1 code implementation • 18 Apr 2020 • Behzad Hasani, Pooran Singh Negi, Mohammad H. Mahoor
We conducted comprehensive experiments on the categorical and dimensional models of affect on the challenging in-the-wild databases of AffectNet, FER2013, and Affect-in-Wild.
Facial Expression Recognition Facial Expression Recognition (FER)
no code implementations • 5 Mar 2019 • Behzad Hasani, Pooran Singh Negi, Mohammad H. Mahoor
This paper introduces Bounded Residual Gradient Networks (BReG-Net) for facial expression recognition, in which the shortcut connection between the input and the output of the ResNet module is replaced with a differentiable function with a bounded gradient.
Facial Expression Recognition Facial Expression Recognition (FER)
1 code implementation • 14 Aug 2017 • Ali Mollahosseini, Behzad Hasani, Mohammad H. Mahoor
AffectNet is by far the largest database of facial expression, valence, and arousal in the wild enabling research in automated facial expression recognition in two different emotion models.
Ranked #25 on Facial Expression Recognition (FER) on AffectNet
Facial Expression Recognition Facial Expression Recognition (FER)
no code implementations • 22 May 2017 • Behzad Hasani, Mohammad H. Mahoor
Deep Neural Networks (DNNs) have shown to outperform traditional methods in various visual recognition tasks including Facial Expression Recognition (FER).
Facial Expression Recognition Facial Expression Recognition (FER)
no code implementations • 22 May 2017 • Behzad Hasani, Mohammad H. Mahoor
Automated affective computing in the wild is a challenging task in the field of computer vision.
no code implementations • 20 Mar 2017 • Behzad Hasani, Mohammad H. Mahoor
Our experimental results show that cascading the deep network architecture with the CRF module considerably increases the recognition of facial expressions in videos and in particular it outperforms the state-of-the-art methods in the cross-database experiments and yields comparable results in the subject-independent experiments.
Facial Expression Recognition Facial Expression Recognition (FER) +2