Facial Expression Recognition

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.

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Latest papers with code

Frame attention networks for facial expression recognition in videos

29 Jun 2019Open-Debin/Emotion-FAN

The feature embedding module is a deep Convolutional Neural Network (CNN) which embeds face images into feature vectors.

FACIAL EXPRESSION RECOGNITION

21
29 Jun 2019

Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition

10 May 2019kaiwang960112/Challenge-condition-FER-dataset

Extensive experiments show that our RAN and region biased loss largely improve the performance of FER with occlusion and variant pose.

FACIAL EXPRESSION RECOGNITION

36
10 May 2019

Facial Expression Recognition Research Based on Deep Learning

22 Apr 2019fulviomascara/pytorch-cv

The greater the distance, the more sensitive the feature map is to the facial feature unit.

FACIAL EXPRESSION RECOGNITION OBJECT RECOGNITION

1
22 Apr 2019

Spontaneous Facial Micro-Expression Recognition using 3D Spatiotemporal Convolutional Neural Networks

27 Mar 2019bogireddytejareddy/micro-expression-recognition

This paper proposes two 3D-CNN methods: MicroExpSTCNN and MicroExpFuseNet, for spontaneous facial micro-expression recognition by exploiting the spatiotemporal information in CNN framework.

FACIAL EXPRESSION RECOGNITION

24
27 Mar 2019

FERAtt: Facial Expression Recognition with Attention Net

8 Feb 2019pedrodiamel/ferattention

We present a new end-to-end network architecture for facial expression recognition with an attention model.

FACIAL EXPRESSION RECOGNITION

17
08 Feb 2019

Automatic Recognition of Student Engagement using Deep Learning and Facial Expression

7 Aug 2018omidmn/Engagement-Recognition

This paper presents a deep learning model to improve engagement recognition from images that overcomes the data sparsity challenge by pre-training on readily available basic facial expression data, before training on specialised engagement data.

FACIAL EXPRESSION RECOGNITION

9
07 Aug 2018

Covariance Pooling For Facial Expression Recognition

13 May 2018d-acharya/CovPoolFER

In this work, we explore the benefits of using a man- ifold network structure for covariance pooling to improve facial expression recognition.

FACIAL EXPRESSION RECOGNITION

59
13 May 2018

Deep Facial Expression Recognition: A Survey

23 Apr 2018mgeezzyy/Facial-Expression-Recognition-2018

We then introduce the available datasets that are widely used in the literature and provide accepted data selection and evaluation principles for these datasets.

FACIAL EXPRESSION RECOGNITION

1
23 Apr 2018

MicroExpNet: An Extremely Small and Fast Model For Expression Recognition From Frontal Face Images

19 Nov 2017cuguilke/microexpnet

This paper is aimed at creating extremely small and fast convolutional neural networks (CNN) for the problem of facial expression recognition (FER) from frontal face images.

FACIAL EXPRESSION RECOGNITION MODEL COMPRESSION

76
19 Nov 2017

Grammatical facial expression recognition using customized deep neural network architecture

16 Nov 2017rohithv/Grammatical-facial-expression-recognition

This is carried out through recognition of facial expressions, which accompany the hand signs used in this language.

FACIAL EXPRESSION RECOGNITION

0
16 Nov 2017