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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2024
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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 |
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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 |
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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. |
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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 |
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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 |
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Institutional Knowledge at Singapore Management University |
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2024 |
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https://ink.library.smu.edu.sg/sis_research/9722 |
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