Multimodal emotion recognition: A comprehensive review, trends, and challenges

MPA Ramaswamy… - … Reviews: Data Mining and …, 2024 - Wiley Online Library
Automatic emotion recognition is a burgeoning field of research and has its roots in
psychology and cognitive science. This article comprehensively reviews multimodal emotion …

An efficient multi-modal facial gesture-based ensemble classification and reaction to sound framework for large video sequences

ST Chopparapu, JB Seventline - Engineering, Technology & Applied …, 2023 - etasr.com
Abstract Machine learning-based feature extraction and classification models play a vital
role in evaluating and detecting patterns in multivariate facial expressions. Most …

[HTML][HTML] Autonomic Responses Associated with Olfactory Preferences of Fragrance Consumers: Skin Conductance, Respiration, and Heart Rate

B Tang, M Zhu, Y Wu, G Guo, Z Hu, Y Ding - Sensors, 2024 - mdpi.com
Assessing the olfactory preferences of consumers is an important aspect of fragrance
product development and marketing. With the advancement of wearable device …

Multimodal Learning Engagement Assessment System: An Innovative Approach to Optimizing Learning Engagement

C Li, X Weng, Y Li, T Zhang - International Journal of Human …, 2024 - Taylor & Francis
In the realm of global smart education, optimizing classroom learning efficiency is
paramount. This study harnesses cutting-edge technology to delve into learning …

TVRP-based constructing complex network for EEG emotional feature analysis and recognition

C Wang, Y Li, S Liu, S Yang - Biomedical Signal Processing and Control, 2024 - Elsevier
Electroencephalography (EEG) has garnered significant attention in emotion recognition
research due to its non-invasiveness and relatively high accuracy. However, many studies …

Micro-expression spotting with a novel wavelet convolution magnification network in long videos

J Zhou, Y Wu - Pattern Recognition Letters, 2024 - Elsevier
Abstract Facial Micro-Expressions (MEs) are transient and spontaneous, reflecting a
person's authentic internal emotions and have more significant value in many fields. Due to …

Facial Expression Analysis and Its Potentials in IoT Systems: A Contemporary Survey

Z Shanggua, Y Dong, S Guo, V Leung… - arxiv preprint arxiv …, 2024 - arxiv.org
Facial expressions convey human emotions and can be categorized into macro-expressions
(MaEs) and micro-expressions (MiEs) based on duration and intensity. While MaEs are …

Editorial for pattern recognition letters special issue on face-based emotion understanding

J Li, MH Yap, WH Cheng, J See, X Hong, X Li… - 2023 - dl.acm.org
Editorial for pattern recognition letters special issue on face-based emotion understanding |
Pattern Recognition Letters skip to main content ACM Digital Library home ACM corporate …