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Deep Facial Expression Recognition: A Survey

Deep Facial Expression Recognition: A Survey

23 April 2018
Shan Li
Weihong Deng
ArXivPDFHTML

Papers citing "Deep Facial Expression Recognition: A Survey"

50 / 273 papers shown
Title
Exploiting Emotional Dependencies with Graph Convolutional Networks for
  Facial Expression Recognition
Exploiting Emotional Dependencies with Graph Convolutional Networks for Facial Expression Recognition
P. Antoniadis
P. Filntisis
Petros Maragos
CVBM
8
35
0
07 Jun 2021
Domain Adaptation for Facial Expression Classifier via Domain
  Discrimination and Gradient Reversal
Domain Adaptation for Facial Expression Classifier via Domain Discrimination and Gradient Reversal
Kamill Akhmetov
8
1
0
02 Jun 2021
Deep and Shallow Covariance Feature Quantization for 3D Facial
  Expression Recognition
Deep and Shallow Covariance Feature Quantization for 3D Facial Expression Recognition
Walid Hariri
N. Farah
Dinesh Kumar Vishwakarma
3DPC
14
8
0
12 May 2021
Uncover Common Facial Expressions in Terracotta Warriors: A Deep
  Learning Approach
Uncover Common Facial Expressions in Terracotta Warriors: A Deep Learning Approach
Wenhong Tian
Yuanlun Xie
Tingsong Ma
Hengxin Zhang
CVBM
12
1
0
11 May 2021
Landmark-Aware and Part-based Ensemble Transfer Learning Network for
  Facial Expression Recognition from Static images
Landmark-Aware and Part-based Ensemble Transfer Learning Network for Facial Expression Recognition from Static images
Rohan Wadhawan
Tapan K. Gandhi
CVBM
13
2
0
22 Apr 2021
I Only Have Eyes for You: The Impact of Masks On Convolutional-Based
  Facial Expression Recognition
I Only Have Eyes for You: The Impact of Masks On Convolutional-Based Facial Expression Recognition
Pablo V. A. Barros
A. Sciutti
CVBM
10
5
0
16 Apr 2021
Do Deep Neural Networks Forget Facial Action Units? -- Exploring the
  Effects of Transfer Learning in Health Related Facial Expression Recognition
Do Deep Neural Networks Forget Facial Action Units? -- Exploring the Effects of Transfer Learning in Health Related Facial Expression Recognition
Pooja Prajod
Dominik Schiller
Tobias Huber
Elisabeth André
CVBM
11
8
0
15 Apr 2021
AI perspectives in Smart Cities and Communities to enable road vehicle
  automation and smart traffic control
AI perspectives in Smart Cities and Communities to enable road vehicle automation and smart traffic control
Cristofer Englund
E. Aksoy
F. Alonso-Fernandez
Martin Cooney
Sepideh Pashami
B. Åstrand
22
40
0
07 Apr 2021
On the Pitfalls of Learning with Limited Data: A Facial Expression
  Recognition Case Study
On the Pitfalls of Learning with Limited Data: A Facial Expression Recognition Case Study
Miguel Rodríguez Santander
Juan Felipe Hernandez Albarracin
Adín Ramirez Rivera
13
4
0
02 Apr 2021
Facial Expression Recognition with Visual Transformers and Attentional
  Selective Fusion
Facial Expression Recognition with Visual Transformers and Attentional Selective Fusion
Fuyan Ma
Bin Sun
Shutao Li
ViT
23
179
0
31 Mar 2021
Facial Masks and Soft-Biometrics: Leveraging Face Recognition CNNs for
  Age and Gender Prediction on Mobile Ocular Images
Facial Masks and Soft-Biometrics: Leveraging Face Recognition CNNs for Age and Gender Prediction on Mobile Ocular Images
