A systematic review on affective computing: Emotion models, databases, and recent advances

Y Wang, W Song, W Tao, A Liotta, D Yang, X Li, S Gao… - Information …, 2022 - Elsevier
Affective computing conjoins the research topics of emotion recognition and sentiment
analysis, and can be realized with unimodal or multimodal data, consisting primarily of …

Video-based facial micro-expression analysis: A survey of datasets, features and algorithms

X Ben, Y Ren, J Zhang, SJ Wang… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Unlike the conventional facial expressions, micro-expressions are involuntary and transient
facial expressions capable of revealing the genuine emotions that people attempt to hide …

CAS(ME)3: A Third Generation Facial Spontaneous Micro-Expression Database With Depth Information and High Ecological Validity

J Li, Z Dong, S Lu, SJ Wang, WJ Yan… - … on Pattern Analysis …, 2022 - ieeexplore.ieee.org
Micro-expression (ME) is a significant non-verbal communication clue that reveals one
person's genuine emotional state. The development of micro-expression analysis (MEA) has …

Samm: A spontaneous micro-facial movement dataset

AK Davison, C Lansley, N Costen… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Micro-facial expressions are spontaneous, involuntary movements of the face when a
person experiences an emotion but attempts to hide their facial expression, most likely in a …

Feature representation learning with adaptive displacement generation and transformer fusion for micro-expression recognition

Z Zhai, J Zhao, C Long, W Xu, S He… - Proceedings of the …, 2023 - openaccess.thecvf.com
Micro-expressions are spontaneous, rapid and subtle facial movements that can neither be
forged nor suppressed. They are very important nonverbal communication clues, but are …

Micro-expression recognition based on facial graph representation learning and facial action unit fusion

L Lei, T Chen, S Li, J Li - … of the IEEE/CVF conference on …, 2021 - openaccess.thecvf.com
Micro-expressions recognition is a challenge because it involves subtle variations in facial
organs. In this paper, first, we propose a novel pipeline to learn a facial graph (nodes and …

CASME II: An improved spontaneous micro-expression database and the baseline evaluation

WJ Yan, X Li, SJ Wang, G Zhao, YJ Liu, YH Chen, X Fu - PloS one, 2014 - journals.plos.org
A robust automatic micro-expression recognition system would have broad applications in
national safety, police interrogation, and clinical diagnosis. Develo** such a system …

A main directional mean optical flow feature for spontaneous micro-expression recognition

YJ Liu, JK Zhang, WJ Yan, SJ Wang… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Micro-expressions are brief facial movements characterized by short duration,
involuntariness and low intensity. Recognition of spontaneous facial micro-expressions is a …

Automatic analysis of facial affect: A survey of registration, representation, and recognition

E Sariyanidi, H Gunes… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
Automatic affect analysis has attracted great interest in various contexts including the
recognition of action units and basic or non-basic emotions. In spite of major efforts, there …

OFF-ApexNet on micro-expression recognition system

YS Gan, ST Liong, WC Yau, YC Huang… - Signal Processing: Image …, 2019 - Elsevier
When a person attempts to conceal an emotion, the genuine emotion is manifest as a micro-
expression. Exploration of automatic facial micro-expression recognition systems is …