Noncontact Millimeter-Wave Real-Time Detection and Tracking of Heart Rate on an Ambulatory Subject

被引:37
作者
Mikhelson, Ilya V. [1 ]
Lee, Philip [1 ]
Bakhtiari, Sasan [2 ]
Elmer, Thomas W., II [2 ]
Katsaggelos, Aggelos K. [1 ]
Sahakian, Alan V. [1 ,3 ]
机构
[1] Northwestern Univ, Dept Elect Engn & Comp Sci, Evanston, IL 60208 USA
[2] Argonne Natl Lab, Nucl Engn Div, Argonne, IL 60439 USA
[3] Northwestern Univ, Dept Biomed Engn, Evanston, IL 60208 USA
来源
IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE | 2012年 / 16卷 / 05期
关键词
Heart rate; human tracking; millimeter wave; patient monitoring; remote sensing;
D O I
10.1109/TITB.2012.2204760
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a solution to an aiming problem in the remote sensing of vital signs using an integration of two systems. The problem is that to collect meaningful data with a millimeter-wave sensor, the antenna must be pointed very precisely at the subject's chest. Even small movements could make the data unreliable. To solve this problem, we attached a camera to the millimeter-wave antenna, and mounted this combined system on a pan/tilt base. Our algorithm initially finds a subject's face and then tracks him/her through subsequent frames, while calculating the position of the subject's chest. For each frame, the camera sends the location of the chest to the pan/tilt base, which rotates accordingly to make the antenna point at the subject's chest. This paper presents a system for concurrent tracking and data acquisition with results from some sample scenarios.
引用
收藏
页码:927 / 934
页数:8
相关论文
共 26 条
[1]   ALBERTI,LEON,BATTISTA SYSTEM OF HUMAN PROPORTIONS [J].
AIKEN, JA .
JOURNAL OF THE WARBURG AND COURTAULD INSTITUTES, 1980, 43 :68-&
[2]  
[Anonymous], MED BIOL ENG C UNPUB
[3]  
[Anonymous], 2000, P EUR C COMP VIS
[4]  
[Anonymous], IEEE AEROSP ELECT SY
[5]  
[Anonymous], 2013, Learning OpenCV: Computer Vision in C++ with the OpenCVLibrary
[6]  
[Anonymous], 11 MED C CONTR AUT R
[7]   Compact Millimeter-Wave Sensor for Remote Monitoring of Vital Signs [J].
Bakhtiari, Sasan ;
Elmer, Thomas W., II ;
Cox, Nicholas M. ;
Gopalsami, Nachappa ;
Raptis, Appostolos C. ;
Liao, Shaolin ;
Mikhelson, Ilya ;
Sahakian, Alan V. .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2012, 61 (03) :830-841
[8]   A Real-time Heart Rate Analysis for a Remote Millimeter Wave I-Q Sensor [J].
Bakhtiari, Sasan ;
Liao, Shaolin ;
Elmer, Thomas, II ;
Gopalsami, Nachappa 'Sami' ;
Raptis, A. C. .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2011, 58 (06) :1839-1845
[9]   Real time face and object tracking as a component of a perceptual user interface [J].
Bradski, GR .
FOURTH IEEE WORKSHOP ON APPLICATIONS OF COMPUTER VISION - WACV'98, PROCEEDINGS, 1998, :214-219
[10]   Mean shift: A robust approach toward feature space analysis [J].
Comaniciu, D ;
Meer, P .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2002, 24 (05) :603-619