This article aims to summarize and describe research on the topic of automatic group
emotion recognition. In recent years, the topic of emotion analysis of groups or crowds has …

Facial Expression Recognition (FER), as the primary processing method for non-verbal
intentions, is an important and promising field of computer vision and artificial intelligence …

Human visual perception is efficient, flexible and context-sensitive. The Bayesian brain view
explains this with probabilistic perceptual inference integrating prior experience and …

We present a novel method for modeling 3D face shape, viewpoint, and expression from a
single, unconstrained photo. Our method uses three deep convolutional neural networks to …

In spite of the recent advancements in the field of deep learning based techniques for facial
expression recognition, the efficiency of the state-of-the-art recognition methods in the wild …

Depression in the elderly is an important social issue considering the population aging of
the world. In particular, elderly living alone who has narrowed social relationship due to …

This paper focuses on the analysis of reactions captured by the face analysis system. The
experiment was conducted on a sample of 50 university students. Each student was shown …

Group emotion recognition (GER) from image has attracted much attention in recent years.
Networks using attention mechanism for GER have shown great potential. However, the …

Traditional facial expression recognition (FER) has achieved satisfactory results to some
extent, and most of the current methods are trained and evaluated on a single database …

Group-based emotion recognition (GER) is an interesting topic in both security and social
area. In this paper, a GER with hybrid optimization based recurrent fuzzy neural network is …