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Deep convolution network based emotion analysis towards mental health care · Study

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ArticleDeep convolution network based emotion analysis towards mental health care

Zixiang Fei2020

OA

Articlegreen2020

Deep convolution network based emotion analysis towards mental health care

Zixiang Fei · Erfu Yang · David Daokui Li · Stephen H. Butler · Winifred Ijomah · Xia Li +1 more

169 citations·0/0 files stored·Neurocomputing

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Emotion and Mood Recognition Face recognition and analysis Face and Expression Recognition

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References

2010The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression 2008A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions 2002Comprehensive database for facial expression analysis 2017AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild 2018Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism 2003Facial expression recognition from video sequences: temporal and static modeling 2016Facial expression recognition with Convolutional Neural Networks: Coping with few data and the training sample order 2018A Brief Review of Facial Emotion Recognition Based on Visual Information

Cited by

2021Landmark guidance independent spatio-channel attention and complementary context information based facial expression recognition 2022In search of a robust facial expressions recognition model: A large-scale visual cross-corpus study 2020GA-SVM-Based Facial Emotion Recognition Using Facial Geometric Features 2022A discriminatively deep fusion approach with improved conditional GAN (im-cGAN) for facial expression recognition

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2022A systematic review on affective computing: emotion models, databases, and recent advancesreview · 7 shared references 2022Methods for Facial Expression Recognition with Applications in Challenging Situationsarticle · 7 shared references 2020Facial emotion recognition using deep learning: review and insightsother · 6 shared references 2023A comprehensive survey on deep facial expression recognition: challenges, applications, and future guidelinesarticle · 6 shared references 2019Deep Learning for Human Affect Recognition: Insights and New Developmentsarticle · 5 shared references 2019A Review on Automatic Facial Expression Recognition Systems Assisted by Multimodal Sensor Datareview · 5 shared references

Details

Year2020

Typearticle

Published2020-01-16

VenueNeurocomputing

ISSN-L0925-2312

Languageen

Citations169

Files0 public / 0

ShelfEmotion and Mood Recognition

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doi10.1016/j.neucom.2020.01.034

openalex_workW3000577085

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2021Dual integrated convolutional neural network for real-time facial expression recognition in the wild

2021Negative emotions detection on online mental-health related patients texts using the deep learning with MHA-BCNN model

2022A Novel Deep Learning Technique for Detecting Emotional Impact in Online Education

2024Facial emotion recognition: A comprehensive review