Learning representations for facial actions from unlabeled videos

Y Li, J Zeng, S Shan - IEEE Transactions on Pattern Analysis …, 2020 - ieeexplore.ieee.org
Facial actions are usually encoded as anatomy-based action units (AUs), the labelling of
which demands expertise and thus is time-consuming and expensive. To alleviate the …

RES-CapsNet: an improved capsule network for micro-expression recognition

X Shu, J Li, L Shi, S Huang - Multimedia Systems, 2023 - Springer
Micro-expression is a type of facial expression that reveals the deepest feeling held within
the human heart. Despite the substantial improvement that has been achieved, micro …

Exploiting sparsity and co-occurrence structure for action unit recognition

Y Song, D McDuff, D Vasisht… - 2015 11th IEEE …, 2015 - ieeexplore.ieee.org
We present a novel Bayesian framework for facial action unit recognition. The first key
observation behind this work is sparsity: out of possible 45 (and more) facial action units …

Reliable facial expression recognition for multi-scale images using weber local binary image based cosine transform features

SA Khan, A Hussain, M Usman - Multimedia Tools and Applications, 2018 - Springer
Accurate recognition of facial expression is a challenging problem especially from multi-
scale and multi orientation face images. In this article, we propose a novel technique called …

Bodily expression for automatic affect recognition

H Gunes, C Shan, S Chen… - Emotion recognition: A …, 2015 - Wiley Online Library
This chapter first addresses the question of 'why bodily expression?', and attempts to find
answers by reviewing the latest bodily expression perception literature. It then turns its …

Vision and attention theory based sampling for continuous facial emotion recognition

AC Cruz, B Bhanu, NS Thakoor - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Affective computing-the emergent field in which computers detect emotions and project
appropriate expressions of their own-has reached a bottleneck where algorithms are not …

Simplified Gabor wavelets for human face recognition

WP Choi, SH Tse, KW Wong, KM Lam - Pattern Recognition, 2008 - Elsevier
Gabor wavelets (GWs) are commonly used for extracting local features for various
applications such as object detection, recognition and tracking. However, extracting Gabor …

[PDF][PDF] Automatic facial expression recognition system based on geometric and appearance features

AAA Youssif, WAA Asker - Computer and Information Science, 2011 - Citeseer
This paper presents a computer vision system for automatic facial expression recognition
(AFER). The robust AFER system can be applied in many areas such as emotion science …

Facial action unit detection and intensity estimation from self-supervised representation

B Ma, R An, W Zhang, Y Ding, Z Zhao… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
As a fine-grained and local expression behavior measurement, facial action unit (FAU)
analysis (eg, detection and intensity estimation) has been documented for its time …

Compound local binary pattern (CLBP) for robust facial expression recognition

F Ahmed, E Hossain, ASMH Bari… - 2011 IEEE 12th …, 2011 - ieeexplore.ieee.org
The local binary pattern (LBP) operator has been proved to be a simple and effective
approach for facial feature representation. However, the LBP operator thresholds P …