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Video-based Facial Micro-Expression Analysis: A Survey of Datasets,
  Features and Algorithms
v1v2 (latest)

Video-based Facial Micro-Expression Analysis: A Survey of Datasets, Features and Algorithms

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
30 January 2022
Xianye Ben
Yi Ren
Junping Zhang
Su-Jing Wang
K. Kpalma
W. Meng
Yong Liu
ArXiv (abs)PDFHTML

Papers citing "Video-based Facial Micro-Expression Analysis: A Survey of Datasets, Features and Algorithms"

50 / 50 papers shown
SocialFusion: Addressing Social Degradation in Pre-trained Vision-Language Models
SocialFusion: Addressing Social Degradation in Pre-trained Vision-Language Models
Hamza Tahboub
Weiyan Shi
Gang Hua
Huaizu Jiang
VLM
212
0
0
30 Nov 2025
Point-Supervised Facial Expression Spotting with Gaussian-Based Instance-Adaptive Intensity Modeling
Point-Supervised Facial Expression Spotting with Gaussian-Based Instance-Adaptive Intensity Modeling
Yicheng Deng
Hideaki Hayashi
Hajime Nagahara
230
0
0
21 Nov 2025
VidEmo: Affective-Tree Reasoning for Emotion-Centric Video Foundation Models
VidEmo: Affective-Tree Reasoning for Emotion-Centric Video Foundation Models
Zhicheng Zhang
Weicheng Wang
Yongjie Zhu
Wenyu Qin
Pengfei Wan
Di Zhang
Jufeng Yang
159
2
0
04 Nov 2025
DIANet: A Phase-Aware Dual-Stream Network for Micro-Expression Recognition via Dynamic Images
DIANet: A Phase-Aware Dual-Stream Network for Micro-Expression Recognition via Dynamic Images
Vu Tram Anh Khuong
Luu Tu Nguyen
Thi Bich Phuong Man
Thanh Ha Le
Thi Duyen Ngo
171
0
0
14 Oct 2025
Adaptive Fusion Network with Temporal-Ranked and Motion-Intensity Dynamic Images for Micro-expression Recognition
Adaptive Fusion Network with Temporal-Ranked and Motion-Intensity Dynamic Images for Micro-expression Recognition
Thi Bich Phuong Man
Luu Tu Nguyen
Vu Tram Anh Khuong
Thanh Ha Le
Thi Duyen Ngo
129
0
0
10 Oct 2025
FMANet: A Novel Dual-Phase Optical Flow Approach with Fusion Motion Attention Network for Robust Micro-expression Recognition
FMANet: A Novel Dual-Phase Optical Flow Approach with Fusion Motion Attention Network for Robust Micro-expression Recognition
Luu Tu Nguyen
Vu Tram Anh Khuong
Thi Bich Phuong Man
Thi Duyen Ngo
Thanh Ha Le
176
0
0
09 Oct 2025
FAMNet: Integrating 2D and 3D Features for Micro-expression Recognition via Multi-task Learning and Hierarchical Attention
FAMNet: Integrating 2D and 3D Features for Micro-expression Recognition via Multi-task Learning and Hierarchical Attention
Liangyu Fu
Xuecheng Wu
Danlei Huang
Xinyi Yin
109
0
0
19 Aug 2025
ME-TST+: Micro-expression Analysis via Temporal State Transition with ROI Relationship Awareness
ME-TST+: Micro-expression Analysis via Temporal State Transition with ROI Relationship Awareness
Zizheng Guo
Bochao Zou
Junbao Zhuo
Huimin Ma
175
1
0
11 Aug 2025
Rethinking Key-frame-based Micro-expression Recognition: A Robust and Accurate Framework Against Key-frame Errors
Rethinking Key-frame-based Micro-expression Recognition: A Robust and Accurate Framework Against Key-frame Errors
Zheyuan Zhang
Weihao Tang
Hong Chen
192
0
0
08 Aug 2025
FED-PsyAU: Privacy-Preserving Micro-Expression Recognition via Psychological AU Coordination and Dynamic Facial Motion Modeling
