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From Macro to Micro Expression Recognition: Deep Learning on Small Datasets Using Transfer Learning

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References

2010The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression4,299 cited
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2017Towards Reading Hidden Emotions: A Comparative Study of Spontaneous Micro-Expression Spotting and Recognition Methods355 cited
2010The MUG facial expression database304 cited
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Cited by

2019Spontaneous Facial Micro-Expression Recognition using 3D Spatiotemporal Convolutional Neural Networks119 cited
2020Dynamic Micro-Expression Recognition Using Knowledge Distillation115 cited
2019Recognizing Facial Expressions Using a Shallow Convolutional Neural Network110 cited
2022ME-PLAN: A deep prototypical learning with local attention network for dynamic micro-expression recognition80 cited
2020Spatiotemporal Convolutional Neural Network with Convolutional Block Attention Module for Micro-Expression Recognition

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78 cited

2020Learning from Macro-expression78 cited

2022An Overview of Facial Micro-Expression Analysis: Data, Methodology and Challenge78 cited

2019A Novel Apex-Time Network for Cross-Dataset Micro-Expression Recognition73 cited

2022Block Division Convolutional Network With Implicit Deep Features Augmentation for Micro-Expression Recognition72 cited

2019Extended Local Binary Patterns for Efficient and Robust Spontaneous Facial Micro-Expression Recognition57 cited

2020A survey of micro-expression recognition55 cited

2023Temporal augmented contrastive learning for micro-expression recognition46 cited

2021Micro-Expression Recognition Enhanced by Macro-Expression from Spatial-Temporal Domain46 cited

2019MERTA: micro-expression recognition with ternary attentions43 cited

2023DFME: A New Benchmark for Dynamic Facial Micro-Expression Recognition39 cited

2021Micro-expression recognition using advanced genetic algorithm32 cited