Survey on rgb, 3d, thermal, and multimodal approaches for facial expression recognition: History, trends, and affect-related applications
Facial expressions are an important way through which humans interact socially. Building a
system capable of automatically recognizing facial expressions from images and video has …
system capable of automatically recognizing facial expressions from images and video has …
Automatic analysis of facial actions: A survey
As one of the most comprehensive and objective ways to describe facial expressions, the
Facial Action Coding System (FACS) has recently received significant attention. Over the …
Facial Action Coding System (FACS) has recently received significant attention. Over the …
Automatic analysis of facial affect: A survey of registration, representation, and recognition
Automatic affect analysis has attracted great interest in various contexts including the
recognition of action units and basic or non-basic emotions. In spite of major efforts, there …
recognition of action units and basic or non-basic emotions. In spite of major efforts, there …
Cross-dataset learning and person-specific normalisation for automatic action unit detection
Automatic detection of Facial Action Units (AUs) is crucial for facial analysis systems. Due to
the large individual differences, performance of AU classifiers depends largely on training …
the large individual differences, performance of AU classifiers depends largely on training …
Fera 2015-second facial expression recognition and analysis challenge
Despite efforts towards evaluation standards in facial expression analysis (eg FERA 2011),
there is a need for up-to-date standardised evaluation procedures, focusing in particular on …
there is a need for up-to-date standardised evaluation procedures, focusing in particular on …
A comprehensive survey on automatic facial action unit analysis
R Zhi, M Liu, D Zhang - The Visual Computer, 2020 - Springer
Abstract Facial Action Coding System is the most influential sign judgment method for facial
behavior, and it is a comprehensive and anatomical system which could encode various …
behavior, and it is a comprehensive and anatomical system which could encode various …
Fera 2017-addressing head pose in the third facial expression recognition and analysis challenge
The field of Automatic Facial Expression Analysis has grown rapidly in recent years.
However, despite progress in new approaches as well as benchmarking efforts, most …
However, despite progress in new approaches as well as benchmarking efforts, most …
Analysis of facial expressions in parkinson's disease through video-based automatic methods
Background The automatic analysis of facial expressions is an evolving field that finds
several clinical applications. One of these applications is the study of facial bradykinesia in …
several clinical applications. One of these applications is the study of facial bradykinesia in …
[PDF][PDF] Feature Selection Mechanism in CNNs for Facial Expression Recognition.
Abstract Facial Expression Recognition (FER) has been a challenging problem in computer
vision for many decades, mainly due to the high-level variation of face geometry and facial …
vision for many decades, mainly due to the high-level variation of face geometry and facial …
Multimodal learning for facial expression recognition
In this paper, multimodal learning for facial expression recognition (FER) is proposed. The
multimodal learning method makes the first attempt to learn the joint representation by …
multimodal learning method makes the first attempt to learn the joint representation by …