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End-to-end multimodal affect recognition in real-world environments · Study

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ArticleEnd-to-end multimodal affect recognition in real-world environments

Panagiotis Tzirakis2020

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Articlegreen2020

End-to-end multimodal affect recognition in real-world environments

Panagiotis Tzirakis · Jiaxin Chen · Stefanos P. Zafeiriou · Björn Wolfgang Schuller

106 citations·0/0 files stored·Information Fusion

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Emotion and Mood Recognition Sentiment Analysis and Opinion Mining Multimodal Machine Learning Applications

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References

2019HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case 2020Deep Facial Expression Recognition: A Survey 2016Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization 2017Hyperband: a novel bandit-based approach to hyperparameter optimization 2016Adieu features? End-to-end speech emotion recognition using a deep convolutional recurrent network 2017End-to-End Multimodal Emotion Recognition Using Deep Neural Networks 2018ICON: Interactive Conversational Memory Network for Multimodal Emotion Detection 2018Facial Expression Recognition by De-expression Residue Learning

Cited by

2022Adaptive Multimodal Emotion Detection Architecture for Social Robots 2023Hierarchical multimodal-fusion of physiological signals for emotion recognition with scenario adaption and contrastive alignment 2022Multimodal fusion methods with deep neural networks and meta-information for aggression detection in surveillance 2023Audio–Visual Fusion for Emotion Recognition in the Valence–Arousal Space Using Joint Cross-Attention 2024

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Details

Year2020

Typearticle

Published2020-10-20

VenueInformation Fusion

ISSN-L1566-2535

Languageen

Citations106

Files0 public / 0

ShelfEmotion and Mood Recognition

Identifiers

doi10.1016/j.inffus.2020.10.011

openalex_workW3094524767

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The 6th Affective Behavior Analysis in-the-wild (ABAW) Competition

2024Multimodal emotion recognition: A comprehensive review, trends, and challenges

2021Cross Attentional Audio-Visual Fusion for Dimensional Emotion Recognition

2021Feature Fusion for Multimodal Emotion Recognition Based on Deep Canonical Correlation Analysis