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Facial Expression Recognition

Papers

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Showing 51–100 of 532 papers

TitleStatusHype
SynFER: Towards Boosting Facial Expression Recognition with Synthetic Data—0
AI-Driven Early Mental Health Screening: Analyzing Selfies of Pregnant Women—0
xLSTM-FER: Enhancing Student Expression Recognition with Extended Vision Long Short-Term Memory Network—0
EmojiHeroVR: A Study on Facial Expression Recognition under Partial Occlusion from Head-Mounted DisplaysCode0
Decoding Emotions: Unveiling Facial Expressions through Acoustic Sensing with Contrastive Attention—0
Spatial Action Unit Cues for Interpretable Deep Facial Expression RecognitionCode1
DIG-FACE: De-biased Learning for Generalized Facial Expression Category DiscoveryCode0
Knowledge-Enhanced Facial Expression Recognition with Emotional-to-Neutral Transformation—0
Static for Dynamic: Towards a Deeper Understanding of Dynamic Facial Expressions Using Static Expression DataCode1
Shuffle Vision Transformer: Lightweight, Fast and Efficient Recognition of Driver Facial Expression—0
ExpLLM: Towards Chain of Thought for Facial Expression RecognitionCode1
A Survey on Facial Expression Recognition of Static and Dynamic EmotionsCode1
From Bias to Balance: Detecting Facial Expression Recognition Biases in Large Multimodal Foundation Models—0
EMO-LLaMA: Enhancing Facial Emotion Understanding with Instruction TuningCode0
Generalizable Facial Expression RecognitionCode1
LLDif: Diffusion Models for Low-light Emotion Recognition—0
A Lightweight Model Enhancing Facial Expression Recognition with Spatial Bias and Cosine-Harmony LossCode0
Local Binary Pattern(LBP) Optimization for Feature Extraction—0
All rivers run into the sea: Unified Modality Brain-like Emotional Central Mechanism—0
The use of the symmetric finite difference in the local binary pattern (symmetric LBP)—0
HSEmotion Team at the 7th ABAW Challenge: Multi-Task Learning and Compound Facial Expression RecognitionCode0
Enhancing Facial Expression Recognition through Dual-Direction Attention Mixed Feature Networks: Application to 7th ABAW Challenge—0
Affective Behavior Analysis using Task-adaptive and AU-assisted Graph Network—0
Learning with Alignments: Tackling the Inter- and Intra-domain Shifts for Cross-multidomain Facial Expression RecognitionCode1
Batch Transformer: Look for Attention in Batch—0
GCF: Graph Convolutional Networks for Facial Expression RecognitionCode0
FineCLIPER: Multi-modal Fine-grained CLIP for Dynamic Facial Expression Recognition with AdaptERs—0
Less can be more: representational vs. stereotypical gender bias in facial expression recognition—0
Multi-threshold Deep Metric Learning for Facial Expression Recognition—0
D2SP: Dynamic Dual-Stage Purification Framework for Dual Noise Mitigation in Vision-based Affective Recognition—0
What Do VLMs NOTICE? A Mechanistic Interpretability Pipeline for Gaussian-Noise-free Text-Image Corruption and EvaluationCode1
FaceMixup: Enhancing Facial Expression Recognition through Mixed Face Regularization—0
OUS: Scene-Guided Dynamic Facial Expression Recognition—0
Enhancing Zero-Shot Facial Expression Recognition by LLM Knowledge TransferCode2
Selfie Taking with Facial Expression Recognition Using Omni-directional Camera—0
ABANet: Attention boundary-aware network for image segmentationCode1
MixCut:A Data Augmentation Method for Facial Expression Recognition—0
FER-YOLO-Mamba: Facial Expression Detection and Classification Based on Selective State SpaceCode2
Open-Set Video-based Facial Expression Recognition with Human Expression-sensitive Prompting—0
Ada-DF: An Adaptive Label Distribution Fusion Network For Facial Expression RecognitionCode1
LEAF: Unveiling Two Sides of the Same Coin in Semi-supervised Facial Expression RecognitionCode0
Cross-Task Multi-Branch Vision Transformer for Facial Expression and Mask Wearing Classification—0
Alleviating Catastrophic Forgetting in Facial Expression Recognition with Emotion-Centered Models—0
Multi-Task Multi-Modal Self-Supervised Learning for Facial Expression RecognitionCode1
eMotion-GAN: A Motion-based GAN for Photorealistic and Facial Expression Preserving Frontal View SynthesisCode0
MMA-DFER: MultiModal Adaptation of unimodal models for Dynamic Facial Expression Recognition in-the-wildCode2
MSSTNet: A Multi-Scale Spatio-Temporal CNN-Transformer Network for Dynamic Facial Expression Recognition—0
Dynamic Resolution Guidance for Facial Expression Recognition—0
Music Recommendation Based on Facial Emotion Recognition—0
Joint Training on Multiple Datasets With Inconsistent Labeling Criteria for Facial Expression RecognitionCode0
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All datasetsFER2013Aff-Wild2CMU-MOSEIFER+MELDRAF-DB

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1VGGAccuracy72.7—Unverified
2Res-NetAccuracy72.4—Unverified
3InceptionAccuracy71.6—Unverified
#ModelMetricClaimedVerifiedStatus
1ARBExAccuracy72.48—Unverified
#ModelMetricClaimedVerifiedStatus
1ConCluGenWeighted Accuracy66.48—Unverified
#ModelMetricClaimedVerifiedStatus
1ARBExAccuracy93.09—Unverified
#ModelMetricClaimedVerifiedStatus
1ConCluGenWeighted Accuracy60.03—Unverified
#ModelMetricClaimedVerifiedStatus
1ARBExOverall Accuracy92.47—Unverified