Facial Micro-expressions: an overview

G Zhao, X Li, Y Li, M Pietikäinen - Proceedings of the IEEE, 2023 - ieeexplore.ieee.org
Micro-expression (ME) is an involuntary, fleeting, and subtle facial expression. It may occur
in high-stake situations when people attempt to conceal or suppress their true feelings …

Facial prior guided micro-expression generation

Y Zhang, X Xu, Y Zhao, Y Wen… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This paper focuses on the facial micro-expression (FME) generation task, which has
potential application in enlarging digital FME datasets, thereby alleviating the lack of training …

SqueezExpNet: Dual-stage convolutional neural network for accurate facial expression recognition with attention mechanism

AR Shahid, H Yan - Knowledge-Based Systems, 2023 - Elsevier
Facial expression recognition (FER) using a deep convolutional neural network (DCNN) is
important and challenging. Although a substantial effort is made to increase FER accuracy …

Fine-grained micro-expression generation based on thin-plate spline and relative au constraint

S Zhao, S Yin, H Tang, R **, Y Xu, T Xu… - Proceedings of the 30th …, 2022 - dl.acm.org
As a typical psychological stress reaction, micro-expression (ME) is usually quickly leaked
on a human face and can reveal the true feeling and emotional cognition. Therefore …

Megc2022: Acm multimedia 2022 micro-expression grand challenge

J Li, MH Yap, WH Cheng, J See, X Hong, X Li… - Proceedings of the 30th …, 2022 - dl.acm.org
Facial micro-expressions (MEs) are involuntary movements of the face that occur
spontaneously when a person experiences an emotion but attempts to suppress or repress …

A selective expression manipulation with parametric 3D facial model

J Kang, H Song, K Lee, S Lee - IEEE Access, 2023 - ieeexplore.ieee.org
This paper proposes a novel method to represent expressive 3D facial shapes called the
Selective Expression Manipulation (SEM) by fitting the expression coefficients of delta …

Adaptive dual motion model for facial micro-expression generation

X Fan, AR Shahid, H Yan - Proceedings of the 30th ACM international …, 2022 - dl.acm.org
Facial micro-expression (ME) refers to a brief spontaneous facial movement that can reveal
the genuine emotion of a person. The absence of data is a major problem for ME. Thankfully …

Edge-aware motion based facial micro-expression generation with attention mechanism

X Fan, AR Shahid, H Yan - Pattern Recognition Letters, 2022 - Elsevier
Facial micro-expression (FME) refers to a brief spontaneous facial movement that can
disclose a person's genuine emotion. The investigations of FMEs are hampered by the lack …

A lightweight convolutional neural network built on inceptio-residual and reduction modules for deep facial recognition in realistic conditions

A Satapathy, J Livingston LM - The Imaging Science Journal, 2023 - Taylor & Francis
Since the last two decades, face recognition has been a significant area in the fields of
biometrics and machine learning that uses the different appearances and geometric-based …