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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
Unsupervised Multiview Contrastive Language-Image Joint Learning with Pseudo-Labeled Prompts Via Vision-Language Model for 3D/4D Facial Expression Recognition
Unsupervised Multiview Contrastive Language-Image Joint Learning with Pseudo-Labeled Prompts Via Vision-Language Model for 3D/4D Facial Expression Recognition
Muzammil Behzad
VLM
28
0
0
14 May 2025
VAEmo: Efficient Representation Learning for Visual-Audio Emotion with Knowledge Injection
VAEmo: Efficient Representation Learning for Visual-Audio Emotion with Knowledge Injection
Hao Cheng
Zhiwei Zhao
Yichao He
Zhenzhen Hu
Jia Li
Hao Wu
Richang Hong
43
0
0
05 May 2025
An Evaluation of a Visual Question Answering Strategy for Zero-shot Facial Expression Recognition in Still Images
An Evaluation of a Visual Question Answering Strategy for Zero-shot Facial Expression Recognition in Still Images
Modesto Castrillón-Santana
Oliverio J. Santana
David Freire-Obregón
Daniel Hernández-Sosa
J. Lorenzo-Navarro
52
0
0
30 Apr 2025
DEEMO: De-identity Multimodal Emotion Recognition and Reasoning
DEEMO: De-identity Multimodal Emotion Recognition and Reasoning
Deng Li
Bohao Xing
Xin Liu
Baiqiang Xia
Bihan Wen
Heikki Kälviäinen
VLM
68
0
0
28 Apr 2025
Attributes-aware Visual Emotion Representation Learning
Attributes-aware Visual Emotion Representation Learning
R. S. Maharjan
Marta Romeo
Angelo Cangelosi
30
0
0
09 Apr 2025
Evaluating Facial Expression Recognition Datasets for Deep Learning: A Benchmark Study with Novel Similarity Metrics
Evaluating Facial Expression Recognition Datasets for Deep Learning: A Benchmark Study with Novel Similarity Metrics
F. X. Gaya-Morey
Cristina Manresa-Yee
Célia Martinie
Jose Maria Buades Rubio
72
0
0
26 Mar 2025
HAPI: A Model for Learning Robot Facial Expressions from Human Preferences
HAPI: A Model for Learning Robot Facial Expressions from Human Preferences
Dongsheng Yang
Qianying Liu
Wataru Sato
Takashi Minato
Chaoran Liu
Shin’ya Nishida
44
0
0
21 Mar 2025
Coupling deep and handcrafted features to assess smile genuineness
Coupling deep and handcrafted features to assess smile genuineness
Benedykt Pawlus
Bogdan Smolka
Jolanta Kawulok
Michal Kawulok
CVBM
96
0
0
20 Mar 2025
Soften the Mask: Adaptive Temporal Soft Mask for Efficient Dynamic Facial Expression Recognition
Soften the Mask: Adaptive Temporal Soft Mask for Efficient Dynamic Facial Expression Recognition
Mengzhu Li
Quanxing Zha
Hongjun Wu
CVBM
58
0
0
28 Feb 2025
Emotion Recognition and Generation: A Comprehensive Review of Face, Speech, and Text Modalities
Emotion Recognition and Generation: A Comprehensive Review of Face, Speech, and Text Modalities
Rebecca Mobbs
Dimitrios Makris
Vasileios Argyriou
43
0
0
02 Feb 2025
Facial Expression Analysis and Its Potentials in IoT Systems: A
  Contemporary Survey
Facial Expression Analysis and Its Potentials in IoT Systems: A Contemporary Survey
