Breath Counting Method using Object Detection Algorithm

In the medical field, the “respiratory rate” of hospitalized patients is measured as one of the vital signs. Respiratory rate is one of the most important items. However, measurement respiratory rate is many burdens of medical personnel because it is done visually. We investigate a method to automatically measure respiratory rate to reduce the burden of medical personnel. An object detection algorithm is applied to the images obtained from the video camera. It is found that it is possible to measure respiratory rate by detecting the width of the subjects bounding box obtained by this method. We propose a method for measuring respiratory rate using this method.

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Publication Details

Published
2024-09-23
DOI
https://doi.org/10.1109/iscit63075.2024.10793667
Primary Topic
Advanced Chemical Sensor Technologies
Type
article
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article

Breath Counting Method using Object Detection Algorithm

Hiroki Matsumoto, Futoshi Ohyama, Noriko Imaizumi
Advanced Chemical Sensor Technologies
article

Breath Counting Method using Object Detection Algorithm

Hiroki Matsumoto, Futoshi Ohyama, Noriko Imaizumi
article en

Abstract

In the medical field, the “respiratory rate” of hospitalized patients is measured as one of the vital signs. Respiratory rate is one of the most important items. However, measurement respiratory rate is many burdens of medical personnel because it is done visually. We investigate a method to automatically measure respiratory rate to reduce the burden of medical personnel. An object detection algorithm is applied to the images obtained from the video camera. It is found that it is possible to measure respiratory rate by detecting the width of the subjects bounding box obtained by this method. We propose a method for measuring respiratory rate using this method.

Tokai University (JP), Maebashi Institute of Technology (JP)
Openalex Percentile: Top 78%
Advanced Chemical Sensor Technologies
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