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 …

[HTML][HTML] New trends in emotion recognition using image analysis by neural networks, a systematic review

AL Cîrneanu, D Popescu, D Iordache - Sensors, 2023 - mdpi.com
Facial emotion recognition (FER) is a computer vision process aimed at detecting and
classifying human emotional expressions. FER systems are currently used in a vast range of …

Human and artificial intelligence collaboration for socially shared regulation in learning

S Järvelä, A Nguyen, A Hadwin - British Journal of Educational …, 2023 - Wiley Online Library
Artificial intelligence (AI) has generated a plethora of new opportunities, potential and
challenges for understanding and supporting learning. In this paper, we position human and …

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 …

Survey on rgb, 3d, thermal, and multimodal approaches for facial expression recognition: History, trends, and affect-related applications

CA Corneanu, MO Simón, JF Cohn… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Facial expressions are an important way through which humans interact socially. Building a
system capable of automatically recognizing facial expressions from images and video has …

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 actions: A survey

B Martinez, MF Valstar, B Jiang… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
As one of the most comprehensive and objective ways to describe facial expressions, the
Facial Action Coding System (FACS) has recently received significant attention. Over the …