FED-PsyAU: Privacy-Preserving Micro-Expression Recognition via Psychological AU Coordination and Dynamic Facial Motion Modeling
Jingting Li
Y. Qian
Lin Zhao
Su-Jing Wang
186
1
0
28 Jul 2025
MEGC2025: Micro-Expression Grand Challenge on Spot Then Recognize and Visual Question Answering
MEGC2025: Micro-Expression Grand Challenge on Spot Then Recognize and Visual Question Answering
Xinqi Fan
Jingting Li
John See
Moi Hoon Yap
Wen-Huang Cheng
Amritpal Singh
Xiaopeng Hong
Su-Jing Wang
Adrian K. Davision
LRM
246
2
0
18 Jun 2025
MOL: Joint Estimation of Micro-Expression, Optical Flow, and Landmark via Transformer-Graph-Style Convolution
MOL: Joint Estimation of Micro-Expression, Optical Flow, and Landmark via Transformer-Graph-Style ConvolutionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Zhiwen Shao
Yifan Cheng
Feiran Li
Yong Zhou
Xuequan Lu
Yuan Xie
Lizhuang Ma
ViT
269
14
0
17 Jun 2025
MMME: A Spontaneous Multi-Modal Micro-Expression Dataset Enabling Visual-Physiological Fusion
MMME: A Spontaneous Multi-Modal Micro-Expression Dataset Enabling Visual-Physiological Fusion
Chuang Ma
Yu Pei
Jianhang Zhang
Shaokai Zhao
Bowen Ji
Liang Xie
Ye Yan
Erwei Yin
272
0
0
11 Jun 2025
FaceSleuth-R: Adaptive Orientation-Aware Attention for Robust Micro-Expression Recognition
FaceSleuth-R: Adaptive Orientation-Aware Attention for Robust Micro-Expression Recognition
Linquan Wu
Tianxiang Jiang
Haoyu Yang
Wenhao Duan
Shaochao Lin
Zixuan Wang
Yini Fang
Jacky Keung
394
0
0
03 Jun 2025
Emotion Knowledge Enhancement for Vision Large Language Models: A Self-Verification Approach for High-Quality Emotion Instruction Data Generation
Emotion Knowledge Enhancement for Vision Large Language Models: A Self-Verification Approach for High-Quality Emotion Instruction Data Generation
Feifan Wang
Tengfei Song
Minggui He
Yan Yu
Zhanglin Wu
Hao Yang
Wenming Zheng
Osamu Yoshie
300
0
0
14 May 2025
Infused Suppression Of Magnification Artefacts For Micro-AU Detection
Infused Suppression Of Magnification Artefacts For Micro-AU DetectionScandinavian Conference on Image Analysis (SCIA), 2025
Huai-Qian Khor
Yante Li
Xingxun Jiang
Guoying Zhao
304
2
0
12 Apr 2025
AMMSM: Adaptive Motion Magnification and Sparse Mamba for Micro-Expression Recognition
AMMSM: Adaptive Motion Magnification and Sparse Mamba for Micro-Expression Recognition
Xuxiong Liu
Tengteng Dong
Fei Wang
Weijie Feng
Xiao Sun
360
1
0
31 Mar 2025
Towards Online Multi-Modal Social Interaction Understanding
Towards Online Multi-Modal Social Interaction Understanding
Xuzhao Li
Shijian Deng
Bolin Lai
Weiguo Pian
James M. Rehg
Yapeng Tian
538
6
0
25 Mar 2025
Teleology-Driven Affective Computing: A Causal Framework for Sustained Well-Being
Teleology-Driven Affective Computing: A Causal Framework for Sustained Well-Being
Bin Yin
Chong-Yi Liu
Liya Fu
Jinkun Zhang
AI4TS
353
0
0
24 Feb 2025
DFME: A New Benchmark for Dynamic Facial Micro-expression Recognition
DFME: A New Benchmark for Dynamic Facial Micro-expression RecognitionIEEE Transactions on Affective Computing (TAC), 2023
Zhengye Zhang
Huaying Tang
Xinglong Mao
Shifeng Liu
Hanqing Tao
Hongya Wang
Tong Xu
Tong Xu
342
3
0
31 Dec 2024
Facial Expression Analysis and Its Potentials in IoT Systems: A Contemporary Survey