F. Alonso-Fernandez
Kevin Hernandez Diaz
Silvia Ramis
Francisco J. Perales López
J. Bigün
CVBM
17
23
0
31 Mar 2021
Graph-based Facial Affect Analysis: A Review
Graph-based Facial Affect Analysis: A Review
Yang Liu
Xingming Zhang
Yante Li
Jinzhao Zhou
Xin-hui Li
Guoying Zhao
CVBM
43
24
0
29 Mar 2021
Computational Emotion Analysis From Images: Recent Advances and Future
  Directions
Computational Emotion Analysis From Images: Recent Advances and Future Directions
Sicheng Zhao
Quanwei Huang
Youbao Tang
Xingxu Yao
Jufeng Yang
Guiguang Ding
Björn W. Schuller
19
18
0
19 Mar 2021
Towards Fair Affective Robotics: Continual Learning for Mitigating Bias
  in Facial Expression and Action Unit Recognition
Towards Fair Affective Robotics: Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition
Ozgur Kara
Nikhil Churamani
Hatice Gunes
6
12
0
15 Mar 2021
Domain-Incremental Continual Learning for Mitigating Bias in Facial
  Expression and Action Unit Recognition
Domain-Incremental Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition
Nikhil Churamani
Ozgur Kara
Hatice Gunes
24
37
0
15 Mar 2021
Facial emotion expressions in human-robot interaction: A survey
Facial emotion expressions in human-robot interaction: A survey
Niyati Rawal
R. Stock-Homburg
14
51
0
12 Mar 2021
Morphset:Augmenting categorical emotion datasets with dimensional affect
  labels using face morphing
Morphset:Augmenting categorical emotion datasets with dimensional affect labels using face morphing
Vassilios Vonikakis
Dexter Neo
Stefan Winkler
CVBM
23
6
0
04 Mar 2021
DeepFN: Towards Generalizable Facial Action Unit Recognition with Deep
  Face Normalization
DeepFN: Towards Generalizable Facial Action Unit Recognition with Deep Face Normalization
Javier Hernández
Daniel J. McDuff
Ognjen
Ognjen Rudovic
Alberto Fung
Mary Czerwinski
CVBM
39
5
0
03 Mar 2021
Weakly Supervised Learning for Facial Behavior Analysis : A Review
Weakly Supervised Learning for Facial Behavior Analysis : A Review
G. Praveen
Member Ieee Eric Granger
Member Ieee Patrick Cardinal
CVBM
29
6
0
25 Jan 2021
The Multimodal Sentiment Analysis in Car Reviews (MuSe-CaR) Dataset:
  Collection, Insights and Improvements
The Multimodal Sentiment Analysis in Car Reviews (MuSe-CaR) Dataset: Collection, Insights and Improvements
Lukas Stappen
Alice Baird
Lea Schumann
Björn Schuller
42
59
0
15 Jan 2021
Fast Facial Landmark Detection and Applications: A Survey
Fast Facial Landmark Detection and Applications: A Survey
K. Khabarlak
L. Koriashkina
CVBM
3DH
23
60
0
12 Jan 2021
CapsField: Light Field-based Face and Expression Recognition in the Wild
  using Capsule Routing
CapsField: Light Field-based Face and Expression Recognition in the Wild using Capsule Routing
Alireza Sepas-Moghaddam
Ali Etemad
F. Pereira
P. Correia
CVBM
35
34
0
10 Jan 2021
Identity-aware Facial Expression Recognition in Compressed Video
Identity-aware Facial Expression Recognition in Compressed Video
Xiaofeng Liu
Linghao Jin
Xu Han
Jun Lu
J. You
Lingsheng Kong
CVBM
48
20
0
01 Jan 2021
Dynamic Facial Expression Recognition under Partial Occlusion with
  Optical Flow Reconstruction
Dynamic Facial Expression Recognition under Partial Occlusion with Optical Flow Reconstruction
