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Deep convolution network based emotion analysis towards mental health care
12 references·12 citing·32 second hop
Deep convolution network based emotion analysis towards mental health care (2020)Deep convolution network based emotion an…Three convolutional neural network models for facial expression recognition in the wild (2019)Three convolutional neural ne…Extended deep neural network for facial emotion recognition (2019)Extended deep neural network …Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism (2018)Occlusion Aware Facial Expres…A Brief Review of Facial Emotion Recognition Based on Visual Information (2018)A Brief Review of Facial Emot…Facial expression recognition via learning deep sparse autoencoders (2017)Facial expression recognition…AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)AffectNet: A Database for Fac…Facial expression recognition with Convolutional Neural Networks: Coping with few data and the training sample order (2016)Facial expression recognition…Automatic Analysis of Facial Affect: A Survey of Registration, Representation, and Recognition (2014)Automatic Analysis of Facial …The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)The Extended Cohn-Kanade Data…A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)A Survey of Affect Recognitio…Facial expression recognition from video sequences: temporal and static modeling (2003)Facial expression recognition…Comprehensive database for facial expression analysis (2002)Comprehensive database for fa…Facial emotion recognition: A comprehensive review (2024)Facial emotion recognition: A…A Hybrid Learning-Architecture for Mental Disorder Detection Using Emotion Recognition (2024)A Hybrid Learning-Architectur…In search of a robust facial expressions recognition model: A large-scale visual cross-corpus study (2022)In search of a robust facial …A Novel Deep Learning Technique for Detecting Emotional Impact in Online Education (2022)A Novel Deep Learning Techniq…A Hybrid Model for Driver Emotion Detection Using Feature Fusion Approach (2022)A Hybrid Model for Driver Emo…A discriminatively deep fusion approach with improved conditional GAN (im-cGAN) for facial expression recognition (2022)A discriminatively deep fusio…Negative emotions detection on online mental-health related patients texts using the deep learning with MHA-BCNN model (2021)Negative emotions detection o…Landmark guidance independent spatio-channel attention and complementary context information based facial expression recognition (2021)Landmark guidance independent…EmNet: a deep integrated convolutional neural network for facial emotion recognition in the wild (2021)EmNet: a deep integrated conv…Dual integrated convolutional neural network for real-time facial expression recognition in the wild (2021)Dual integrated convolutional…A Novel deep neural network-based emotion analysis system for automatic detection of mild cognitive impairment in the elderly (2021)A Novel deep neural network-b…GA-SVM-Based Facial Emotion Recognition Using Facial Geometric Features (2020)GA-SVM-Based Facial Emotion R…The expression of the emotions in man and animals. (1872)Facial Action Coding System (1978)Deep Learning for Emotion Recognition on Small Datasets using Transfer Learning (2015)Survey on Emotional Body Gesture Recognition (2018)A systematic review on affective computing: emotion models, databases, and recent advances (2022)The Principles of Psychology (1891)Emotional Intelligence (1990)Emotion-Induced Engagement in Internet Video Advertisements (2011)Automatic facial expression recognition using features of salient facial patches (2014)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Affective Computing (1997)Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications (2010)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 Coefficient of Agreement for Nominal Scales (1960)Intraclass correlations: Uses in assessing rater reliability. (1979)A circumplex model of affect. (1980)Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition (2020)Constants across cultures in the face and emotion. (1971)Emotion recognition using deep learning approach from audio–visual emotional big data (2018)A Review on Automatic Facial Expression Recognition Systems Assisted by Multimodal Sensor Data (2019)Adaptively Learning Facial Expression Representation via C-F Labels and Distillation (2021)Going deeper in facial expression recognition using deep neural networks (2016)Comparing Recognition Performance and Robustness of Multimodal Deep Learning Models for Multimodal Emotion Recognition (2022)Reliable Crowdsourcing and Deep Locality-Preserving Learning for Expression Recognition in the Wild (2017)Suppressing Uncertainties for Large-Scale Facial Expression Recognition (2020)Learning Deep Global Multi-Scale and Local Attention Features for Facial Expression Recognition in the Wild (2021)Deep Facial Expression Recognition: A Survey (2020)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English (2018)
this work references cited by second hop

References

  • 2010The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression4,299 cited
  • 2008A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions2,797 cited
  • 2002Comprehensive database for facial expression analysis2,612 cited
  • 2017AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild2,335 cited
  • 2018Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism914 cited
  • 2003Facial expression recognition from video sequences: temporal and static modeling874 cited
  • 2016Facial expression recognition with Convolutional Neural Networks: Coping with few data and the training sample order800 cited
  • 2018A Brief Review of Facial Emotion Recognition Based on Visual Information726 cited
  • 2014Automatic Analysis of Facial Affect: A Survey of Registration, Representation, and Recognition685 cited
  • 2017Facial expression recognition via learning deep sparse autoencoders489 cited
  • 2019Extended deep neural network for facial emotion recognition401 cited
  • 2019Three convolutional neural network models for facial expression recognition in the wild186 cited

Cited by

  • 2021Landmark guidance independent spatio-channel attention and complementary context information based facial expression recognition114 cited

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2022
In search of a robust facial expressions recognition model: A large-scale visual cross-corpus study
81 cited
  • 2020GA-SVM-Based Facial Emotion Recognition Using Facial Geometric Features77 cited
  • 2022A discriminatively deep fusion approach with improved conditional GAN (im-cGAN) for facial expression recognition77 cited
  • 2021Dual integrated convolutional neural network for real-time facial expression recognition in the wild69 cited
  • 2021Negative emotions detection on online mental-health related patients texts using the deep learning with MHA-BCNN model67 cited
  • 2022A Novel Deep Learning Technique for Detecting Emotional Impact in Online Education59 cited
  • 2024Facial emotion recognition: A comprehensive review54 cited
  • 2024A Hybrid Learning-Architecture for Mental Disorder Detection Using Emotion Recognition54 cited
  • 2021A Novel deep neural network-based emotion analysis system for automatic detection of mild cognitive impairment in the elderly53 cited
  • 2021EmNet: a deep integrated convolutional neural network for facial emotion recognition in the wild46 cited
  • 2022A Hybrid Model for Driver Emotion Detection Using Feature Fusion Approach46 cited