Journal ArticleDOI
Stress and anxiety detection using facial cues from videos
Giorgos Giannakakis,Matthew Pediaditis,Dimitris Manousos,Eleni Kazantzaki,Franco Chiarugi,Panagiotis G. Simos,Panagiotis G. Simos,Kostas Marias,Manolis Tsiknakis,Manolis Tsiknakis +9 more
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TLDR
Specific facial cues, derived from eye activity, mouth activity, head movements and camera based heart activity achieve good accuracy and are suitable as discriminative indicators of stress and anxiety.About:
This article is published in Biomedical Signal Processing and Control.The article was published on 2017-01-01. It has received 194 citations till now. The article focuses on the topics: Anxiety.read more
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Journal ArticleDOI
Stress detection in daily life scenarios using smart phones and wearable sensors: A survey.
TL;DR: This survey will examine the recent works on stress detection in daily life which are using smartphones and wearable devices and investigate the works according to used physiological modality and their targeted environment such as office, campus, car and unrestricted daily life conditions.
Journal ArticleDOI
Review on psychological stress detection using biosignals
Giorgos Giannakakis,Dimitris Grigoriadis,Katerina Giannakaki,Olympia Simantiraki,Alexandros Roniotis,Manolis Tsiknakis +5 more
TL;DR: The impact of stress to multiple bodily responses is surveyed and efficiency, robustness and consistency of biosignal data features across the current state of knowledge in stress detection are put on.
Journal ArticleDOI
Continuous Stress Detection Using Wearable Sensors in Real Life: Algorithmic Programming Contest Case Study.
TL;DR: An automatic stress detection system using physiological signals obtained from unobtrusive smart wearable devices which can be carried during the daily life routines of individuals which has modality-specific artifact removal and feature extraction methods for real-life conditions.
Journal ArticleDOI
The association between smartphone use, stress, and anxiety: A meta-analytic review
Zahra Vahedi,Alyssa Saiphoo +1 more
TL;DR: A small-to-medium association between smartphone use and stress and anxiety is indicated, and studies using validated measures of smartphone use indicated a (nonsignificantly) larger association than studies using nonvalidated measures.
Journal ArticleDOI
Cardiovascular assessment by imaging photoplethysmography - a review.
TL;DR: This review provides an overview on the contactless acquisition of cardiovascular parameters using cameras’s background and current realizations and outlines further concepts and critically discusses the current state.
References
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Book
Stress, appraisal, and coping
Richard S. Lazarus,Susan Folkman +1 more
TL;DR: In this paper, the authors present a detailed theory of psychological stress, building on the concepts of cognitive appraisal and coping, which have become major themes of theory and investigation in psychology.
Proceedings ArticleDOI
Rapid object detection using a boosted cascade of simple features
Paul A. Viola,Michael Jones +1 more
TL;DR: A machine learning approach for visual object detection which is capable of processing images extremely rapidly and achieving high detection rates and the introduction of a new image representation called the "integral image" which allows the features used by the detector to be computed very quickly.
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An introduction to ROC analysis
TL;DR: The purpose of this article is to serve as an introduction to ROC graphs and as a guide for using them in research.
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Studies of interference in serial verbal reactions.
Book
The Expression of the Emotions in Man and Animals
TL;DR: The Expression of the Emotions in Man and Animals Introduction to the First Edition and Discussion Index, by Phillip Prodger and Paul Ekman.
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