CN106137175B - 生理参数估计 - Google Patents
生理参数估计 Download PDFInfo
- Publication number
- CN106137175B CN106137175B CN201510177527.6A CN201510177527A CN106137175B CN 106137175 B CN106137175 B CN 106137175B CN 201510177527 A CN201510177527 A CN 201510177527A CN 106137175 B CN106137175 B CN 106137175B
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- video
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- signal
- physiological parameter
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- 238000000034 method Methods 0.000 claims abstract description 39
- 238000012545 processing Methods 0.000 claims abstract description 37
- 238000005259 measurement Methods 0.000 claims abstract description 12
- 238000012360 testing method Methods 0.000 claims description 20
- 238000001914 filtration Methods 0.000 claims description 3
- 230000002708 enhancing effect Effects 0.000 claims description 2
- 238000004590 computer program Methods 0.000 claims 1
- 238000013186 photoplethysmography Methods 0.000 description 69
- 230000006870 function Effects 0.000 description 4
- 230000003287 optical effect Effects 0.000 description 3
- 230000003044 adaptive effect Effects 0.000 description 2
- 239000008280 blood Substances 0.000 description 2
- 210000004369 blood Anatomy 0.000 description 2
- 238000005516 engineering process Methods 0.000 description 2
- 238000001228 spectrum Methods 0.000 description 2
- 238000013459 approach Methods 0.000 description 1
- 230000017531 blood circulation Effects 0.000 description 1
- 238000004891 communication Methods 0.000 description 1
- 230000000295 complement effect Effects 0.000 description 1
- 238000007796 conventional method Methods 0.000 description 1
- 238000001514 detection method Methods 0.000 description 1
- 238000005286 illumination Methods 0.000 description 1
- 230000005055 memory storage Effects 0.000 description 1
- 230000003068 static effect Effects 0.000 description 1
Images
Classifications
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/02—Detecting, measuring or recording for evaluating the cardiovascular system, e.g. pulse, heart rate, blood pressure or blood flow
- A61B5/024—Measuring pulse rate or heart rate
- A61B5/02416—Measuring pulse rate or heart rate using photoplethysmograph signals, e.g. generated by infrared radiation
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/0059—Measuring for diagnostic purposes; Identification of persons using light, e.g. diagnosis by transillumination, diascopy, fluorescence
- A61B5/0082—Measuring for diagnostic purposes; Identification of persons using light, e.g. diagnosis by transillumination, diascopy, fluorescence adapted for particular medical purposes
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/02—Detecting, measuring or recording for evaluating the cardiovascular system, e.g. pulse, heart rate, blood pressure or blood flow
- A61B5/024—Measuring pulse rate or heart rate
- A61B5/02438—Measuring pulse rate or heart rate with portable devices, e.g. worn by the patient
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/145—Measuring characteristics of blood in vivo, e.g. gas concentration or pH-value ; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid or cerebral tissue
- A61B5/1455—Measuring characteristics of blood in vivo, e.g. gas concentration or pH-value ; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid or cerebral tissue using optical sensors, e.g. spectral photometrical oximeters
- A61B5/14551—Measuring characteristics of blood in vivo, e.g. gas concentration or pH-value ; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid or cerebral tissue using optical sensors, e.g. spectral photometrical oximeters for measuring blood gases
