Intensity enhancement via GAN for multimodal face expression recognition

H Yang, K Zhu, D Huang, H Li, Y Wang, L Chen - Neurocomputing, 2021 - Elsevier
Face expression recognition (FER) on low expression intensity is not well studied in the
literature. This paper investigates this problem and presents a novel Generative Adversarial …

MFEViT: A Robust Lightweight Transformer-based Network for Multimodal 2D+ 3D Facial Expression Recognition

H Li, M Sui, Z Zhu, F Zhao - arXiv preprint arXiv:2109.13086, 2021 - arxiv.org
Vision transformer (ViT) has been widely applied in many areas due to its self-attention
mechanism that help obtain the global receptive field since the first layer. It even achieves …

DrFER: Learning Disentangled Representations for 3D Facial Expression Recognition

H Li, H Yang, D Huang - arXiv preprint arXiv:2403.08318, 2024 - arxiv.org
Facial Expression Recognition (FER) has consistently been a focal point in the field of facial
analysis. In the context of existing methodologies for 3D FER or 2D+ 3D FER, the extraction …

Uncertain and biased facial expression recognition based on depthwise separable convolutional neural network with embedded attention mechanism

P Shi, M Hu, F Ren, X Shi, H Li, Z Li… - Journal of Electronic …, 2022 - spiedigitallibrary.org
Datasets play a crucial role in the development of facial expression recognition (FER), but
most of the datasets suffer from obvious uncertainties and biases caused by different …

AFNet-M: Adaptive Fusion Network with Masks for 2D+ 3D Facial Expression Recognition

M Sui, H Li, Z Zhu, F Zhao - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
2D+ 3D facial expression recognition (FER) can effectively cope with illumination and pose
changes by merging texture and robust depth information. Most deep learning-based …

Mixing Global and Local Features for Long-Tailed Expression Recognition

J Zhou, J Li, Y Yan, L Wu, H Xu - Information, 2023 - mdpi.com
Large-scale facial expression datasets are primarily composed of real-world facial
expressions. Expression occlusion and large-angle faces are two important problems …