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Automatic real time derivation of breathing rate from thermal video sequences

  • University 'Politehnica' of Bucharest

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Résumé

The breathing rate (BR) is one of most important physiological parameter used for cardiopulmonary arrest prevention and for evaluating respiratory problems as (sleep) apnea, congestive heart, hypo / hyper –ventilation, asthma etc. In this paper, we propose an efficient method for non-contact estimation of BR using thermal imaging. The system is based on computer vision algorithms and sequentially performs: face detection, interest points extraction and tracking, geometric transformation between successive frames and nostril position estimation. The performance of the proposed framework is evaluated against the BR measured using a wired thermistor. The thermistor is placed near the subject nostril and is connected to an acquisition system designed for medical applications. The experimental evaluation validates the proposed methodology, returning high accuracy scores. In terms of the computational complexity, the system performs the BR estimation in real time.

langue originaleAnglais
titreEMBEC and NBC 2017 - Joint Conference of the European Medical and Biological Engineering Conference EMBEC 2017 and the Nordic-Baltic Conference on Biomedical Engineering and Medical Physics, NBC 2017
rédacteurs en chefHannu Eskola, Outi Vaisanen, Jari Viik, Jari Hyttinen
EditeurSpringer Verlag
Pages81-84
Nombre de pages4
ISBN (imprimé)9789811051210
Les DOIs
étatPublié - 1 janv. 2017
Modification externeOui
EvénementJoint Conference of the European Medical and Biological Engineering Conference, EMBEC 2017 and Nordic-Baltic Conference on Biomedical Engineering and Medical Physics, NBC 2107 - Tampere, Finlande
Durée: 11 juin 201715 juin 2017

Série de publications

NomIFMBE Proceedings
Volume65
ISSN (imprimé)1680-0737

Une conférence

Une conférenceJoint Conference of the European Medical and Biological Engineering Conference, EMBEC 2017 and Nordic-Baltic Conference on Biomedical Engineering and Medical Physics, NBC 2107
Pays/TerritoireFinlande
La villeTampere
période11/06/1715/06/17

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