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Emotion Classification with Data Augmentation Using Generative Adversarial Networks · Study

WorkEmotion Classification with Data Augmentation Using Generative Adversarial Networks

Xinyue Zhu2018

Work2018

Emotion Classification with Data Augmentation Using Generative Adversarial Networks

Xinyue Zhu · Yifan Liu · Jiahong Li · Tao Wan · Zengchang Qin

197 citations·0/0 files stored·Lecture notes in computer science

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Emotion and Mood Recognition Generative Adversarial Networks and Image Synthesis Domain Adaptation and Few-Shot Learning

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References

2015Deep Learning for Emotion Recognition on Small Datasets using Transfer Learning 2015Image based Static Facial Expression Recognition with Multiple Deep Network Learning 2011Static facial expression analysis in tough conditions: Data, evaluation protocol and benchmark

Cited by

2020Data augmentation for enhancing EEG-based emotion recognition with deep generative models 2019Improving Cross-Corpus Speech Emotion Recognition with Adversarial Discriminative Domain Generalization (ADDoG)2020Deep neural network augmentation: generating faces for affect analysis 2021Facial Expression Recognition: A Review of Trends and Techniques 2024Deep Imbalanced Learning for Multimodal Emotion Recognition in Conversations 2020eXnet: An Efficient Approach for Emotion Recognition in the Wild 2022Data Augmentation for Audio-Visual Emotion Recognition with an Efficient Multimodal Conditional GAN 2020Beyond Mobile Apps: A Survey of Technologies for Mental Well-Being

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2021A survey on facial emotion recognition techniques: A state-of-the-art literature reviewarticle · 3 shared references 2017From individual to group-level emotion recognition: EmotiW 5.0other · 3 shared references 2016Facial expression recognition in the wild based on multimodal texture featuresarticle · 3 shared references 2018Deep Emotion Transfer Network for Cross-database Facial Expression Recognitionother · 3 shared references 2019PRATIT: a CNN-based emotion recognition system using histogram equalization and data augmentationarticle · 3 shared references 2017FaceNet2ExpNet: Regularizing a Deep Face Recognition Net for Expression Recognitionother · 2 shared references

Details

Year2018

Typeother

Published2018-01-01

VenueLecture notes in computer science

ISSN-L0302-9743

Languageen

Citations197

Files0 public / 0

ShelfEmotion and Mood Recognition

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doi10.1007/978-3-319-93040-4_28

openalex_workW2807869636

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