DeXpression: Deep Convolutional Neural Network for Expression Recognition

17 Sep 2015Peter BurkertFelix TrierMuhammad Zeshan AfzalAndreas DengelMarcus Liwicki

We propose a convolutional neural network (CNN) architecture for facial expression recognition. The proposed architecture is independent of any hand-crafted feature extraction and performs better than the earlier proposed convolutional neural network based approaches... (read more)

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Evaluation results from the paper

Task Dataset Model Metric name Metric value Global rank Compare
Facial Expression Recognition MMI DeXpression Accuracy 98.63% # 1