Literature DB >> 29060846

Considerations of handheld respiratory rate estimation via a stabilized Video Magnification approach.

Shafaf Alam, Surya P N Singh, Udantha Abeyratne.   

Abstract

Respiratory rate can be a vital indicator of illness; however, tracking this is a non-trivial process. Phase-based Eulerian Video Magnification (EVM) is an exciting spatiotemporal video processing approach able to reveal subtle breathing motions within video sequences; however, its results are variant to large motions and camera blur. In the case of camera motion, a compensation strategy of stabilizing (without smoothing) the video has the may reduce estimation error in handheld cases. This work explores the extent of removing motion artefacts and its impact on identifying subtle breathing motions. Tests across six indoor scenes show a reduction mean breathing estimate error for 4 of 6 cases and highlights the sensitivity of this approach to unwanted body movements. The results of this project suggest the plausibility that non-smoothing video amplification processes can be an effective method to track breathing motion and that implementing correction techniques which may allow a smartphone to provide a compact, non-invasive, online breathing monitor.

Mesh:

Year:  2017        PMID: 29060846     DOI: 10.1109/EMBC.2017.8037805

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  2 in total

1.  Algoritmically improved microwave radar monitors breathing more acurrate than sensorized belt.

Authors:  Andrzej Czyżewski; Bozena Kostek; Adam Kurowski; Krzysztof Narkiewicz; Beata Graff; Piotr Odya; Tomasz Śmiałkowski; Andrzej Sroczyński
Journal:  Sci Rep       Date:  2022-08-24       Impact factor: 4.996

2.  Extracting physiological information in experimental biology via Eulerian video magnification.

Authors:  Henrik Lauridsen; Selina Gonzales; Daniela Hedwig; Kathryn L Perrin; Catherine J A Williams; Peter H Wrege; Mads F Bertelsen; Michael Pedersen; Jonathan T Butcher
Journal:  BMC Biol       Date:  2019-12-12       Impact factor: 7.431

  2 in total

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