Facial Expression Analysis and Its Potentials in IoT Systems: A Contemporary SurveyACM Computing Surveys (ACM CSUR), 2024
Zixuan Shanggua
Yanjie Dong
Song Guo
Victor C. M. Leung
M. Jamal Deen
Yan Wang
541
15
0
23 Dec 2024
PESFormer: Boosting Macro- and Micro-expression Spotting with Direct
  Timestamp Encoding
PESFormer: Boosting Macro- and Micro-expression Spotting with Direct Timestamp Encoding
Wang-Wang Yu
Kai-Fu Yang
Xiangrui Hu
Jingwen Jiang
Hong-Mei Yan
Yong-Jie Li
237
0
0
24 Oct 2024
Synergistic Spotting and Recognition of Micro-Expression via Temporal
  State Transition
Synergistic Spotting and Recognition of Micro-Expression via Temporal State TransitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Bochao Zou
Zizheng Guo
Wenfeng Qin
Xin Li
Kangsheng Wang
Huimin Ma
259
10
0
15 Sep 2024
Towards Social AI: A Survey on Understanding Social Interactions
Towards Social AI: A Survey on Understanding Social Interactions
Sangmin Lee
Minzhi Li
Bolin Lai
Wenqi Jia
Fiona Ryan
...
Ozgur Kara
Bikram Boote
Weiyan Shi
Diyi Yang
James M. Rehg
372
13
0
05 Sep 2024
Could Micro-Expressions be Quantified? Electromyography Gives
  Affirmative Evidence
Could Micro-Expressions be Quantified? Electromyography Gives Affirmative EvidenceIEEE Transactions on Affective Computing (IEEE Trans. Affective Comput.), 2024
Jingting Li
Shaoyuan Lu
Yan Wang
Zizhao Dong
Su-Jing Wang
Xiaolan Fu
163
3
0
16 Aug 2024
Detail-Enhanced Intra- and Inter-modal Interaction for Audio-Visual
  Emotion Recognition
Detail-Enhanced Intra- and Inter-modal Interaction for Audio-Visual Emotion Recognition
Tong Shi
Xuri Ge
Joemon M. Jose
Nicolas Pugeault
Paul Henderson
294
3
0
26 May 2024
From Macro to Micro: Boosting micro-expression recognition via
  pre-training on macro-expression videos
From Macro to Micro: Boosting micro-expression recognition via pre-training on macro-expression videos
Hanting Li
Hongjing Niu
Feng Zhao
348
6
0
26 May 2024
Weak Supervision with Arbitrary Single Frame for Micro- and
  Macro-expression Spotting
Weak Supervision with Arbitrary Single Frame for Micro- and Macro-expression Spotting
Wang-Wang Yu
Xian-Shi Zhang
Fuya Luo
Yijun Cao
Kai-Fu Yang
Hong-Mei Yan
Yong-Jie Li
328
3
0
21 Mar 2024
Neuromorphic Face Analysis: a Survey
Neuromorphic Face Analysis: a Survey
Federico Becattini
Lorenzo Berlincioni
Luca Cultrera
Marco Bertini
CVBM
191
14
0
18 Feb 2024
Learning to Rank Onset-Occurring-Offset Representations for
  Micro-Expression Recognition
Learning to Rank Onset-Occurring-Offset Representations for Micro-Expression RecognitionIEEE Transactions on Affective Computing (IEEE Trans. Affective Comput.), 2023
Jie Zhu
Yuan Zong
Jingang Shi
Cheng Lu
Hongli Chang
Wenming Zheng
268
10
0
07 Oct 2023
Unlocking the Emotional World of Visual Media: An Overview of the
  Science, Research, and Impact of Understanding Emotion
Unlocking the Emotional World of Visual Media: An Overview of the Science, Research, and Impact of Understanding EmotionProceedings of the IEEE (Proc. IEEE), 2023
James Z. Wang
Sicheng Zhao
Chenyan Wu
Reginald B. Adams
M. Newman
T. Shafir
Rachelle Tsachor
404
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0
25 Jul 2023
Explainable Multimodal Emotion Recognition
Explainable Multimodal Emotion Recognition
Zheng Lian
Haiyang Sun
Guoying Zhao
Hao Gu
Zhuofan Wen
...
