3 citations · 7 across the 7 of their papers we have counts for
5 papers · 1 filter
Interpretable Deep Neural Networks for Facial Expression and Dimensional Emotion Recognition in-the-wild
Valentin Richer, Dimitrios Kollias
In this project, we created a database with two types of annotations used in the emotion recognition domain : Action Units and Valence Arousal to try to achieve better results than…
Interpretable Deep Neural Networks for Dimensional and Categorical Emotion Recognition in-the-wild
Xia Yicheng, Dimitrios Kollias
Emotions play an important role in people's life. Understanding and recognising is not only important for interpersonal communication, but also has promising applications in Human-…
Image Generation and Recognition (Emotions)
Hanne Carlsson, Dimitrios Kollias
Generative Adversarial Networks (GANs) were proposed in 2014 by Goodfellow et al., and have since been extended into multiple computer vision applications. This report provides a t…
AffWild Net and Aff-Wild Database
Alvertos Benroumpi, Dimitrios Kollias
Emotions recognition is the task of recognizing people's emotions. Usually it is achieved by analyzing expression of peoples faces. There are two ways for representing emotions: Th…
Aff-Wild Database and AffWildNet
Mengyao Liu, Dimitrios Kollias
In the context of HCI, building an automatic system to recognize affect of human facial expression in real-world condition is very crucial to make machine interact naturallisticaly…