Nose Breathing or Mouth Breathing? A Thermography-Based New Measurement for Sleep Monitoring

Zhengjie Huang, Wenjin Wang, Gerard de Haan

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

11 Citations (Scopus)

Abstract

Nose breathing is preferred during sleep, although health issues may cause a subject to breathe through the mouth, and long-term mouth breathing may raise other health issues like sleep apnea. This paper proposes a first-ever classification of nose breathing and mouth breathing using the thermography of the subject. The measurement uses the relative temperature variations of different facial regions to classify mouth or nose breathing. This measurement is particularly health-/well-being relevant as it can be used as an early sign for sleep disorders or an indicator of sleep quality. An end-to-end processing flowchart has been provided for proof-of-concept validation on real-life recordings of thermal videos. Eight volunteers participated in our experiments and our proposed method achieved an overall classification accuracy of 91% in ideal lab conditions.
Original languageEnglish
Title of host publicationProceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2021
PublisherInstitute of Electrical and Electronics Engineers
Pages3877-3883
Number of pages7
ISBN (Electronic)978-1-6654-4899-4
DOIs
Publication statusPublished - 1 Sept 2021
Event2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2021 - Nashville, United States
Duration: 19 Jun 202125 Jun 2021

Conference

Conference2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2021
Abbreviated titleCVPRW 2021
Country/TerritoryUnited States
CityNashville
Period19/06/2125/06/21

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