Group-level Emotion Recognition using Transfer Learning from Face Identification

6 Sep 2017Alexandr G. RassadinAlexey S. GruzdevAndrey V. Savchenko

In this paper, we describe our algorithmic approach, which was used for submissions in the fifth Emotion Recognition in the Wild (EmotiW 2017) group-level emotion recognition sub-challenge. We extracted feature vectors of detected faces using the Convolutional Neural Network trained for face identification task, rather than traditional pre-training on emotion recognition problems... (read more)

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