Zixuan Shanggua
Yanjie Dong
Song Guo
Victor C. M. Leung
M. Jamal Deen
Xiping Hu
39
0
0
23 Dec 2024
Understanding Emotional Body Expressions via Large Language Models
Understanding Emotional Body Expressions via Large Language Models
Haifeng Lu
Jiuyi Chen
Feng Liang
Mingkui Tan
Runhao Zeng
Xiping Hu
77
0
0
17 Dec 2024
Impact of Face Alignment on Face Image Quality
Impact of Face Alignment on Face Image Quality
Eren Onaran
Erdi Sarıtaş
H. K. Ekenel
CVBM
84
1
0
16 Dec 2024
Unimodal and Multimodal Static Facial Expression Recognition for Virtual
  Reality Users with EmoHeVRDB
Unimodal and Multimodal Static Facial Expression Recognition for Virtual Reality Users with EmoHeVRDB
Thorben Ortmann
Qi Wang
Larissa Putzar
79
0
0
15 Dec 2024
VariFace: Fair and Diverse Synthetic Dataset Generation for Face Recognition
VariFace: Fair and Diverse Synthetic Dataset Generation for Face Recognition
Michael Yeung
Toya Teramoto
Songtao Wu
Tatsuo Fujiwara
Kenji Suzuki
Tamaki Kojima
83
0
0
09 Dec 2024
Revisiting Marr in Face: The Building of 2D--2.5D--3D Representations in
  Deep Neural Networks
Revisiting Marr in Face: The Building of 2D--2.5D--3D Representations in Deep Neural Networks
Xiangyu Zhu
Chang Yu
Jiankuo Zhao
Zhaoxiang Zhang
Stan Z. Li
Zhen Lei
3DV
82
0
0
25 Nov 2024
Prior-based Objective Inference Mining Potential Uncertainty for Facial
  Expression Recognition
Prior-based Objective Inference Mining Potential Uncertainty for Facial Expression Recognition
Hanwei Liu
Huiling Cai
Qingcheng Lin
Xuefeng Li
Hui Xiao
3DH
75
0
0
20 Nov 2024
FERT: Real-Time Facial Expression Recognition with Short-Range FMCW Radar
Sabri Mustafa Kahya
Muhammet Sami Yavuz
Eckehard Steinbach
69
0
0
18 Nov 2024
Smile upon the Face but Sadness in the Eyes: Emotion Recognition based
  on Facial Expressions and Eye Behaviors
Smile upon the Face but Sadness in the Eyes: Emotion Recognition based on Facial Expressions and Eye Behaviors
Yuanyuan Liu
Lin Wei
Kejun Liu
Yibing Zhan
Zijing Chen
Zhe Chen
Shiguang Shan
28
1
0
08 Nov 2024
Building Altruistic and Moral AI Agent with Brain-inspired Affective
  Empathy Mechanisms
Building Altruistic and Moral AI Agent with Brain-inspired Affective Empathy Mechanisms
Feifei Zhao
Hui Feng
Haibo Tong
Zhengqiang Han
Enmeng Lu
Yinqian Sun
Yi Zeng
42
1
0
29 Oct 2024
Face-MLLM: A Large Face Perception Model
Face-MLLM: A Large Face Perception Model
Haomiao Sun
Mingjie He
Tianheng Lian
Hu Han
Shiguang Shan
VLM
CVBM
LRM
25
5
0
28 Oct 2024
Balancing the Scales: Enhancing Fairness in Facial Expression
  Recognition with Latent Alignment
Balancing the Scales: Enhancing Fairness in Facial Expression Recognition with Latent Alignment
S. A. Rizvi
Aryan Seth
Pratik Narang
26
0
0
25 Oct 2024
Bridging the Gaps: Utilizing Unlabeled Face Recognition Datasets to
  Boost Semi-Supervised Facial Expression Recognition
Bridging the Gaps: Utilizing Unlabeled Face Recognition Datasets to Boost Semi-Supervised Facial Expression Recognition