Delphine Poux
B. Allaert
Nacim Ihaddadene
Ioan Marius Bilasco
Chaabane Djéraba
Bennamoun
CVBM
3DH
21
36
0
24 Dec 2020
An Overview of Facial Micro-Expression Analysis: Data, Methodology and
  Challenge
An Overview of Facial Micro-Expression Analysis: Data, Methodology and Challenge
Hongxia Xie
Ling Lo
Hong-Han Shuai
Wen-Huang Cheng
32
37
0
21 Dec 2020
AU-Guided Unsupervised Domain Adaptive Facial Expression Recognition
AU-Guided Unsupervised Domain Adaptive Facial Expression Recognition
Kaidi Wang
Yuxin Gu
Xiaojiang Peng
Panpan Zhang
Baigui Sun
Hao Li
40
10
0
18 Dec 2020
Exploring Facial Expressions and Affective Domains for Parkinson
  Detection
Exploring Facial Expressions and Affective Domains for Parkinson Detection
Luis Felipe Gómez-Gómez
Aythami Morales
Julian Fierrez
J. Orozco-Arroyave
CVBM
18
10
0
11 Dec 2020
Selective Pseudo-Labeling with Reinforcement Learning for
  Semi-Supervised Domain Adaptation
Selective Pseudo-Labeling with Reinforcement Learning for Semi-Supervised Domain Adaptation
Bingyu Liu
Yuhong Guo
Jieping Ye
Weihong Deng
35
2
0
07 Dec 2020
Continuous Emotion Recognition with Spatiotemporal Convolutional Neural
  Networks
Continuous Emotion Recognition with Spatiotemporal Convolutional Neural Networks
Thomas Teixeira
Eric Granger
Alessandro Lameiras Koerich
CVBM
17
9
0
18 Nov 2020
Facial Expressions as a Vulnerability in Face Recognition
Facial Expressions as a Vulnerability in Face Recognition
Alejandro Peña
Ignacio Serna
Aythami Morales
Julian Fierrez
Àgata Lapedriza
CVBM
6
18
0
17 Nov 2020
Deep Learning -- A first Meta-Survey of selected Reviews across
  Scientific Disciplines, their Commonalities, Challenges and Research Impact
Deep Learning -- A first Meta-Survey of selected Reviews across Scientific Disciplines, their Commonalities, Challenges and Research Impact
Jan Egger
Antonio Pepe
Christina Schwarz-Gsaxner
Yuan Jin
Jianning Li
Roman Kern
OOD
VLM
AI4CE
31
30
0
16 Nov 2020
Temporal Stochastic Softmax for 3D CNNs: An Application in Facial
  Expression Recognition
Temporal Stochastic Softmax for 3D CNNs: An Application in Facial Expression Recognition
T. Ayral
M. Pedersoli
Simon L Bacon
Eric Granger
CVBM
3DH
13
11
0
10 Nov 2020
Video-based Facial Expression Recognition using Graph Convolutional
  Networks
Video-based Facial Expression Recognition using Graph Convolutional Networks
Daizong Liu
Hongting Zhang
Pan Zhou
14
35
0
26 Oct 2020
Mutual Information Regularized Identity-aware Facial
  ExpressionRecognition in Compressed Video
Mutual Information Regularized Identity-aware Facial ExpressionRecognition in Compressed Video
Xiaofeng Liu
Linghao Jin
Xu Han
J. You
CVBM
20
26
0
20 Oct 2020
RealSmileNet: A Deep End-To-End Network for Spontaneous and Posed Smile
  Recognition
RealSmileNet: A Deep End-To-End Network for Spontaneous and Posed Smile Recognition
Yan Yang
Md. Zakir Hossain
Tom Gedeon
Shafin Rahman
CVBM
11
10
0
07 Oct 2020
The Use of AI for Thermal Emotion Recognition: A Review of Problems and
  Limitations in Standard Design and Data
The Use of AI for Thermal Emotion Recognition: A Review of Problems and Limitations in Standard Design and Data
Catherine Ordun
Edward Raff
S. Purushotham
16
13
0
22 Sep 2020
Visual Methods for Sign Language Recognition: A Modality-Based Review
