Deep Convolutional Neural Network for Facial Expression Recognition Using Facial Parts

This paper proposes the design of a Facial Expression Recognition (FER) system based on deep convolutional neural network by using facial parts. In this work, a simple solution for facial expression recognition that uses a combination of algorithms for face detection, feature extraction and classification is discussed. The proposed method uses a two-channel convolutional neural network in which Facial Parts (FPs) are used as input to the first...