Jie Song
Mengqiao He
Jinhua Feng
B. S.
27
0
0
23 Oct 2024
SynFER: Towards Boosting Facial Expression Recognition with Synthetic
  Data
SynFER: Towards Boosting Facial Expression Recognition with Synthetic Data
Xilin He
Cheng Luo
Xiaole Xian
Bing Li
Siyang Song
Muhammad Haris Khan
Weicheng Xie
L. Shen
Zongyuan Ge
41
3
0
13 Oct 2024
EmojiHeroVR: A Study on Facial Expression Recognition under Partial
  Occlusion from Head-Mounted Displays
EmojiHeroVR: A Study on Facial Expression Recognition under Partial Occlusion from Head-Mounted Displays
Thorben Ortmann
Qi Wang
Larissa Putzar
30
2
0
04 Oct 2024
Decoding Emotions: Unveiling Facial Expressions through Acoustic Sensing
  with Contrastive Attention
Decoding Emotions: Unveiling Facial Expressions through Acoustic Sensing with Contrastive Attention
Guangjing Wang
Juexing Wang
Ce Zhou
Weikang Ding
Huacheng Zeng
Tianxing Li
Qiben Yan
36
0
0
01 Oct 2024
From Pixels to Words: Leveraging Explainability in Face Recognition
  through Interactive Natural Language Processing
From Pixels to Words: Leveraging Explainability in Face Recognition through Interactive Natural Language Processing
Ivan Deandres-Tame
Muhammad Faisal
Ruben Tolosana
Rouqaiah Al-Refai
R. Vera-Rodríguez
Philipp Terhörst
26
0
0
24 Sep 2024
Human-like Affective Cognition in Foundation Models
Human-like Affective Cognition in Foundation Models
Kanishk Gandhi
Zoe Lynch
Jan-Philipp Fränken
Kayla Patterson
Sharon Wambu
Tobias Gerstenberg
Desmond C. Ong
Noah D. Goodman
52
2
0
18 Sep 2024
Affective Computing Has Changed: The Foundation Model Disruption
Affective Computing Has Changed: The Foundation Model Disruption
Björn Schuller
Adria Mallol-Ragolta
Alejandro Pena Almansa
Iosif Tsangko
Mostafa M. Amin
A. Semertzidou
Lukas Christ
Shahin Amiriparian
28
0
0
13 Sep 2024
Knowledge-Enhanced Facial Expression Recognition with
  Emotional-to-Neutral Transformation
Knowledge-Enhanced Facial Expression Recognition with Emotional-to-Neutral Transformation
Hangyu Li
Yihan Xu
Jiangchao Yao
Nannan Wang
Xinbo Gao
Bo Han
38
0
0
13 Sep 2024
Recent Trends of Multimodal Affective Computing: A Survey from NLP
  Perspective
Recent Trends of Multimodal Affective Computing: A Survey from NLP Perspective
Guimin Hu
Yi Xin
Weimin Lyu
Haojian Huang
Chang Sun
Zehan Zhu
Lin Gui
Ruichu Cai
Erik Cambria
Hasti Seifi
32
5
0
11 Sep 2024
MRAC Track 1: 2nd Workshop on Multimodal, Generative and Responsible
  Affective Computing
MRAC Track 1: 2nd Workshop on Multimodal, Generative and Responsible Affective Computing
Shreya Ghosh
Zhixi Cai
Abhinav Dhall
D. Kollias
Roland Goecke
Tom Gedeon
33
1
0
11 Sep 2024
Complex Emotion Recognition System using basic emotions via Facial
  Expression, EEG, and ECG Signals: a review
Complex Emotion Recognition System using basic emotions via Facial Expression, EEG, and ECG Signals: a review
Javad Hassannataj Joloudari
Mohammad Maftoun
Bahareh Nakisa
R. Alizadehsani
Meisam Yadollahzadeh-Tabari
26
3
0
09 Sep 2024
MDPE: A Multimodal Deception Dataset with Personality and Emotional
  Characteristics
MDPE: A Multimodal Deception Dataset with Personality and Emotional Characteristics
Cong Cai
Shan Liang
Xuefei Liu
Kang Zhu
Zhengqi Wen
...
Zhenhua Cheng
Hanzhe Xu
Ruibo Fu
Bin Liu
Yongwei Li
37
3
0
17 Jul 2024
Learning with Alignments: Tackling the Inter- and Intra-domain Shifts
  for Cross-multidomain Facial Expression Recognition
Learning with Alignments: Tackling the Inter- and Intra-domain Shifts for Cross-multidomain Facial Expression Recognition
Yuxiang Yang
L. Wen
Xinyi Zeng
Yuanyuan Xu
Xi Wu
Jiliu Zhou
Yan Wang
25
3
0
08 Jul 2024
Towards Context-Aware Emotion Recognition Debiasing from a Causal
  Demystification Perspective via De-confounded Training
Towards Context-Aware Emotion Recognition Debiasing from a Causal Demystification Perspective via De-confounded Training
Dingkang Yang
Kun Yang
Haopeng Kuang
