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Facial Expression Recognition

28 papers with code ยท Computer Vision

Facial expression recognition is the task of classifying the expressions on face images into various categories such as anger, fear, surprise, sadness, happiness and so on.

( Image credit: DeXpression )

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Latest papers without code

Omni-supervised Facial Expression Recognition: A Simple Baseline

18 May 2020

To enhance the robustness of the learned models for various scenarios, we propose to perform omni-supervised learning by exploiting the labeled samples together with a large number of unlabeled data.

FACIAL EXPRESSION RECOGNITION

ResMoNet: A Residual Mobile-based Network for Facial Emotion Recognition in Resource-Limited Systems

15 May 2020

The Deep Neural Networks (DNNs) models have contributed a high accuracy for the classification of human emotional states from facial expression recognition data sets, where efficiency is an important factor for resource-limited systems as mobile devices and embedded systems.

EMOTION RECOGNITION FACIAL EXPRESSION RECOGNITION

Real-time Facial Expression Recognition "In The Wild'' by Disentangling 3D Expression from Identity

12 May 2020

Human emotions analysis has been the focus of many studies, especially in the field of Affective Computing, and is important for many applications, e. g. human-computer intelligent interaction, stress analysis, interactive games, animations, etc.

EMOTION RECOGNITION FACIAL EXPRESSION RECOGNITION

Occlusion-Adaptive Deep Network for Robust Facial Expression Recognition

12 May 2020

Recognizing the expressions of partially occluded faces is a challenging computer vision problem.

FACIAL EXPRESSION RECOGNITION

Semantic Neighborhood-Aware Deep Facial Expression Recognition

27 Apr 2020

Different from many other attributes, facial expression can change in a continuous way, and therefore, a slight semantic change of input should also lead to the output fluctuation limited in a small scale.

FACIAL EXPRESSION RECOGNITION

Mirror Ritual: An Affective Interface for Emotional Self-Reflection

21 Apr 2020

This paper introduces a new form of real-time affective interface that engages the user in a process of conceptualisation of their emotional state.

FACIAL EXPRESSION RECOGNITION

BReG-NeXt: Facial Affect Computing Using Adaptive Residual Networks With Bounded Gradient

18 Apr 2020

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

The FaceChannel: A Light-weight Deep Neural Network for Facial Expression Recognition

17 Apr 2020

Current state-of-the-art models for automatic FER are based on very deep neural networks that are difficult to train.

FACIAL EXPRESSION RECOGNITION

Facial Expression Recognition with Deep Learning

8 Apr 2020

One of the most universal ways that people communicate is through facial expressions.

FACIAL EXPRESSION RECOGNITION