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Noncontact Millimeter-Wave Real-Time Detection and Tracking of Heart Rate on an Ambulatory Subject
- Source :
- IEEE Transactions on Information Technology in Biomedicine. 16:927-934
- Publication Year :
- 2012
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2012.
-
Abstract
- 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.
- Subjects :
- Adult
Male
Computer science
Remote patient monitoring
Video Recording
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Monitoring, Ambulatory
Tracking (particle physics)
Data acquisition
Heart Rate
Image Processing, Computer-Assisted
Humans
Point (geometry)
Computer vision
Electrical and Electronic Engineering
business.industry
Detector
Frame (networking)
General Medicine
Middle Aged
Thorax
Computer Science Applications
Female
Artificial intelligence
Antenna (radio)
business
Telecommunications
Tilt (camera)
Algorithms
Biotechnology
Subjects
Details
- ISSN :
- 15580032 and 10897771
- Volume :
- 16
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Information Technology in Biomedicine
- Accession number :
- edsair.doi.dedup.....0ee33488d849a9b5c4ff5aaa3622ef1d
- Full Text :
- https://doi.org/10.1109/titb.2012.2204760