Method of Facial Expression Analysis Using Video Phone and Thermal Image

To improve the quality of life of elderly people living in a home or healthcare facility, especially in a rural area, we have been developing a method for analyzing the facial expressions of a person using a video phone system (Skype) to speak with another person. In the present study, we proposed a...

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Main Authors: Yasunari Yoshitomi, Taro Asada, Ryota Kato, Masayoshi Tabuse
Format: Article
Language:English
Published: Atlantis Press 2014-06-01
Series:Journal of Robotics, Networking and Artificial Life (JRNAL)
Subjects:
Online Access:https://www.atlantis-press.com/article/13175.pdf
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spelling doaj-0cb1bc8100b44f02812f548479f0385d2020-11-25T01:17:23ZengAtlantis PressJournal of Robotics, Networking and Artificial Life (JRNAL)2352-63862014-06-011110.2991/jrnal.2014.1.1.2Method of Facial Expression Analysis Using Video Phone and Thermal ImageYasunari YoshitomiTaro AsadaRyota KatoMasayoshi TabuseTo improve the quality of life of elderly people living in a home or healthcare facility, especially in a rural area, we have been developing a method for analyzing the facial expressions of a person using a video phone system (Skype) to speak with another person. In the present study, we proposed a method for analyzing facial expressions of a person using the video phone system to talk to another person. The recorded video is analyzed by thermal image processing and the newly proposed feature vector of facial expression, which is extracted in the mouth area by applying 2D-DCT. The facial expression intensity, defined as the norm of the difference vector between the feature vector of the neutral facial expression and that of the observed expression, can be used to analyze a change of facial expression. The judgment of utterance is performed by using the intensity of the sound wave. The experimental results show the usefulness of the proposed method. We intend to use the proposed method of facial expression analysis to develop a method for estimating the emotions or mental state of people, especially elderly patients.https://www.atlantis-press.com/article/13175.pdfFacial expression analysisVideo phoneArea of mouth and jawThermal imageand Skype
collection DOAJ
language English
format Article
sources DOAJ
author Yasunari Yoshitomi
Taro Asada
Ryota Kato
Masayoshi Tabuse
spellingShingle Yasunari Yoshitomi
Taro Asada
Ryota Kato
Masayoshi Tabuse
Method of Facial Expression Analysis Using Video Phone and Thermal Image
Journal of Robotics, Networking and Artificial Life (JRNAL)
Facial expression analysis
Video phone
Area of mouth and jaw
Thermal image
and Skype
author_facet Yasunari Yoshitomi
Taro Asada
Ryota Kato
Masayoshi Tabuse
author_sort Yasunari Yoshitomi
title Method of Facial Expression Analysis Using Video Phone and Thermal Image
title_short Method of Facial Expression Analysis Using Video Phone and Thermal Image
title_full Method of Facial Expression Analysis Using Video Phone and Thermal Image
title_fullStr Method of Facial Expression Analysis Using Video Phone and Thermal Image
title_full_unstemmed Method of Facial Expression Analysis Using Video Phone and Thermal Image
title_sort method of facial expression analysis using video phone and thermal image
publisher Atlantis Press
series Journal of Robotics, Networking and Artificial Life (JRNAL)
issn 2352-6386
publishDate 2014-06-01
description To improve the quality of life of elderly people living in a home or healthcare facility, especially in a rural area, we have been developing a method for analyzing the facial expressions of a person using a video phone system (Skype) to speak with another person. In the present study, we proposed a method for analyzing facial expressions of a person using the video phone system to talk to another person. The recorded video is analyzed by thermal image processing and the newly proposed feature vector of facial expression, which is extracted in the mouth area by applying 2D-DCT. The facial expression intensity, defined as the norm of the difference vector between the feature vector of the neutral facial expression and that of the observed expression, can be used to analyze a change of facial expression. The judgment of utterance is performed by using the intensity of the sound wave. The experimental results show the usefulness of the proposed method. We intend to use the proposed method of facial expression analysis to develop a method for estimating the emotions or mental state of people, especially elderly patients.
topic Facial expression analysis
Video phone
Area of mouth and jaw
Thermal image
and Skype
url https://www.atlantis-press.com/article/13175.pdf
work_keys_str_mv AT yasunariyoshitomi methodoffacialexpressionanalysisusingvideophoneandthermalimage
AT taroasada methodoffacialexpressionanalysisusingvideophoneandthermalimage
AT ryotakato methodoffacialexpressionanalysisusingvideophoneandthermalimage
AT masayoshitabuse methodoffacialexpressionanalysisusingvideophoneandthermalimage
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