Overview of research progress of digital image processing technology

Y Huang - Journal of Physics: Conference Series, 2022 - iopscience.iop.org
Digital image processing technology has gone through rapid development and is
extensively applied in daily life and production, with the rapid development of modern …

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 …

Toward robust facial action units' detection

J Yang, Y Hristov, J Shen, Y Lin… - Proceedings of the …, 2023 - ieeexplore.ieee.org
Facial action unit (AU) detection plays an important role in performing facial behavioral
analysis of raw video inputs. Overall, there are three key factors that contribute toward the …

Multi-scale Dynamic and Hierarchical Relationship Modeling for Facial Action Units Recognition

Z Wang, S Song, C Luo, S Deng… - Proceedings of the …, 2024 - openaccess.thecvf.com
Human facial action units (AUs) are mutually related in a hierarchical manner as not only
they are associated with each other in both spatial and temporal domains but also AUs …

Learning facial expression-aware global-to-local representation for robust action unit detection

R An, A **, W Chen, W Zhang, H Zeng, Z Deng… - Applied …, 2024 - Springer
The task of detecting facial action units (AU) often utilizes discrete expression categories,
such as Angry, Disgust, and Happy, as auxiliary information to enhance performance …

Facial Action Unit detection based on multi-task learning strategy for unlabeled facial images in the wild

Z Shang, B Liu - Expert Systems with Applications, 2024 - Elsevier
Abstract Facial Action Unit (AU) detection often relies on highly-cost accurate labeling or
inaccurate pseudo labeling techniques in recent years. How to introduce large amounts of …

Hard semantic mask strategy for automatic facial action unit recognition with teacher–student model

Z Liang, H **a, Y Tan, S Song - Multimedia Systems, 2024 - Springer
Abstract Facial Action Coding System (FACS) is a widely used technique in affective
computing, which defines a series of facial action units (AUs) corresponding to localized …

Deep-block network for AU recognition and expression migration

M Zhao, Y Zhi, F Yuan, J Li, J Hu, S Du… - Multimedia Tools and …, 2023 - Springer
Human facial behavior is an important information for communication. The study of facial
behavior is one of the significant research topics in field of psychology, computer vision and …

Pragmatic Applications of Digital Image Processing in Real Time

R Mahajan, S Kaur, R Choudhar - Latest Trends in Engineering …, 2024 - taylorfrancis.com
In more than a decade of research, image processing has become an increasingly
contentious topic. With the swift advancement of current information technology, digital …