iPhys: An Open Non-Contact Imaging-Based Physiological Measurement Toolbox

被引:0
作者
McDuff, Daniel [1 ]
Blackford, Ethan [2 ]
机构
[1] Microsoft Res, Redmond, WA 98052 USA
[2] Ball Aerosp, Fairborn, OH USA
来源
2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) | 2019年
关键词
LIGHT; PHOTOPLETHYSMOGRAPHY; GREEN;
D O I
10.1109/embc.2019.8857012
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Imaging-based, non-contact measurement of physiology (including imaging photoplethysmography and imaging ballistocardiography) is a growing field of research. There are several strengths of imaging methods that make them attractive. They remove the need for uncomfortable contact sensors and can enable spatial and concomitant measurement from a single sensor. Furthermore, cameras are ubiquitous and often low-cost solutions for sensing. Open source toolboxes help accelerate the progress of research by providing a means to compare new approaches against standard implementations of the state-of-the-art. We present an open source imaging-based physiological measurement toolbox with implementations of many of the most frequently employed computational methods. We hope that this toolbox will contribute to the advancement of non-contact physiological sensing methods. Code: https://github.com/danmcduff/iphys-toolbox
引用
收藏
页码:6521 / 6524
页数:4
相关论文
共 35 条
[1]   Photoplethysmography and its application in clinical physiological measurement [J].
Allen, John .
PHYSIOLOGICAL MEASUREMENT, 2007, 28 (03) :R1-R39
[2]   Detecting Pulse from Head Motions in Video [J].
Balakrishnan, Guha ;
Durand, Fredo ;
Guttag, John .
2013 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2013, :3430-3437
[3]  
Blackford E., 2015, SPIE MED IMAGING
[4]  
Blackford E. B., 2018, OPTICAL DIAGNOSTICS, V10501
[5]  
Blackford EB, 2016, IEEE ENG MED BIO, P3930, DOI 10.1109/EMBC.2016.7591587
[6]   Long-range non-contact imaging photoplethysmography: Cardiac pulse wave sensing at a distance [J].
Blackford, Ethan B. ;
Estepp, Justin R. ;
Piasecki, Alyssa M. ;
Bowers, Margaret A. ;
Klosterman, Samantha L. .
OPTICAL DIAGNOSTICS AND SENSING XVI: TOWARD POINT-OF-CARE DIAGNOSTICS, 2016, 9715
[7]  
Chen W., 2018, PROC EUR C COMPUT VI, P349
[8]  
Chen W., 2018, ARXIV180509511
[9]   Robust Pulse Rate From Chrominance-Based rPPG [J].
de Haan, Gerard ;
Jeanne, Vincent .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2013, 60 (10) :2878-2886
[10]   EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis [J].
Delorme, A ;
Makeig, S .
JOURNAL OF NEUROSCIENCE METHODS, 2004, 134 (01) :9-21