BrushBuds : Toothbrushing tracking using earphone IMUs

Inadequate toothbrushing habits are a leading cause of oral health problems such as tooth decay. Many individuals are uncertain if they are brushing effectively or over-focusing on specific areas. While high-end electric toothbrushes can address these concerns, manual toothbrushes remain widely used...

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Main Authors: YANG, Qiang, LIU, Yang, STUCHBURY-WASS, Jake, BUTKOW, Kayla-Jade, MA, Dong, MASCOLO, Cecilia
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Language:English
Published: Institutional Knowledge at Singapore Management University 2024
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Online Access:https://ink.library.smu.edu.sg/sis_research/9722
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spelling sg-smu-ink.sis_research-107222024-11-28T08:36:03Z BrushBuds : Toothbrushing tracking using earphone IMUs YANG, Qiang LIU, Yang STUCHBURY-WASS, Jake BUTKOW, Kayla-Jade MA, Dong MASCOLO, Cecilia Inadequate toothbrushing habits are a leading cause of oral health problems such as tooth decay. Many individuals are uncertain if they are brushing effectively or over-focusing on specific areas. While high-end electric toothbrushes can address these concerns, manual toothbrushes remain widely used due to their simplicity and affordability. In this paper, we introduce BrushBuds, an earphone-based toothbrushing monitoring system aimed at tracking brushing areas, which leverages the ubiquitous presence of earphones to enhance manual toothbrushing. BrushBuds utilizes Inertial Measurement Units (IMUs) in earphones to detect subtle head movements incurred by toothbrushing. By capturing distinct motion patterns specific to brushing for each tooth region, BrushBuds can effectively track the toothbrushing process. Our evaluation demonstrates the feasibility of BrushBuds, showing an average accuracy of 84.3% in identifying six distinct tooth areas. By enhancing manual toothbrushing with IMU sensors in earphones, BrushBuds has the potential to significantly improve oral hygiene practices for a broad range of manual toothbrush users. 2024-10-05T07:00:00Z text https://ink.library.smu.edu.sg/sis_research/9722 info:doi/10.1145/3675094.3680521 Research Collection School Of Computing and Information Systems eng Institutional Knowledge at Singapore Management University Toothbrushing monitoring IMUs Earable devices Artificial Intelligence and Robotics Hardware Systems
institution Singapore Management University
building SMU Libraries
continent Asia
country Singapore
Singapore
content_provider SMU Libraries
collection InK@SMU
language English
topic Toothbrushing monitoring
IMUs
Earable devices
Artificial Intelligence and Robotics
Hardware Systems
spellingShingle Toothbrushing monitoring
IMUs
Earable devices
Artificial Intelligence and Robotics
Hardware Systems
YANG, Qiang
LIU, Yang
STUCHBURY-WASS, Jake
BUTKOW, Kayla-Jade
MA, Dong
MASCOLO, Cecilia
BrushBuds : Toothbrushing tracking using earphone IMUs
description Inadequate toothbrushing habits are a leading cause of oral health problems such as tooth decay. Many individuals are uncertain if they are brushing effectively or over-focusing on specific areas. While high-end electric toothbrushes can address these concerns, manual toothbrushes remain widely used due to their simplicity and affordability. In this paper, we introduce BrushBuds, an earphone-based toothbrushing monitoring system aimed at tracking brushing areas, which leverages the ubiquitous presence of earphones to enhance manual toothbrushing. BrushBuds utilizes Inertial Measurement Units (IMUs) in earphones to detect subtle head movements incurred by toothbrushing. By capturing distinct motion patterns specific to brushing for each tooth region, BrushBuds can effectively track the toothbrushing process. Our evaluation demonstrates the feasibility of BrushBuds, showing an average accuracy of 84.3% in identifying six distinct tooth areas. By enhancing manual toothbrushing with IMU sensors in earphones, BrushBuds has the potential to significantly improve oral hygiene practices for a broad range of manual toothbrush users.
format text
author YANG, Qiang
LIU, Yang
STUCHBURY-WASS, Jake
BUTKOW, Kayla-Jade
MA, Dong
MASCOLO, Cecilia
author_facet YANG, Qiang
LIU, Yang
STUCHBURY-WASS, Jake
BUTKOW, Kayla-Jade
MA, Dong
MASCOLO, Cecilia
author_sort YANG, Qiang
title BrushBuds : Toothbrushing tracking using earphone IMUs
title_short BrushBuds : Toothbrushing tracking using earphone IMUs
title_full BrushBuds : Toothbrushing tracking using earphone IMUs
title_fullStr BrushBuds : Toothbrushing tracking using earphone IMUs
title_full_unstemmed BrushBuds : Toothbrushing tracking using earphone IMUs
title_sort brushbuds : toothbrushing tracking using earphone imus
publisher Institutional Knowledge at Singapore Management University
publishDate 2024
url https://ink.library.smu.edu.sg/sis_research/9722
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