Facial Expression Recognition using Visual Saliency and Deep Learning

26 Aug 2017Viraj MavaniShanmuganathan RamanKrishna P Miyapuram

We have developed a convolutional neural network for the purpose of recognizing facial expressions in human beings. We have fine-tuned the existing convolutional neural network model trained on the visual recognition dataset used in the ILSVRC2012 to two widely used facial expression datasets - CFEE and RaFD, which when trained and tested independently yielded test accuracies of 74.79% and 95.71%, respectively... (read more)

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