Contactless Blood Pressure Assessment by Facial Visible Image Analysis
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- Oiwa Kosuke
- College of Science and Engineering, Aoyama Gakuin University
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- Bando Shizuka
- College of Science and Engineering, Aoyama Gakuin University
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- Nozawa Akio
- College of Science and Engineering, Aoyama Gakuin University
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抄録
<p>Hypertension is one of the leading risk factors for cerebrovascular, cardiovascular, and chronic kidney diseases. Regular measurement and monitoring of blood pressure is important to decrease or prevent pathogenesis of diseases. Contactless measurement of blood pressure using a smartphone application, can enable regular monitoring. The objective of this study is to construct a system which can monitor blood pressure anytime and anywhere. In this study, contactless blood pressure assessment was attempted, using facial visible image analysis and created individual models for blood pressure estimation. Variation in brightness of the skin color was obtained from facial visible images and applied to independent component analysis, which is one of the blind source separation methods to extract the facial photoplethysmogram (PPG) component using a proposed system. Amplitude and phase of facial PPG component were used as indices for blood pressure. A correlation analysis between facial PPG component and blood pressure was performed and created individual models for blood pressure estimation.</p>
収録刊行物
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- 電気学会論文誌C(電子・情報・システム部門誌)
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電気学会論文誌C(電子・情報・システム部門誌) 138 (7), 783-789, 2018-07-01
一般社団法人 電気学会
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詳細情報 詳細情報について
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- CRID
- 1390282763017249664
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- NII論文ID
- 130007387087
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- NII書誌ID
- AN10065950
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- ISSN
- 13488155
- 03854221
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- NDL書誌ID
- 029122546
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- 本文言語コード
- en
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- データソース種別
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- JaLC
- NDL
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- CiNii Articles
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- 抄録ライセンスフラグ
- 使用不可