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lightbulbPractical problemEveryday Behavior and Activity Recognition

UbiComp '23Toward Pioneering Sensors and Features Using Large Language Models in Human Activity Recognition

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Users worry about privacy and security with camera sensors, and existing methods struggle to capture complex behaviors.

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lightbulbPractical problemEveryday Behavior and Activity Recognition

Special education teachers struggle to assess autistic children's engagement in real time and optimize interventions.

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lightbulbPractical problemEveryday Behavior and Activity Recognition

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lightbulbPractical problemEveryday Behavior and Activity Recognition

Video-based activity monitoring exposes privacy and performs poorly in low-light conditions.

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Users struggle to accurately record exercise type and repetition counts with privacy-friendly technology during workouts.

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Engineers spend significant time on manual sensor placement and feature design and depend on specialized expertise.

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