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1901.09097
Cited By

Driver Distraction Identification with an Ensemble of Convolutional
Neural Networks

Driver Distraction Identification with an Ensemble of Convolutional Neural Networks

22 January 2019

Hesham M. Eraqi

Yehya Abouelnaga

Mohamed Moustafa

ArXiv (abs)PDF HTML

Papers citing "Driver Distraction Identification with an Ensemble of Convolutional Neural Networks"

27 / 27 papers shown

V-SenseDrive: A Privacy-Preserving Road Video and In-Vehicle Sensor Fusion Framework for Road Safety & Driver Behaviour Modelling

V-SenseDrive: A Privacy-Preserving Road Video and In-Vehicle Sensor Fusion Framework for Road Safety & Driver Behaviour Modelling

Muhammad Naveed

122

0

0

18 Sep 2025

Sage Deer: A Super-Aligned Driving Generalist Is Your Copilot

Sage Deer: A Super-Aligned Driving Generalist Is Your Copilot

...

343

2

0

15 May 2025

Cross-Camera Distracted Driver Classification through Feature Disentanglement and Contrastive Learning

Cross-Camera Distracted Driver Classification through Feature Disentanglement and Contrastive Learning

Paolo Napoletano

394

0

0

20 Nov 2024

DSDFormer: An Innovative Transformer-Mamba Framework for Robust
High-Precision Driver Distraction Identification

DSDFormer: An Innovative Transformer-Mamba Framework for Robust High-Precision Driver Distraction Identification

Zirui Zhang

329

5

0

09 Sep 2024

BB-Patch: BlackBox Adversarial Patch-Attack using Zeroth-Order
Optimization

BB-Patch: BlackBox Adversarial Patch-Attack using Zeroth-Order Optimization

Satyadwyoom Kumar

Arun Balaji Buduru

313

1

0

09 May 2024

Explainable Interface for Human-Autonomy Teaming: A Survey

Explainable Interface for Human-Autonomy Teaming: A Survey

Antonios Tsourdos

Adolfo Perrusquía

Andreas Wikander

343

13

0

04 May 2024

Density-Guided Label Smoothing for Temporal Localization of Driving
Actions

Density-Guided Label Smoothing for Temporal Localization of Driving Actions

Peter H. N. de With

239

5

0

11 Mar 2024

Transformer-based Fusion of 2D-pose and Spatio-temporal Embeddings for
Distracted Driver Action Recognition

Transformer-based Fusion of 2D-pose and Spatio-temporal Embeddings for Distracted Driver Action Recognition

Peter H. N. de With

303

8

0

11 Mar 2024

PoseViNet: Distracted Driver Action Recognition Framework Using
Multi-View Pose Estimation and Vision Transformer

PoseViNet: Distracted Driver Action Recognition Framework Using Multi-View Pose Estimation and Vision Transformer

191

4

0

22 Dec 2023

Enhancing Cross-Dataset Performance of Distracted Driving Detection With Score Softmax Classifier And Dynamic Gaussian Smoothing Supervision

Enhancing Cross-Dataset Performance of Distracted Driving Detection With Score Softmax Classifier And Dynamic Gaussian Smoothing SupervisionIEEE Transactions on Intelligent Vehicles (TIV), 2023

442

7

0

08 Oct 2023

Using Visual and Vehicular Sensors for Driver Behavior Analysis: A
Survey

Using Visual and Vehicular Sensors for Driver Behavior Analysis: A Survey

Bikram Adhikari

130

5

0

25 Aug 2023

AIDE: A Vision-Driven Multi-View, Multi-Modal, Multi-Tasking Dataset for
Assistive Driving Perception

AIDE: A Vision-Driven Multi-View, Multi-Modal, Multi-Tasking Dataset for Assistive Driving PerceptionIEEE International Conference on Computer Vision (ICCV), 2023

Dingkang Yang

...

