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Facial Action Unit Detection

Facial action unit detection is the task of detecting action units from a video of a face - for example, lip tightening and cheek raising.

( Image credit: Self-supervised Representation Learning from Videos for Facial Action Unit Detection )

Papers

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Showing 1–50 of 96 papers

TitleStatusHype
AUFormer: Vision Transformers are Parameter-Efficient Facial Action Unit DetectorsCode2
Representation Learning and Identity Adversarial Training for Facial Behavior UnderstandingCode2
Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit RecognitionCode2
Pre-training strategies and datasets for facial representation learningCode1
JAA-Net: Joint Facial Action Unit Detection and Face Alignment via Adaptive AttentionCode1
FG-Net: Facial Action Unit Detection with Generalizable Pyramidal FeaturesCode1
GPT as Psychologist? Preliminary Evaluations for GPT-4V on Visual Affective ComputingCode1
Multitask Emotion Recognition with Incomplete LabelsCode1
Multi-scale Dynamic and Hierarchical Relationship Modeling for Facial Action Units RecognitionCode1
Norface: Improving Facial Expression Analysis by Identity NormalizationCode1
Deep Region and Multi-Label Learning for Facial Action Unit DetectionCode0
Linear Disentangled Representation Learning for Facial ActionsCode0
Automated Detection of Equine Facial Action UnitsCode0
Facial Action Unit Detection by Adaptively Constraining Self-Attention and Causally Deconfounding SampleCode0
Multi-scale Promoted Self-adjusting Correlation Learning for Facial Action Unit DetectionCode0
Multi-View Dynamic Facial Action Unit DetectionCode0
Unconstrained Facial Action Unit Detection via Latent Feature DomainCode0
Multi-label Co-regularization for Semi-supervised Facial Action Unit RecognitionCode0
Learning Contrastive Feature Representations for Facial Action Unit DetectionCode0
Self-Supervised Representation Learning From Videos for Facial Action Unit DetectionCode0
Deep Adaptive Attention for Joint Facial Action Unit Detection and Face AlignmentCode0
Facial Action Unit Detection and Intensity Estimation from Self-supervised Representation—0
Facial Action Unit Detection on ICU Data for Pain Assessment—0
Facial Action Unit Detection using 3D Facial Landmarks—0
Facial Action Unit Detection Using Attention and Relation Learning—0
Facial Action Unit Detection With Transformers—0
Facial Action Unit Recognition Based on Transfer Learning—0
Facial Action Unit Recognition With Multi-models Ensembling—0
FAN-Trans: Online Knowledge Distillation for Facial Action Unit Detection—0
Fast and Effective Adaptation of Facial Action Unit Detection Deep Model—0
FERA 2017 - Addressing Head Pose in the Third Facial Expression Recognition and Analysis Challenge—0
FG 2025 TrustFAA: the First Workshop on Towards Trustworthy Facial Affect Analysis: Advancing Insights of Fairness, Explainability, and Safety (TrustFAA)—0
Fighting over-fitting with quantization for learning deep neural networks on noisy labels—0
GeoConv: Geodesic Guided Convolution for Facial Action Unit Recognition—0
Global-to-local Expression-aware Embeddings for Facial Action Unit Detection—0
Hybrid Message Passing With Performance-Driven Structures for Facial Action Unit Detection—0
Improving Speech Related Facial Action Unit Recognition by Audiovisual Information Fusion—0
Incremental Boosting Convolutional Neural Network for Facial Action Unit Recognition—0
Joint Patch and Multi-Label Learning for Facial Action Unit Detection—0
Knowledge-Driven Self-Supervised Representation Learning for Facial Action Unit Recognition—0
Learned 3D Shape Representations Using Fused Geometrically Augmented Images: Application to Facial Expression and Action Unit Detection—0
Learning to Transfer: Transferring Latent Task Structures and Its Application to Person-Specific Facial Action Unit Detection—0
Learning with Privileged Information for Multi-Label Classification—0
Leveraging Synthetic Data for Generalizable and Fair Facial Action Unit Detection—0
Local Region Perception and Relationship Learning Combined with Feature Fusion for Facial Action Unit Detection—0
Local Relationship Learning With Person-Specific Shape Regularization for Facial Action Unit Detection—0
HiCOMEX: Facial Action Unit Recognition Based on Hierarchy Intensity Distribution and COMEX Relation Learning—0
Meta Auxiliary Learning for Facial Action Unit Detection—0
Accurate Facial Parts Localization and Deep Learning for 3D Facial Expression Recognition—0
Multi-Conditional Latent Variable Model for Joint Facial Action Unit Detection—0
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