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A Framework for Driver Emotion Recognition using Deep Learning and Grassmann Manifolds
16 references·2 citing·44 second hop
A Framework for Driver Emotion Recognition using Deep Learning and Grassmann Manifolds (2018)A Framework for Driver Emotion Recognitio…On generalizing driver gaze zone estimation using convolutional neural networks (2017)On generalizing driver gaze z…Emotion recognition using facial expressions (2017)Emotion recognition using fac…Going deeper in facial expression recognition using deep neural networks (2016)Going deeper in facial expres…Facial expression recognition with Convolutional Neural Networks: Coping with few data and the training sample order (2016)Facial expression recognition…Joint Fine-Tuning in Deep Neural Networks for Facial Expression Recognition (2015)Joint Fine-Tuning in Deep Neu…DeXpression: Deep Convolutional Neural Network for Expression Recognition (2015)DeXpression: Deep Convolution…Deep Learning for Emotion Recognition on Small Datasets using Transfer Learning (2015)Deep Learning for Emotion Rec…Detecting emotional stress from facial expressions for driving safety (2014)Detecting emotional stress fr…Automatic facial expression recognition using features of salient facial patches (2014)Automatic facial expression r…The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)The Extended Cohn-Kanade Data…Emotion on the Road—Necessity, Acceptance, and Feasibility of Affective Computing in the Car (2010)Emotion on the Road—Necessity…Toward Emotion Recognition in Car-Racing Drivers: A Biosignal Processing Approach (2008)Toward Emotion Recognition in…Emotion Theory and Research: Highlights, Unanswered Questions, and Emerging Issues (2008)Emotion Theory and Research: …Web-Based Database for Facial Expression Analysis (2005)Web-Based Database for Facial…Emotion recognition through facial expression analysis based on a neurofuzzy network (2005)Emotion recognition through f…Emotion recognition system using short-term monitoring of physiological signals (2004)Emotion recognition system us…Driver’s facial expression recognition: A comprehensive survey (2023)Driver’s facial expression re…CAT-CapsNet: A Convolutional and Attention Based Capsule Network to Detect the Driver’s Distraction (2023)CAT-CapsNet: A Convolutional …Facial expression recognition from video sequences: temporal and static modeling (2003)Recognizing Facial Expression: Machine Learning and Application to Spontaneous Behavior (2005)Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications (2010)Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition (2020)Learning Deep Global Multi-Scale and Local Attention Features for Facial Expression Recognition in the Wild (2021)Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)Affective Computing (1997)Emotion recognition in human-computer interaction (2001)Toward machine emotional intelligence: analysis of affective physiological state (2001)Emotion recognition based on physiological changes in music listening (2008)EEG-Based Emotion Recognition in Music Listening (2010)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)A circumplex model of affect. (1980)International Affective Picture System (IAPS) : Technical Manual and Affective Ratings (1995)Toward Emotion Aware Computing: An Integrated Approach Using Multichannel Neurophysiological Recordings and Affective Visual Stimuli (2010)The Role of Nonlinear Dynamics in Affective Valence and Arousal Recognition (2011)A Review, Current Challenges, and Future Possibilities on Emotion Recognition Using Machine Learning and Physiological Signals (2019)The expression of the emotions in man and animals. (1872)The Selfish Gene (1976)Handbook of Positive Psychology (2001)Emotional Inertia and Psychological Maladjustment (2010)The Many Meanings/Aspects of Emotion: Definitions, Functions, Activation, and Regulation (2010)Foundations of Game-Based Learning (2015)Facial Action Coding System (1978)Design Patterns: Elements of Reusable Object-Oriented Software (1994)Comprehensive database for facial expression analysis (2002)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)CREMA-D: Crowd-Sourced Emotional Multimodal Actors Dataset (2014)Constants across cultures in the face and emotion. (1971)Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism (2018)Collecting Large, Richly Annotated Facial-Expression Databases from Movies (2012)Automatic Analysis of Facial Affect: A Survey of Registration, Representation, and Recognition (2014)FaceNet2ExpNet: Regularizing a Deep Face Recognition Net for Expression Recognition (2017)Emotion recognition using deep learning approach from audio–visual emotional big data (2018)Deep learning-based facial emotion recognition for human–computer interaction applications (2021)The Expression of the Emotions in Man and Animals (2013)Spatial–Temporal Recurrent Neural Network for Emotion Recognition (2018)Detecting Affect States Using VGG16, ResNet50 and SE-ResNet50 Networks (2020)A systematic review on affective computing: emotion models, databases, and recent advances (2022)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)Reliable Crowdsourcing and Deep Locality-Preserving Learning for Expression Recognition in the Wild (2017)Deep Facial Expression Recognition: A Survey (2020)A Brief Review of Facial Emotion Recognition Based on Visual Information (2018)Reliable Crowdsourcing and Deep Locality-Preserving Learning for Unconstrained Facial Expression Recognition (2018)
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References

  • 2010The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression4,299 cited
  • 2008Emotion Theory and Research: Highlights, Unanswered Questions, and Emerging Issues1,214 cited
  • 2016Going deeper in facial expression recognition using deep neural networks1,132 cited
  • 2005Web-Based Database for Facial Expression Analysis1,104 cited
  • 2004Emotion recognition system using short-term monitoring of physiological signals942 cited
  • 2016Facial expression recognition with Convolutional Neural Networks: Coping with few data and the training sample order800 cited
  • 2015Joint Fine-Tuning in Deep Neural Networks for Facial Expression Recognition782 cited
  • 2015Deep Learning for Emotion Recognition on Small Datasets using Transfer Learning657 cited
  • 2014Automatic facial expression recognition using features of salient facial patches601 cited
  • 2008Toward Emotion Recognition in Car-Racing Drivers: A Biosignal Processing Approach335 cited
  • 2017Emotion recognition using facial expressions311 cited
  • 2005Emotion recognition through facial expression analysis based on a neurofuzzy network242 cited
  • 2014Detecting emotional stress from facial expressions for driving safety196 cited
  • 2010Emotion on the Road—Necessity, Acceptance, and Feasibility of Affective Computing in the Car

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173 cited
  • 2015DeXpression: Deep Convolutional Neural Network for Expression Recognition146 cited
  • 2017On generalizing driver gaze zone estimation using convolutional neural networks90 cited
  • Cited by

    • 2023CAT-CapsNet: A Convolutional and Attention Based Capsule Network to Detect the Driver’s Distraction46 cited
    • 2023Driver’s facial expression recognition: A comprehensive survey33 cited