Zhaoyu Chen
Yuzheng Wang
Lihua Zhang
CML
41
4
0
06 Jul 2024
FineCLIPER: Multi-modal Fine-grained CLIP for Dynamic Facial Expression
  Recognition with AdaptERs
FineCLIPER: Multi-modal Fine-grained CLIP for Dynamic Facial Expression Recognition with AdaptERs
Haodong Chen
Haojian Huang
Junhao Dong
Mingzhe Zheng
Dian Shao
45
15
0
02 Jul 2024
Multi-threshold Deep Metric Learning for Facial Expression Recognition
Multi-threshold Deep Metric Learning for Facial Expression Recognition
Wenwu Yang
Jinyi Yu
Tuo Chen
Zhenguang Liu
Xun Wang
Jianbing Shen
CVBM
21
1
0
24 Jun 2024
ADBA:Approximation Decision Boundary Approach for Black-Box Adversarial
  Attacks
ADBA:Approximation Decision Boundary Approach for Black-Box Adversarial Attacks
Feiyang Wang
Xingquan Zuo
Hai Huang
Gang Chen
AAML
40
1
0
07 Jun 2024
Multi-label Class Incremental Emotion Decoding with Augmented Emotional
  Semantics Learning
Multi-label Class Incremental Emotion Decoding with Augmented Emotional Semantics Learning
Kaicheng Fu
Changde Du
Xiaoyu Chen
Jie Peng
Huiguang He
CLL
43
0
0
31 May 2024
FaceMixup: Enhancing Facial Expression Recognition through Mixed Face
  Regularization
FaceMixup: Enhancing Facial Expression Recognition through Mixed Face Regularization
Fabio A. Faria
Mateus M. Souza
R. F. D. S. Teixeira
Maurício Pamplona Segundo
50
0
0
30 May 2024
Enhancing Zero-Shot Facial Expression Recognition by LLM Knowledge
  Transfer
Enhancing Zero-Shot Facial Expression Recognition by LLM Knowledge Transfer
Zengqun Zhao
Yu Cao
Shaogang Gong
Ioannis Patras
50
6
0
29 May 2024
Improved Emotional Alignment of AI and Humans: Human Ratings of Emotions
  Expressed by Stable Diffusion v1, DALL-E 2, and DALL-E 3
Improved Emotional Alignment of AI and Humans: Human Ratings of Emotions Expressed by Stable Diffusion v1, DALL-E 2, and DALL-E 3
J. Lomas
Willem van der Maden
Sohhom Bandyopadhyay
Giovanni Lion
Nirmal Patel
Gyanesh Jain
Yanna Litowsky
Haian Xue
Pieter M. A. Desmet
37
1
0
28 May 2024
ComFace: Facial Representation Learning with Synthetic Data for Comparing Faces
ComFace: Facial Representation Learning with Synthetic Data for Comparing Faces
Yusuke Akamatsu
Terumi Umematsu
Hitoshi Imaoka
Shizuko Gomi
Hideo Tsurushima
94
0
0
25 May 2024
Inconsistency-Aware Cross-Attention for Audio-Visual Fusion in
  Dimensional Emotion Recognition
Inconsistency-Aware Cross-Attention for Audio-Visual Fusion in Dimensional Emotion Recognition
R Gnana Praveen
Jahangir Alam
55
0
0
21 May 2024
FER-YOLO-Mamba: Facial Expression Detection and Classification Based on
  Selective State Space
FER-YOLO-Mamba: Facial Expression Detection and Classification Based on Selective State Space
Hui Ma
Sen Lei
Turgay Celik
Heng-Chao Li
Mamba
35
10
0
03 May 2024
EALD-MLLM: Emotion Analysis in Long-sequential and De-identity videos with Multi-modal Large Language Model
EALD-MLLM: Emotion Analysis in Long-sequential and De-identity videos with Multi-modal Large Language Model
Deng Li
Xin Liu
Bohao Xing
Baiqiang Xia
Yuan Zong
Bihan Wen
Heikki Kälviäinen
32
3
0
01 May 2024
Two in One Go: Single-stage Emotion Recognition with Decoupled
  Subject-context Transformer
Two in One Go: Single-stage Emotion Recognition with Decoupled Subject-context Transformer
Xinpeng Li
Teng Wang
Jian Zhao
Shuyi Mao
Jinbao Wang
Feng Zheng
Xiaojiang Peng
Xuelong Li
28
1
0
26 Apr 2024
Ada-DF: An Adaptive Label Distribution Fusion Network For Facial
  Expression Recognition
Ada-DF: An Adaptive Label Distribution Fusion Network For Facial Expression Recognition
Shu Liu
Yan Xu
Tongming Wan
Xiaoyan Kui
39
0
0
24 Apr 2024
Authentic Emotion Mapping: Benchmarking Facial Expressions in Real News
Authentic Emotion Mapping: Benchmarking Facial Expressions in Real News
Qixuan Zhang
Zhifeng Wang
Yang Liu
Zhenyue Qin
Kaihao Zhang
Sabrina Caldwell
Tom Gedeon
CVBM
50
1
0
21 Apr 2024
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