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 …

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 …

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 …

[HTML][HTML] 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. Developing 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 …

Spatiotemporal recurrent convolutional networks for recognizing spontaneous micro-expressions

Z Xia, X Hong, X Gao, X Feng… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Recently, the recognition task of spontaneous facial micro-expressions has attracted much
attention with its various real-world applications. Plenty of handcrafted or learned features …

Towards reading hidden emotions: A comparative study of spontaneous micro-expression spotting and recognition methods

X Li, X Hong, A Moilanen, X Huang… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Micro-expressions (MEs) are rapid, involuntary facial expressions which reveal emotions
that people do not intend to show. Studying MEs is valuable as recognizing them has many …

A spontaneous micro-expression database: Inducement, collection and baseline

X Li, T Pfister, X Huang, G Zhao… - 2013 10th IEEE …, 2013 - ieeexplore.ieee.org
Micro-expressions are short, involuntary facial expressions which reveal hidden emotions.
Micro-expressions are important for understanding humans' deceitful behavior …

CAS(ME): A Database for Spontaneous Macro-Expression and Micro-Expression Spotting and Recognition

F Qu, SJ Wang, WJ Yan, H Li, S Wu… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Deception is a very common phenomenon and its detection can be beneficial to our daily
lives. Compared with other deception cues, micro-expression has shown great potential as a …