A survey of affect recognition methods: audio, visual and spontaneous expressions

Z Zeng, M Pantic, GI Roisman, TS Huang - Proceedings of the 9th …, 2007 - dl.acm.org
Automated analysis of human affective behavior has attracted increasing attention from
researchers in psychology, computer science, linguistics, neuroscience, and related …

Discovery and validation of biomarkers to aid the development of safe and effective pain therapeutics: challenges and opportunities

KD Davis, N Aghaeepour, AH Ahn, MS Angst… - Nature Reviews …, 2020 - nature.com
Pain medication plays an important role in the treatment of acute and chronic pain
conditions, but some drugs, opioids in particular, have been overprescribed or prescribed …

The extended cohn-kanade dataset (ck+): A complete dataset for action unit and emotion-specified expression

P Lucey, JF Cohn, T Kanade, J Saragih… - 2010 ieee computer …, 2010 - ieeexplore.ieee.org
In 2000, the Cohn-Kanade (CK) database was released for the purpose of promoting
research into automatically detecting individual facial expressions. Since then, the CK …

Facing imbalanced data--recommendations for the use of performance metrics

LA Jeni, JF Cohn, F De La Torre - 2013 Humaine association …, 2013 - ieeexplore.ieee.org
Recognizing facial action units (AUs) is important for situation analysis and automated video
annotation. Previous work has emphasized face tracking and registration and the choice of …

Survey on rgb, 3d, thermal, and multimodal approaches for facial expression recognition: History, trends, and affect-related applications

CA Corneanu, MO Simón, JF Cohn… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
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 …

Disfa: A spontaneous facial action intensity database

SM Mavadati, MH Mahoor, K Bartlett… - IEEE Transactions …, 2013 - ieeexplore.ieee.org
Access to well-labeled recordings of facial expression is critical to progress in automated
facial expression recognition. With few exceptions, publicly available databases are limited …

Automatic facial expression recognition using features of salient facial patches

SL Happy, A Routray - IEEE transactions on Affective …, 2014 - ieeexplore.ieee.org
Extraction of discriminative features from salient facial patches plays a vital role in effective
facial expression recognition. The accurate detection of facial landmarks improves the …

Face alignment by coarse-to-fine shape searching

S Zhu, C Li, C Change Loy… - Proceedings of the IEEE …, 2015 - openaccess.thecvf.com
We present a novel face alignment framework based on coarse-to-fine shape searching.
Unlike the conventional cascaded regression approaches that start with an initial shape and …

Development of the Horse Grimace Scale (HGS) as a pain assessment tool in horses undergoing routine castration

E Dalla Costa, M Minero, D Lebelt, D Stucke, E Canali… - PLoS one, 2014 - journals.plos.org
Background The assessment of pain is critical for the welfare of horses, in particular when
pain is induced by common management procedures such as castration. Existing pain …

Affective body expression perception and recognition: A survey

A Kleinsmith… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
Thanks to the decreasing cost of whole-body sensing technology and its increasing
reliability, there is an increasing interest in, and understanding of, the role played by body …