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B2560/00—Constructional details of operational features of apparatus; Accessories for medical measuring apparatus
- A61B2560/02—Operational features
- A61B2560/0223—Operational features of calibration, e.g. protocols for calibrating sensors
- A61B2560/0238—Means for recording calibration data
Landscapes
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Physics & Mathematics (AREA)
- Cardiology (AREA)
- Engineering & Computer Science (AREA)
- General Health & Medical Sciences (AREA)
- Biomedical Technology (AREA)
- Heart & Thoracic Surgery (AREA)
- Medical Informatics (AREA)
- Molecular Biology (AREA)
- Surgery (AREA)
- Animal Behavior & Ethology (AREA)
- Pathology (AREA)
- Public Health (AREA)
- Veterinary Medicine (AREA)
- Biophysics (AREA)
- Physiology (AREA)
- Spectroscopy & Molecular Physics (AREA)
- Optics & Photonics (AREA)
- Measuring And Recording Apparatus For Diagnosis (AREA)
- Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
- Measuring Pulse, Heart Rate, Blood Pressure Or Blood Flow (AREA)
- Vascular Medicine (AREA)
- Artificial Intelligence (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Psychiatry (AREA)
- Signal Processing (AREA)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| IN3396MU2014 | 2014-10-27 | ||
| IN3396/MUM/2014 | 2014-10-27 |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN106137175A CN106137175A (zh) | 2016-11-23 |
| CN106137175B true CN106137175B (zh) | 2020-03-24 |
Family
ID=52875462
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201510177527.6A Active CN106137175B (zh) | 2014-10-27 | 2015-04-15 | 生理参数估计 |
Country Status (6)
| Country | Link |
|---|---|
| US (1) | US9955880B2 (https=) |
| EP (1) | EP3015057B1 (https=) |
| JP (1) | JP6509605B2 (https=) |
| CN (1) | CN106137175B (https=) |
| AU (1) | AU2015201518B2 (https=) |
| SG (1) | SG10201502305VA (https=) |
Families Citing this family (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| EP3087915B1 (en) * | 2015-04-27 | 2022-02-09 | Tata Consultancy Services Limited | Method and system for noise cleaning of photoplethysmogram signals for estimating blood pressure |
| US10123746B2 (en) | 2015-05-08 | 2018-11-13 | Texas Instruments Incorporated | Accuracy of heart rate estimation from photoplethysmographic (PPG) signals |
| US10335045B2 (en) | 2016-06-24 | 2019-07-02 | Universita Degli Studi Di Trento | Self-adaptive matrix completion for heart rate estimation from face videos under realistic conditions |
| US10939833B2 (en) | 2017-05-01 | 2021-03-09 | Samsung Electronics Company, Ltd. | Determining artery location using camera-based sensing |
| EP3449820B1 (en) * | 2017-08-30 | 2023-05-24 | Qompium | Computer-implemented method and system for direct photoplethysmography (ppg) |
| US12245845B2 (en) * | 2017-09-15 | 2025-03-11 | University Of Maryland, College Park | System and method for heart rate measurement using facial video |
| JP6620999B2 (ja) * | 2017-11-30 | 2019-12-18 | 国立大学法人東北大学 | 生体情報計測装置、生体情報計測プログラム、及び生体情報計測方法 |
| US10898087B2 (en) | 2017-12-08 | 2021-01-26 | Texas Instruments Incorporated | Motion detection and cancellation using ambient light |
| US10943092B2 (en) | 2018-05-23 | 2021-03-09 | ClairLabs Ltd. | Monitoring system |
| WO2021111436A1 (en) * | 2019-12-02 | 2021-06-10 | Binah.Ai Ltd | System and method for physiological measurements from optical data |
| US20220160311A1 (en) * | 2020-11-24 | 2022-05-26 | Tencent America LLC | Heart rate measurement based on remote photoplethysmography |
