[PDF][PDF] Facial expression recognition based on deep learning convolution neural network: A review

SMS Abdullah, AM Abdulazeez - Journal of Soft Computing …, 2021 - publisher.uthm.edu.my
Facial emotional processing is one of the most important activities in effective calculations,
engagement with people and computers, machine vision, video game testing, and consumer …

Three convolutional neural network models for facial expression recognition in the wild

J Shao, Y Qian - Neurocomputing, 2019 - Elsevier
Facial expression recognition (FER) in the wild is a novel and challenging topic in the field of
human emotion perception. Different kinds of convolutional neural network (CNN) …

Dynamic multi-channel metric network for joint pose-aware and identity-invariant facial expression recognition

Y Liu, W Dai, F Fang, Y Chen, R Huang, R Wang… - Information …, 2021 - Elsevier
Facial expression recognition (FER) is challenging because the appearance of an
expression varies significantly depending on head pose and inter-subject characteristics …

Conditional convolution neural network enhanced random forest for facial expression recognition

Y Liu, X Yuan, X Gong, Z Xie, F Fang, Z Luo - Pattern Recognition, 2018 - Elsevier
In real-world applications, factors such as head pose variation, occlusion, and poor image
quality make facial expression recognition (FER) an open challenge. In this paper, a novel …

A novel multi-branch channel expansion network for garbage image classification

C Shi, R Xia, L Wang - IEEE access, 2020 - ieeexplore.ieee.org
Due to the lack of data available for training, deep learning hardly performed well in the field
of garbage image classification. We choose the TrashNet data set which is widely used in …

Multiview facial expression recognition, a survey

M Jampour, M Javidi - IEEE Transactions on Affective …, 2022 - ieeexplore.ieee.org
Multiview Facial Expression Recognition (MFER) is a well-known interdisciplinary problem
among computer science and related disciplines with promising and valuable applications …

Evolutionary neural architecture search for facial expression recognition

S Deng, Z Lv, E Galván, Y Sun - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Facial expression is one of the most powerful, natural, and universal signals for human
beings to express emotional states and intentions. There are many applications for facial …

Joint spatial and scale attention network for multi-view facial expression recognition

Y Liu, J Peng, W Dai, J Zeng, S Shan - Pattern Recognition, 2023 - Elsevier
Multi-view facial expression recognition (FER) is a challenging task because the
appearance of an expression varies greatly due to poses. To alleviate the influences of …

A novel feature separation model exchange-GAN for facial expression recognition

L Yang, Y Tian, Y Song, N Yang, K Ma, L Xie - Knowledge-Based Systems, 2020 - Elsevier
Currently, with the rapid development of deep learning, many breakthroughs have been
made in the field of facial expression recognition (FER). However, according to our prior …

Multi-modal Expression Detection (MED): A cutting-edge review of current trends, challenges and solutions

N Singh, R Kapoor - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
In the process of day-to-day learning, expressions are very vital. Detection of human
expressions is growing and has caught the interest of many researchers in the past few …