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Facial Expression Recognition

Papers

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Showing 501–532 of 532 papers

TitleStatusHype
Facial expression recognition based on local region specific features and support vector machines—0
Recognition of facial expressions based on salient geometric features and support vector machines—0
Geometric Feature-Based Facial Expression Recognition in Image Sequences Using Multi-Class AdaBoost and Support Vector Machines—0
Deep Learning For Smile Recognition—0
Facial Expression Recognition in the Wild using Rich Deep Features—0
The Indian Spontaneous Expression Database for Emotion Recognition—0
Pairwise Conditional Random Forests for Facial Expression Recognition—0
Joint Fine-Tuning in Deep Neural Networks for Facial Expression Recognition—0
Bidirectional Warping of Active Appearance Model—0
Learning Expressionlets via Universal Manifold Model for Dynamic Facial Expression Recognition—0
Going Deeper in Facial Expression Recognition using Deep Neural Networks—0
Deep Representation of Facial Geometric and Photometric Attributes for Automatic 3D Facial Expression Recognition—0
A Survey of the Trends in Facial and Expression Recognition Databases and Methods—0
Facial Expression Recognition Using Sparse Gaussian Conditional Random Field—0
Variable-state Latent Conditional Random Fields for Facial Expression Recognition and Action Unit Detection—0
DeXpression: Deep Convolutional Neural Network for Expression RecognitionCode0
Deep Convolutional Neural Networks for Smile Recognition—0
Robust Facial Expression Classification Using Shape and Appearance Features—0
Automatic Facial Expression Recognition Using Features of Salient Facial Patches—0
Video-Based Facial Expression Recognition Using Local Directional Binary Pattern—0
Deep Temporal Appearance-Geometry Network for Facial Expression Recognition—0
Facial Expressions recognition Based on Principal Component Analysis (PCA)—0
Facial Expression Recognition via a Boosted Deep Belief Network—0
Learning Expressionlets on Spatio-Temporal Manifold for Dynamic Facial Expression Recognition—0
Supervised Dictionary Learning by a Variational Bayesian Group Sparse Nonnegative Matrix Factorization—0
A Study of Local Binary Pattern Method for Facial Expression Detection—0
Dynamic Model of Facial Expression Recognition based on Eigen-face Approach—0
Challenges in Representation Learning: A report on three machine learning contestsCode1
Hyperparameter Optimization and Boosting for Classifying Facial Expressions: How good can a "Null" Model be?—0
Capturing Complex Spatio-temporal Relations among Facial Muscles for Facial Expression Recognition—0
Human Mood Detection For Human Computer Interaction—0
An Alternative to Low-level-Sychrony-Based Methods for Speech Detection—0
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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