Shan Liang
Ya Li
Jiangyan Yi
B. Liu
Jianhua Tao
MLLM
445
12
0
27 Jun 2023
Weakly-supervised Micro- and Macro-expression Spotting Based on
  Multi-level Consistency
Weakly-supervised Micro- and Macro-expression Spotting Based on Multi-level ConsistencyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Wang-Wang Yu
Kai-Fu Yang
Hong-Mei Yan
Yong-Jie Li
298
5
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04 May 2023
Feature Representation Learning with Adaptive Displacement Generation
  and Transformer Fusion for Micro-Expression Recognition
Feature Representation Learning with Adaptive Displacement Generation and Transformer Fusion for Micro-Expression RecognitionComputer Vision and Pattern Recognition (CVPR), 2023
Zhijun Zhai
Jianhui Zhao
Chengjiang Long
Wenju Xu
Shuangjian He
Huijuan Zhao
186
60
0
10 Apr 2023
Micron-BERT: BERT-based Facial Micro-Expression Recognition
Micron-BERT: BERT-based Facial Micro-Expression RecognitionComputer Vision and Pattern Recognition (CVPR), 2023
Xuan-Bac Nguyen
C. Duong
Xin Li
Susan Gauch
Han-Seok Seo
Khoa Luu
278
112
0
06 Apr 2023
ExpresSense: Exploring a Standalone Smartphone to Sense Engagement of
  Users from Facial Expressions Using Acoustic Sensing
ExpresSense: Exploring a Standalone Smartphone to Sense Engagement of Users from Facial Expressions Using Acoustic SensingInternational Conference on Human Factors in Computing Systems (CHI), 2023
Pragma Kar
Shyamvanshikumar Singh
Avijit Mandal
Samiran Chattopadhyay
Sandip Chakraborty
296
3
0
17 Jan 2023
Uncertain Facial Expression Recognition via Multi-task Assisted
  Correction
Uncertain Facial Expression Recognition via Multi-task Assisted CorrectionIEEE transactions on multimedia (IEEE TMM), 2022
Zehua Wang
Xingming Zhang
Janne Kauttonen
Guoying Zhao
CVBM
313
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0
14 Dec 2022
Data Leakage and Evaluation Issues in Micro-Expression Analysis
Data Leakage and Evaluation Issues in Micro-Expression AnalysisIEEE Transactions on Affective Computing (IEEE TAC), 2022
Tuomas Varanka
Yante Li
Wei Peng
Guoying Zhao
AAML
279
12
0
21 Nov 2022
Deep Insights of Learning based Micro Expression Recognition: A
  Perspective on Promises, Challenges and Research Needs
Deep Insights of Learning based Micro Expression Recognition: A Perspective on Promises, Challenges and Research NeedsIEEE Transactions on Cognitive and Developmental Systems (IEEE TCDS), 2022
Monu Verma
Santosh Kumar Vipparthi
Girdhari Singh
HAI
221
13
0
10 Oct 2022
Micro-Expression Recognition Based on Attribute Information Embedding
  and Cross-modal Contrastive Learning
Micro-Expression Recognition Based on Attribute Information Embedding and Cross-modal Contrastive LearningIEEE International Joint Conference on Neural Network (IJCNN), 2022
Yanxing Song
Jianzong Wang
Tianbo Wu
Zhangcheng Huang
Jing Xiao
CVBM
343
3
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29 May 2022
Geometric Graph Representation with Learnable Graph Structure and