Visual Methods for Sign Language Recognition: A Modality-Based Review
B. Seddik
N. Amara
SLR
30
1
0
22 Sep 2020
Learning Emotional-Blinded Face Representations
Learning Emotional-Blinded Face Representations
Alejandro Peña
Julian Fierrez
Àgata Lapedriza
Aythami Morales
CVBM
11
12
0
18 Sep 2020
The FaceChannel: A Fast & Furious Deep Neural Network for Facial
  Expression Recognition
The FaceChannel: A Fast & Furious Deep Neural Network for Facial Expression Recognition
Pablo V. A. Barros
Nikhil Churamani
A. Sciutti
CVBM
13
38
0
15 Sep 2020
Toward Multimodal Modeling of Emotional Expressiveness
Toward Multimodal Modeling of Emotional Expressiveness
Victoria Lin
J. Girard
M. Sayette
Louis-Philippe Morency
43
5
0
31 Aug 2020
Point Adversarial Self Mining: A Simple Method for Facial Expression
  Recognition
Point Adversarial Self Mining: A Simple Method for Facial Expression Recognition
Ping Liu
Yuewei Lin
Zibo Meng
Lu Lu
Weihong Deng
Qiufeng Wang
Yi Yang
21
26
0
26 Aug 2020
Learning Disentangled Expression Representations from Facial Images
Learning Disentangled Expression Representations from Facial Images
Marah Halawa
Manuel Wöllhaf
Eduardo Vellasques
Urko Sánchez Sanz
Olaf Hellwich
CoGe
CVBM
DRL
13
8
0
16 Aug 2020
RAF-AU Database: In-the-Wild Facial Expressions with Subjective Emotion
  Judgement and Objective AU Annotations
RAF-AU Database: In-the-Wild Facial Expressions with Subjective Emotion Judgement and Objective AU Annotations
Wenjing Yan
Shan Li
Chengtao Que
Jiquan Pei
Weihong Deng
CVBM
14
23
0
12 Aug 2020
Adversarial Graph Representation Adaptation for Cross-Domain Facial
  Expression Recognition
Adversarial Graph Representation Adaptation for Cross-Domain Facial Expression Recognition
Yuan Xie
Tianshui Chen
Tao Pu
Hefeng Wu
Liang Lin
16
56
0
03 Aug 2020
Variants of BERT, Random Forests and SVM approach for Multimodal
  Emotion-Target Sub-challenge
Variants of BERT, Random Forests and SVM approach for Multimodal Emotion-Target Sub-challenge
Hoang Manh Hung
Hyung-Jeong Yang
Soohyung Kim
Gueesang Lee
13
0
0
28 Jul 2020
Micro-expression spotting: A new benchmark
Micro-expression spotting: A new benchmark
T. Tran
Q. Vo
Xiaopeng Hong
Xiaobai Li
Guoying Zhao
29
44
0
24 Jul 2020
Investigating Bias and Fairness in Facial Expression Recognition
Investigating Bias and Fairness in Facial Expression Recognition
Tian Xu
J. White
Sinan Kalkan
Hatice Gunes
CVBM
10
158
0
20 Jul 2020
Pose-aware Adversarial Domain Adaptation for Personalized Facial
  Expression Recognition
Pose-aware Adversarial Domain Adaptation for Personalized Facial Expression Recognition
Guang Liang
Shangfei Wang
Can Wang
CVBM
19
6
0
12 Jul 2020
EmotionNet Nano: An Efficient Deep Convolutional Neural Network Design
  for Real-time Facial Expression Recognition
EmotionNet Nano: An Efficient Deep Convolutional Neural Network Design for Real-time Facial Expression Recognition
J. Lee
Linda Wang
A. Wong
CVBM
21
38
0
29 Jun 2020
PropagationNet: Propagate Points to Curve to Learn Structure Information
PropagationNet: Propagate Points to Curve to Learn Structure Information
Xiehe Huang
Weihong Deng
Haifeng Shen
Xiubao Zhang
Jieping Ye
3DPC
CVBM
25
23
0
25 Jun 2020
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