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In search of a robust facial expressions recognition model: A large-scale visual cross-corpus study
16 references·3 citing·50 second hop
In search of a robust facial expressions recognition model: A large-scale visual cross-corpus study (2022)In search of a robust facial expressions …Suppressing Uncertainties for Large-Scale Facial Expression Recognition (2020)Suppressing Uncertainties for…Speech Emotion Recognition From 3D Log-Mel Spectrograms With Deep Learning Network (2019)Speech Emotion Recognition Fr…Local Learning With Deep and Handcrafted Features for Facial Expression Recognition (2019)Local Learning With Deep and …Deep Affect Prediction in-the-Wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond (2019)Deep Affect Prediction in-the…Context-Aware Emotion Recognition Networks (2019)Context-Aware Emotion Recogni…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)The Ryerson Audio-Visual Data…Learning Affective Features With a Hybrid Deep Model for Audio–Visual Emotion Recognition (2017)Learning Affective Features W…Identity-Aware Convolutional Neural Network for Facial Expression Recognition (2017)Identity-Aware Convolutional …AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)AffectNet: A Database for Fac…Going deeper in facial expression recognition using deep neural networks (2016)Going deeper in facial expres…Emotion Recognition in the Wild via Convolutional Neural Networks and Mapped Binary Patterns (2015)Emotion Recognition in the Wi…Deep Learning for Emotion Recognition on Small Datasets using Transfer Learning (2015)Deep Learning for Emotion Rec…CREMA-D: Crowd-Sourced Emotional Multimodal Actors Dataset (2014)CREMA-D: Crowd-Sourced Emotio…IEMOCAP: interactive emotional dyadic motion capture database (2008)IEMOCAP: interactive emotiona…A circumplex model of affect. 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References

  • 1980A circumplex model of affect.16,320 cited
  • 2008IEMOCAP: interactive emotional dyadic motion capture database3,864 cited
  • 2017AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild2,335 cited
  • 2018The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English1,898 cited
  • 1969Nonverbal Leakage and Clues to Deception †1,843 cited
  • 2016Going deeper in facial expression recognition using deep neural networks1,117 cited
  • 2014CREMA-D: Crowd-Sourced Emotional Multimodal Actors Dataset925 cited
  • 2020Suppressing Uncertainties for Large-Scale Facial Expression Recognition771 cited
  • 2015Deep Learning for Emotion Recognition on Small Datasets using Transfer Learning657 cited
  • 2019Deep Affect Prediction in-the-Wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond381 cited
  • 2019Speech Emotion Recognition From 3D Log-Mel Spectrograms With Deep Learning Network356 cited
  • 2017Learning Affective Features With a Hybrid Deep Model for Audio–Visual Emotion Recognition346 cited
  • 2015Emotion Recognition in the Wild via Convolutional Neural Networks and Mapped Binary Patterns336 cited
  • 2017Identity-Aware Convolutional Neural Network for Facial Expression Recognition

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334 cited
  • 2019Local Learning With Deep and Handcrafted Features for Facial Expression Recognition332 cited
  • 2019Context-Aware Emotion Recognition Networks323 cited
  • Cited by

    • 2025Advances in Neuroimaging and Deep Learning for Emotion Detection: A Systematic Review of Cognitive Neuroscience and Algorithmic Innovations76 cited
    • 2023Latent-OFER: Detect, Mask, and Reconstruct with Latent Vectors for Occluded Facial Expression Recognition68 cited
    • 2024Multimodal emotion recognition based on a fusion of audiovisual information with temporal dynamics45 cited