  Adaptive AU Constraint for Micro-Expression Recognition
Geometric Graph Representation with Learnable Graph Structure and Adaptive AU Constraint for Micro-Expression RecognitionIEEE Transactions on Affective Computing (IEEE TAC), 2022
Jinsheng Wei
Wei Peng
G. Lu
Yante Li
Jingjie Yan
Guoying Zhao
CVBM
387
22
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FERV39k: A Large-Scale Multi-Scene Dataset for Facial Expression
  Recognition in Videos
FERV39k: A Large-Scale Multi-Scene Dataset for Facial Expression Recognition in VideosComputer Vision and Pattern Recognition (CVPR), 2022
Yan Wang
Yixuan Sun
Yiwen Huang
Zhongying Liu
Shuyong Gao
Wei Zhang
Weifeng Ge
Wenqiang Zhang
316
136
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17 Mar 2022
Transferring Dual Stochastic Graph Convolutional Network for Facial
  Micro-expression Recognition
Transferring Dual Stochastic Graph Convolutional Network for Facial Micro-expression Recognition
Hui Tang
Li Chai
Wanli Lu
CVBM
220
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MMNet: Muscle motion-guided network for micro-expression recognition
MMNet: Muscle motion-guided network for micro-expression recognitionInternational Joint Conference on Artificial Intelligence (IJCAI), 2022
Hanting Li
Ming-Fa Sui
Zhaoqing Zhu
Feng Zhao
211
61
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Short and Long Range Relation Based Spatio-Temporal Transformer for
  Micro-Expression Recognition
Short and Long Range Relation Based Spatio-Temporal Transformer for Micro-Expression Recognition
Liangfei Zhang
Xiaopeng Hong
Ognjen Arandjelovic
Guoying Zhao
ViT
362
105
0
10 Dec 2021
How to Synthesize a Large-Scale and Trainable Micro-Expression Dataset?
How to Synthesize a Large-Scale and Trainable Micro-Expression Dataset?
Yuchi Liu
Zhongdao Wang
Tom Gedeon
Liang Zheng
CVBM
477
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0
03 Dec 2021
A Dynamic 3D Spontaneous Micro-expression Database: Establishment and
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A Dynamic 3D Spontaneous Micro-expression Database: Establishment and Evaluation
Feng Wang
Jie Li
Siqi Zhang
Chun Qi
Yun Zhang
D. Miao
3DHCVBM
311
0
0
31 Jul 2021
Deep Learning for Micro-expression Recognition: A Survey
Deep Learning for Micro-expression Recognition: A Survey
Yante Li
Jinsheng Wei
Yang Liu
Janne Kauttonen
Guoying Zhao
484
130
0
06 Jul 2021
Graph-based Facial Affect Analysis: A Review
Graph-based Facial Affect Analysis: A ReviewIEEE Transactions on Affective Computing (TAC), 2021
Yang Liu
Xingming Zhang
Yante Li
Jinzhao Zhou
Xin-hui Li
Guoying Zhao
CVBM
501
37
0
29 Mar 2021
An Overview of Facial Micro-Expression Analysis: Data, Methodology and
  Challenge
An Overview of Facial Micro-Expression Analysis: Data, Methodology and ChallengeIEEE Transactions on Affective Computing (TAC), 2020
Hongxia Xie
Ling Lo
Hong-Han Shuai
Wen-Huang Cheng
316
67
0
21 Dec 2020
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