
  • 2021Driver Distraction Detection Using Octave-Like Convolutional Neural Network66 cited
  • 2022Distracted driving detection based on the fusion of deep learning and causal reasoning59 cited

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  • 2021Towards a Context-Dependent Multi-Buffer Driver Distraction Detection Algorithm56 cited
  • 2020A deep learning-based driver distraction identification framework over edge cloud47 cited
  • Cited by

    • 2024Driver Distraction Behavior Recognition for Autonomous Driving: Approaches, Datasets and Challenges44 cited
    • 2024CBAM VGG16: An efficient driver distraction classification using CBAM embedded VGG16 architecture44 cited