Jing Liu

Peng Zhai

Lihua Zhang

310

69

0

26 Jul 2023

Vision-Language Models can Identify Distracted Driver Behavior from
Naturalistic Videos

Vision-Language Models can Identify Distracted Driver Behavior from Naturalistic Videos

Mohammed Shaiqur Rahman

Senem Velipasalar

497

47

0

16 Jun 2023

Robust Multiview Multimodal Driver Monitoring System Using Masked
Multi-Head Self-Attention

Robust Multiview Multimodal Driver Monitoring System Using Masked Multi-Head Self-Attention

Devesh Upadhyay

173

10

0

13 Apr 2023

Ensemble Learning for Fusion of Multiview Vision with Occlusion and
Missing Information: Framework and Evaluations with Real-World Data and
Applications in Driver Hand Activity Recognition

Ensemble Learning for Fusion of Multiview Vision with Occlusion and Missing Information: Framework and Evaluations with Real-World Data and Applications in Driver Hand Activity Recognition

Mohan M. Trivedi

191

11

0

30 Jan 2023

(Safe) SMART Hands: Hand Activity Analysis and Distraction Alerts Using
a Multi-Camera Framework

(Safe) SMART Hands: Hand Activity Analysis and Distraction Alerts Using a Multi-Camera Framework

Mohan M. Trivedi

299

6

0

14 Jan 2023

Dynamic Conditional Imitation Learning for Autonomous Driving

Dynamic Conditional Imitation Learning for Autonomous Driving

Hesham M. Eraqi

Mohamed Moustafa

144

23

0

17 Nov 2022

Real-Time Driver Monitoring Systems through Modality and View Analysis

Real-Time Driver Monitoring Systems through Modality and View Analysis

Devesh Upadhyay

161

6

0

17 Oct 2022

ViT-DD: Multi-Task Vision Transformer for Semi-Supervised Driver
Distraction Detection

ViT-DD: Multi-Task Vision Transformer for Semi-Supervised Driver Distraction Detection

424

25

0

19 Sep 2022

Detection of Distracted Driver using Convolution Neural Network

Detection of Distracted Driver using Convolution Neural Network

Narayana Darapaneni

MoniShankar Hazra

Simrandeep Singh Gandhi

163

12

0

07 Apr 2022

Contextual Intelligent Decisions: Expert Moderation of Machine Outputs
for Fair Assessment of Commercial Driving

Contextual Intelligent Decisions: Expert Moderation of Machine Outputs for Fair Assessment of Commercial Driving

Direnc Pekaslan

Utkarsh Agrawal

Mercedes Torres Torres

Grazziela Figueredo

210

3

0

20 Feb 2022

Attend and Guide (AG-Net): A Keypoints-driven Attention-based Deep
Network for Image Recognition

Attend and Guide (AG-Net): A Keypoints-driven Attention-based Deep Network for Image RecognitionIEEE Transactions on Image Processing (TIP), 2021

Zachary Wharton

Nikolaos Bessis

Ardhendu Behera

238

51

0

23 Oct 2021

A Computer Vision-Based Approach for Driver Distraction Recognition
using Deep Learning and Genetic Algorithm Based Ensemble

A Computer Vision-Based Approach for Driver Distraction Recognition using Deep Learning and Genetic Algorithm Based EnsembleInternational Conference on Artificial Intelligence and Soft Computing (ICAISC), 2021

221

18

0

28 Jul 2021

Coarse Temporal Attention Network (CTA-Net) for Driver's Activity
Recognition

Coarse Temporal Attention Network (CTA-Net) for Driver's Activity RecognitionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021

Zachary Wharton

Ardhendu Behera

Nikolaos Bessis

279

41

0

17 Jan 2021

Regional Attention Network (RAN) for Head Pose and Fine-grained Gesture
Recognition

Regional Attention Network (RAN) for Head Pose and Fine-grained Gesture RecognitionIEEE Transactions on Affective Computing (TAC), 2020

Ardhendu Behera

Zachary Wharton

Morteza Ghahremani

Nikolaos Bessis

197

17

0

17 Jan 2021

Towards a More Reliable Interpretation of Machine Learning Outputs for
Safety-Critical Systems using Feature Importance Fusion

Towards a More Reliable Interpretation of Machine Learning Outputs for Safety-Critical Systems using Feature Importance FusionApplied Sciences (Appl. Sci.), 2020

Benjamin Rothwell

Grazziela Figueredo

116

48

0

11 Sep 2020

DMD: A Large-Scale Multi-Modal Driver Monitoring Dataset for Attention
and Alertness Analysis

DMD: A Large-Scale Multi-Modal Driver Monitoring Dataset for Attention and Alertness Analysis

305

134

0

27 Aug 2020

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