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 …

Automatic emotion recognition for groups: a review

EA Veltmeijer, C Gerritsen… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This article aims to summarize and describe research on the topic of automatic group
emotion recognition. In recent years, the topic of emotion analysis of groups or crowds has …

An intelligent system for monitoring students' engagement in large classroom teaching through facial expression recognition

C Pabba, P Kumar - Expert Systems, 2022 - Wiley Online Library
Students' disengagement problem has become critical in the modern scenario due to
various distractions and lack of student‐teacher interactions. This problem is exacerbated …

Learning spatial-temporal implicit neural representations for event-guided video super-resolution

Y Lu, Z Wang, M Liu, H Wang… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Event cameras sense the intensity changes asynchronously and produce event streams with
high dynamic range and low latency. This has inspired research endeavors utilizing events …

[HTML][HTML] Adversarial attack and defence through adversarial training and feature fusion for diabetic retinopathy recognition

S Lal, SU Rehman, JH Shah, T Meraj, HT Rauf… - Sensors, 2021 - mdpi.com
Due to the rapid growth in artificial intelligence (AI) and deep learning (DL) approaches, the
security and robustness of the deployed algorithms need to be guaranteed. The security …

Four-layer ConvNet to facial emotion recognition with minimal epochs and the significance of data diversity

T Debnath, MM Reza, A Rahman, A Beheshti… - Scientific Reports, 2022 - nature.com
Emotion recognition is defined as identifying human emotion and is directly related to
different fields such as human–computer interfaces, human emotional processing, irrational …

Data augmentation for audio-visual emotion recognition with an efficient multimodal conditional GAN

F Ma, Y Li, S Ni, SL Huang, L Zhang - Applied Sciences, 2022 - mdpi.com
Audio-visual emotion recognition is the research of identifying human emotional states by
combining the audio modality and the visual modality simultaneously, which plays an …

A robust facial expression recognition algorithm based on multi-rate feature fusion scheme

SJ Park, BG Kim, N Chilamkurti - Sensors, 2021 - mdpi.com
In recent years, the importance of catching humans' emotions grows larger as the artificial
intelligence (AI) field is being developed. Facial expression recognition (FER) is a part of …

Facial emotion expressions in human–robot interaction: A survey

N Rawal, RM Stock-Homburg - International Journal of Social Robotics, 2022 - Springer
Facial expressions are an ideal means of communicating one's emotions or intentions to
others. This overview will focus on human facial expression recognition as well as robotic …

[HTML][HTML] Exnet: An efficient approach for emotion recognition in the wild

MN Riaz, Y Shen, M Sohail, M Guo - Sensors, 2020 - mdpi.com
Facial expression recognition has been well studied for its great importance in the areas of
human–computer interaction and social sciences. With the evolution of deep learning, there …