Driver stress detection via multimodal fusion using attention-based CNN-LSTM

Applying deep neural networks for multi-level classification of driver drowsiness using Vehicle-based measures

(2020) Sadegh Arefnezhad et al.   EXPERT SYSTEMS WITH APPLICATIONS

Automatic driver stress level classification using multimodal deep learning

(2019) Mohammad Naim Rastgoo et al.   EXPERT SYSTEMS WITH APPLICATIONS

Evolutionary computation algorithms for feature selection of EEG-based emotion recognition using mobile sensors

(2018) Bahareh Nakisa et al.   EXPERT SYSTEMS WITH APPLICATIONS

Automated Detection of Obstructive Sleep Apnea Events from a Single-Lead Electrocardiogram Using a Convolutional Neural Network

(2018) Erdenebayar Urtnasan et al.   JOURNAL OF MEDICAL SYSTEMS

A Critical Review of Proactive Detection of Driver Stress Levels Based on Multimodal Measurements

(2018) Mohammad Naim RASTGOO et al.   ACM COMPUTING SURVEYS

Deep Learning Analysis of Mobile Physiological, Environmental and Location Sensor Data for Emotion Detection

(2018) Eiman Kanjo et al.   Information Fusion

Long Short Term Memory Hyperparameter Optimization for a Neural Network Based Emotion Recognition Framework

(2018) Bahareh Nakisa et al.   IEEE Access

Script identification in natural scene image and video frames using an attention based Convolutional-LSTM network

(2018) Ankan Kumar Bhunia et al.   PATTERN RECOGNITION

Multi-focus image fusion with a deep convolutional neural network

(2017) Yu Liu et al.   Information Fusion

Stress Detection in Human–Computer Interaction: Fusion of Pupil Dilation and Facial Temperature Features

(2016) Serdar Baltaci et al.   INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION

Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition

(2016) Francisco Ordóñez et al.   SENSORS

Learning Human Identity From Motion Patterns

(2016) Natalia Neverova et al.   IEEE Access

Personality, Executive Control, and Neurobiological Characteristics Associated with Different Forms of Risky Driving

(2016) Thomas G. Brown et al.   PLoS One

How the Autonomic Nervous System and Driving Style Change With Incremental Stressing Conditions During Simulated Driving

(2015) Antonio Lanata et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

A Mobile Sensing Approach to Stress Detection and Memory Activation for Public Bus Drivers

(2015) Joao G. P. Rodrigues et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Automatic Stress Classification With Pupil Diameter Analysis

(2013) Marco Pedrotti et al.   INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION

Effects of Chevron Alignment Signs on Driver Eye Movements, Driving Performance, and Stress

(2013) Yiping Wu et al.   TRANSPORTATION RESEARCH RECORD

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

A k-nearest-neighbor classifier with heart rate variability feature-based transformation algorithm for driving stress recognition

(2012) Jeen-Shing Wang et al.   NEUROCOMPUTING

Real-Time Driver's Stress Event Detection

(2011) George Rigas et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Multimodal Emotion Recognition in Response to Videos

(2011) M. Soleymani et al.   IEEE Transactions on Affective Computing

Photorealistic models for pupil light reflex and iridal pattern deformation

(2009) Vitor F. Pamplona et al.   ACM TRANSACTIONS ON GRAPHICS

In the Eye of the Beholder: A Survey of Models for Eyes and Gaze

(2009) D.W. Hansen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Toward Emotion Recognition in Car-Racing Drivers: A Biosignal Processing Approach

(2008) C.D. Katsis et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS