Joint pose and expression modeling for facial expression recognition

F Zhang, T Zhang, Q Mao, C Xu - Proceedings of the IEEE …, 2018 - openaccess.thecvf.com
Facial expression recognition (FER) is a challenging task due to different expressions under
arbitrary poses. Most conventional approaches either perform face frontalization on a non …

Geometry guided pose-invariant facial expression recognition

F Zhang, T Zhang, Q Mao, C Xu - IEEE Transactions on Image …, 2020 - ieeexplore.ieee.org
Driven by recent advances in human-centered computing, Facial Expression Recognition
(FER) has attracted significant attention in many applications. However, most conventional …

Facial expression recognition in videos using dynamic kernels

N Perveen, D Roy, KM Chalavadi - IEEE Transactions on Image …, 2020 - ieeexplore.ieee.org
Recognition of facial expressions across various actors, contexts, and recording conditions
in real-world videos involves identifying local facial movements. Hence, it is important to …

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 …

Weakly-supervised facial expression recognition in the wild with noisy data

F Zhang, M Xu, C Xu - IEEE Transactions on Multimedia, 2021 - ieeexplore.ieee.org
Facial expression recognition (FER) has attracted much attention in recent years due to its
wide applications. While some progress has been achieved thanks to the emergence of …

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 …

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 unified deep model for joint facial expression recognition, face synthesis, and face alignment

F Zhang, T Zhang, Q Mao, C Xu - IEEE Transactions on Image …, 2020 - ieeexplore.ieee.org
Facial expression recognition, face synthesis, and face alignment are three coherently
related tasks and can be solved in a joint framework. To achieve this goal, in this paper, we …

Boosting VLAD with supervised dictionary learning and high-order statistics

X Peng, L Wang, Y Qiao, Q Peng - … 6-12, 2014, Proceedings, Part III 13, 2014 - Springer
Recent studies show that aggregating local descriptors into super vector yields effective
representation for retrieval and classification tasks. A popular method along this line is …

Spatially coherent feature learning for pose-invariant facial expression recognition

F Zhang, Q Mao, X Shen, Y Zhan, M Dong - ACM Transactions on …, 2018 - dl.acm.org
Feature learning has enjoyed much attention and achieved good performance in recent
studies of image processing. Unlike the required training conditions often assumed there, far …