| WO2022187497A1 (en) * | 2021-03-03 | 2022-09-09 | Google Llc | Heart rate and respiratory rate measurements from imagery |
| US20240016424A1 (en) * | 2022-07-15 | 2024-01-18 | Samsung Electronics Co., Ltd. | Determining Oxygen Levels From Images of Skin |
Family Cites Families (16)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2000149006A (ja) * | 1998-08-31 | 2000-05-30 | Seiko Epson Corp | 画像処理プログラムを記録した媒体、画像処理装置および画像処理方法 |
| FR2853792A1 (fr) * | 2003-04-11 | 2004-10-15 | France Telecom | Procede de tatouage d'une sequence video a selection adaptative de la zone d'insertion du tatouage, procede de detection, dispositifs, support de donnees et programmes d'ordinateur correspondants |
| JP2009081622A (ja) * | 2007-09-26 | 2009-04-16 | Oki Semiconductor Co Ltd | 動画像圧縮符号化装置 |
| US20090226071A1 (en) * | 2008-03-06 | 2009-09-10 | Motorola, Inc. | Method and Apparatus to Facilitate Using Visible Light Images to Determine a Heart Rate |
| US8532932B2 (en) * | 2008-06-30 | 2013-09-10 | Nellcor Puritan Bennett Ireland | Consistent signal selection by signal segment selection techniques |
| CN102576458B (zh) * | 2009-10-06 | 2015-08-19 | 皇家飞利浦电子股份有限公司 | 用于获得第一信号进行分析以便表征该第一信号的至少一个周期性分量的方法和系统 |
| JP2011109619A (ja) * | 2009-11-20 | 2011-06-02 | Canon Inc | 画像処理方法および画像処理装置、プログラム |
| BR112013017072A2 (pt) * | 2011-01-05 | 2018-02-14 | Koninl Philips Electronics Nv | dispositivo de codificação de vídeo para codificar dados de vídeo, método de codificação de vídeo para codificar dados de vídeo, dispositivo de decodificação de vídeo para decodificar um fluxo de vídeo, método de decodificação de vídeo para decodificar um fluxo de vídeo codificado, sistema de codificação de vídeo para codificar e decodificar dados de vídeo e programa de computador. |
| EP2667769B1 (en) * | 2011-01-27 | 2020-07-22 | The Board of Trustees of the Leland Stanford Junior University | Systems for monitoring the circulatory system |
| CN103476330B (zh) * | 2011-04-21 | 2016-07-13 | 皇家飞利浦有限公司 | 用于人的生命体征测量的设备和方法 |
| US20140221845A1 (en) * | 2012-06-25 | 2014-08-07 | Xerox Corporation | Determining cardiac arrhythmia from a video of a subject being monitored for cardiac function |
| JP6069929B2 (ja) * | 2012-07-25 | 2017-02-01 | 富士通株式会社 | 画像選択方法、画像選択装置、符号化装置、画像選択システム、画像選択プログラム、符号化プログラム、及び画像符号化選択プログラム |
| JP5915757B2 (ja) * | 2012-09-07 | 2016-05-11 | 富士通株式会社 | 脈波検出方法、脈波検出装置及び脈波検出プログラム |
| US8740806B2 (en) * | 2012-11-07 | 2014-06-03 | Somnarus Inc. | Methods for detection of respiratory effort and sleep apnea monitoring devices |
| CN104871212B (zh) * | 2012-12-21 | 2018-11-09 | 皇家飞利浦有限公司 | 用于从远程检测到的电磁辐射提取生理信息的系统和方法 |
| WO2015055405A1 (en) * | 2013-10-17 | 2015-04-23 | Koninklijke Philips N.V. | Automatic camera adjustment for remote photoplethysmography |
-
2015
- 2015-03-23 US US14/665,657 patent/US9955880B2/en active Active
- 2015-03-24 JP JP2015060673A patent/JP6509605B2/ja active Active
- 2015-03-24 AU AU2015201518A patent/AU2015201518B2/en active Active
- 2015-03-24 SG SG10201502305VA patent/SG10201502305VA/en unknown
- 2015-03-25 EP EP15160713.2A patent/EP3015057B1/en active Active
- 2015-04-15 CN CN201510177527.6A patent/CN106137175B/zh active Active
Also Published As
| Publication number | Publication date |
|---|---|
| CN106137175A (zh) | 2016-11-23 |
| JP2016083342A (ja) | 2016-05-19 |
| EP3015057B1 (en) | 2017-09-06 |
| US9955880B2 (en) | 2018-05-01 |
| AU2015201518B2 (en) | 2019-08-01 |
| AU2015201518A1 (en) | 2016-05-12 |
| SG10201502305VA (en) | 2016-05-30 |
| US20160113531A1 (en) | 2016-04-28 |
| EP3015057A1 (en) | 2016-05-04 |
| JP6509605B2 (ja) | 2019-05-08 |
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