W Cai, M Gao, R Liu, J Mao - Frontiers in psychology, 2021 - frontiersin.org
Understanding human emotions and psychology is a critical step toward realizing artificial intelligence, and correct recognition of facial expressions is essential for judging emotions …
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 …
B Yang, J Cao, R Ni, Y Zhang - IEEE access, 2017 - ieeexplore.ieee.org
Facial expression recognition (FER) is a significant task for the machines to understand the emotional changes in human beings. However, accurate hand-crafted features that are …
N Kumari, R Bhatia - Soft Computing, 2022 - Springer
Facial emotion recognition extracts the human emotions from the images and videos. As such, it requires an algorithm to understand and model the relationships between faces and …
M Li, H Xu, X Huang, Z Song, X Liu… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Different subjects may express a specific expression in different ways due to inter-subject variabilities. In this work, besides training deep-learned facial expression feature (emotional …
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) …
X Zhu, S Ye, L Zhao, Z Dai - Sensors, 2021 - mdpi.com
As a sub-challenge of EmotiW (the Emotion Recognition in the Wild challenge), how to improve performance on the AFEW (Acted Facial Expressions in the wild) dataset is a …
In this paper, an approach for Facial Expressions Recognition (FER) based on a multi-facial patches (MFP) aggregation network is proposed. Deep features are learned from facial …
W Hua, F Dai, L Huang, J Xiong, G Gui - IEEE Access, 2019 - ieeexplore.ieee.org
Human emotions recognition (HERO) is considered as one of the important techniques for realizing the intelligent Internet of Things. The demand for a robust and precise facial …