A comprehensive review of facial expression recognition techniques

RR Adyapady, B Annappa - Multimedia Systems, 2023 - Springer
Emotion recognition has opened up many challenges, which lead to various advances in
computer vision and artificial intelligence. The rapid development in this field has …

Understanding naturalistic facial expressions with deep learning and multimodal large language models

Y Bian, D Küster, H Liu, EG Krumhuber - Sensors, 2023 - mdpi.com
This paper provides a comprehensive overview of affective computing systems for facial
expression recognition (FER) research in naturalistic contexts. The first section presents an …

[HTML][HTML] Emotion categorization from facial expressions: A review of datasets, methods, and research directions

HA Shehu, WN Browne, H Eisenbarth - Neurocomputing, 2025 - Elsevier
Emotion classification plays a crucial role in the domain of human–computer interaction, as it
holds substantial significance in effective communication. However, the task of emotion …

A study on facial expression recognition in assessing teaching skills: Datasets and methods

P Utami, R Hartanto, I Soesanti - Procedia Computer Science, 2019 - Elsevier
Facial expressions recognition (FER) is an important modality in the future assessing
teaching skill system (ATS). The fundamental difference with FER is in its low resolution …

The 4D space-time dimensions of facial perception

AL Burt, DP Crewther - Frontiers in psychology, 2020 - frontiersin.org
Facial information is a powerful channel for human-to-human communication.
Characteristically, faces can be defined as biological objects that are four-dimensional (4D) …

A Review of 25 Spontaneous and Dynamic Facial Expression Databases of Basic Emotions

H Kim, Y Bian, EG Krumhuber - Affective Science, 2025 - Springer
Most prior research on basic emotions has relied upon posed, static displays that do not
accurately reflect the facial behavior seen in everyday life. To address this gap, the present …

MYFED: a dataset of affective face videos for investigation of emotional facial dynamics as a soft biometric for person identification

ZN Saracbasi, C Eroglu Erdem, M Taskiran… - Machine Vision and …, 2025 - Springer
Psychological studies have demonstrated that the facial dynamics play a significant role in
recognizing an individual's identity. This study introduces a novel database (MYFED) and …

A survey on databases of facial macro-expression and micro-expression

R Weber, J Li, C Soladié, R Séguier - Computer Vision, Imaging and …, 2019 - Springer
A crucial step for developing and testing a system of facial expression analysis is to choose
the database which suits best the targeted context application. We propose in this paper a …

[PDF][PDF] Emotion Recognition Using Pretrained Deep Neural Networks

M Dobeš, N Sabolová - Acta Polytechnica Hungarica, 2023 - acta.uni-obuda.hu
We use pretrained deep neural networks additionally trained using transfer learning to
recognise human emotions from photographs. Furthermore, we want to establish what face …

[PDF][PDF] A Survey on Databases for Facial Micro-Expression Analysis.

J Li, C Soladie, R Seguier - VISIGRAPP (5: VISAPP), 2019 - scitepress.org
Micro-expression (ME) is a brief local spontaneous facial expression and an important non-
verbal clue to revealing genuine emotion. The study on automatic detection and recognition …