Literature Reviews
Reviewed research papers, articles, and publications relevant to digital accessibility.
5 results found tagged activity recognition.
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Real-Time Crowd Labeling for Deployable Activity Recognition
Legion:AR is a system that provides deployable activity recognition by combining real-time crowd labeling with automatic recognition using Hidden Markov Models (HMMs). The system addresses a critical limitation of current activity recognition: automa…
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Verification of Daily Activities of Older Adults: A Simple, Non-Intrusive, Low-Cost Approach
This paper presents a sensor-based approach to verifying whether older adults perform their daily activities at home, with the goal of supporting aging in place and informing caregiver decisions. The key conceptual distinction is between activity ver…
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Exploring the Data Tracking and Sharing Preferences of Wheelchair Athletes
This paper explores how wheelchair basketball players want to use and share automatically tracked performance data, using a prototype sensor device as a discussion probe. The researchers interviewed 15 wheelchair basketball players (mean age 33, 1 fe…
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Activity Recognition in Older Adults with Training Data from Younger Adults: Preliminary Results on in Vivo Smartwatch Sensor Data
This extended abstract investigates a critical age-related bias in wearable activity recognition: models trained on data from younger adults perform significantly worse when applied to older adults. The study is motivated by the growing potential of …
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WLA4ND: a Wearable Dataset of Learning Activities for Young Adults with Neurodiversity to Provide Support in Education
This paper introduces WLA4ND (Wearable Learning Activities for Neurodiversity), the first wearable sensor dataset of learning activities collected from young adults with neurodiversity. While existing wearable sensor datasets focus on fitness, daily …