Dual integrated convolutional neural network for real-time facial expression recognition in the wild

• Published in: The Visual computer Vol. 38; no. 3; pp. 1083 - 1096
• Main Authors: Saurav, Sumeet, Gidde, Prashant, Saini, Ravi, Singh, Sanjay
• Format: Journal Article
• Language: English
• Published: Berlin/Heidelberg Springer Berlin Heidelberg 01.03.2022; Springer Nature B.V
• Subjects: Accuracy; Artificial Intelligence; Artificial neural networks; Computer Graphics; Computer Science; Computer vision; Datasets; Deep learning; Discriminant analysis; Emotions; Face recognition; Image Processing and Computer Vision; Machine learning; Mathematical models; Neural networks; Original Article; Parameters; Pattern recognition; Performance evaluation; Real time; Facial expression recognition; Embedded implementation; Deep convolutional neural network; CNN optimization

Automatic recognition of facial expressions in the wild is a challenging problem and has drawn a lot of attention from the computer vision and pattern recognition community. Since their emergence, the deep learning techniques have proved their efficacy in facial expression recognition (FER) tasks. H...