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A Personalized Video-Based Hand Taxonomy: Application for Individuals with Spinal Cord Injury
March 28, 2024, 4:42 a.m. | Mehdy Dousty, David J. Fleet, Jos\'e Zariffa
cs.LG updates on arXiv.org arxiv.org
Abstract: Hand function is critical for our interactions and quality of life. Spinal cord injuries (SCI) can impair hand function, reducing independence. A comprehensive evaluation of function in home and community settings requires a hand grasp taxonomy for individuals with impaired hand function. Developing such a taxonomy is challenging due to unrepresented grasp types in standard taxonomies, uneven data distribution across injury levels, and limited data. This study aims to automatically identify the dominant distinct hand …
abstract application arxiv community cs.cv cs.lg evaluation function home interactions life personalized quality taxonomy type video
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