NDLI: Respiratory rate estimation via simultaneously tracking and segmentation

Content Provider	IEEE Xplore Digital Library
Author	Lin Yaying Jianchao Yao Yap-Peng Tan
Copyright Year	2010
Description	Author affiliation: School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore (Lin Yaying; Jianchao Yao; Yap-Peng Tan)
Abstract	A novel strategy of simultaneously tracking and segmentation is proposed for human respiratory rate estimation from thermal infrared, which can be applicable to contact-free polygraphy, airport health screening and patient monitoring system. In this framework, by carefully selecting the adaptive observation model for the tracking template and taking the intensity variation pattern of breathing into account, we developed a tracker which is not only to track successfully the region of interest (ROI) which is subject to both physiological and abrupt motion change, but also to segment out the breathing flow region simultaneously, without increasing any large extra computation. The experimental result demonstrated both its stability in tracking and accuracy improvement in recovery of the temperature profile on breathing, compared with other trackers without involvement of segmentation. Besides estimating respiratory rate, the proposed algorithm can be also utilized for any applications regarding the automatic detection and tracking of pixels experiencing periodic intensity variation.
Starting Page	170
Ending Page	177
File Size	766861
Page Count	8
File Format	PDF
ISBN	9781424470297
e-ISBN	9781424470303
DOI	10.1109/CVPRW.2010.5544622
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-06-13
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Patient monitoring Infrared surveillance Temperature Heart beat Computerized monitoring Humans Radar tracking Airports Heart rate measurement Biomedical monitoring
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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