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Thermal Vision for Sleep Apnea Monitoring

Authors :
Ioannis Pavlidis
Jin Fei
Jayasimha N. Murthy
Source :
Medical Image Computing and Computer-Assisted Intervention – MICCAI 2009 ISBN: 9783642042706, MICCAI (1)
Publication Year :
2009
Publisher :
Springer Berlin Heidelberg, 2009.

Abstract

The present paper proposes a novel methodology to monitor sleep apnea through thermal imaging. First, the nostril region is segmented and it is tracked over time via a network of cooperating probabilistic trackers. Then, the mean thermal signal of the nostril region, carrying the breathing information, is analyzed through wavelet decomposition. The experimental set included 22 subjects (12 men and 10 women). The sleep-disordered incidents were detected by both thermal and standard polysomnographic methodologies. The high accuracy confirms the validity of the proposed approach, and brings non-obtrusive clinical monitoring of sleep disorders within reach.

Details

ISBN :
978-3-642-04270-6
ISBNs :
9783642042706
Database :
OpenAIRE
Journal :
Medical Image Computing and Computer-Assisted Intervention – MICCAI 2009 ISBN: 9783642042706, MICCAI (1)
Accession number :
edsair.doi...........1c3b5a56fb2e1a616f27048981d96211
Full Text :
https://doi.org/10.1007/978-3-642-04271-3_131