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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2014-06-01
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Online Access: | https://www.atlantis-press.com/article/13175.pdf |
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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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