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IntelliRehabDS (IRDS)—A Dataset of Physical Rehabilitation Movements

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dc.contributor.authorAlina Mironen_US
dc.contributor.authorNoureddin Sadawien_US
dc.contributor.authorWaidah Ismailen_US
dc.contributor.authorHafez Hussainen_US
dc.contributor.authorCrina Grosanen_US
dc.date.accessioned2024-05-29T01:55:42Z
dc.date.available2024-05-29T01:55:42Z
dc.date.issued2021
dc.date.submitted2022-1-28
dc.descriptionData 2021, 6(5), 46; https://doi.org/10.3390/data6050046en_US
dc.description.abstractIn this article, we present a dataset that comprises different physical rehabilitation movements. The dataset was captured as part of a research project intended to provide automatic feedback on the execution of rehabilitation exercises, even in the absence of a physiotherapist. A Kinect motion sensor camera was used to record gestures. The dataset contains repetitions of nine gestures performed by 29 subjects, out of which 15 were patients and 14 were healthy controls. The data are presented in an easily accessible format, provided as 3D coordinates of 25 body joints along with the corresponding depth map for each frame. Each movement was annotated with the gesture type, the position of the person performing the gesture (sitting or standing) as well as a correctness label. The data are publicly available and were released with to provide a comprehensive dataset that can be used for assessing the performance of different patients while performing simple movements in a rehabilitation setting and for comparing these movements with a control group of healthy individualsen_US
dc.identifier.citationMiron A, Sadawi N, Ismail W, Hussain H, Grosan C. IntelliRehabDS (IRDS)—A Dataset of Physical Rehabilitation Movements. Data. 2021; 6(5):46. https://doi.org/10.3390/data6050046en_US
dc.identifier.doi10.3390/data6050046
dc.identifier.epage13
dc.identifier.issn2306-5729
dc.identifier.issue46
dc.identifier.other481-33
dc.identifier.spage1
dc.identifier.urihttps://www.scopus.com/record/display.uri?eid=2-s2.0-85106930585&origin=resultslist&sort=plf-f&src=s&st1=Intellirehabds++irds+a+Dataset+Of+Physical+Rehabilitation+Movements&sid=c4605346237b32f2b2be75c606be6ed8&sot=b&sdt=b&sl=82&s=TITLE-ABS-KEY%28Intellirehabds++irds+a+Dataset+Of+Physical+Rehabilitation+Movements%29&relpos=0&citeCnt=2&searchTerm=&featureToggles=FEATURE_NEW_DOC_DETAILS_EXPORT:1
dc.identifier.urihttps://www.mdpi.com/2306-5729/6/5/46
dc.identifier.urihttps://oarep.usim.edu.my/handle/123456789/9740
dc.identifier.volume6
dc.language.isoenen_US
dc.publisherMDPIen_US
dc.relation.ispartofDataen_US
dc.subjectmovement dataset; human gesture dataset; physical rehabilitation; motion capturing; physical therapy exercisesen_US
dc.titleIntelliRehabDS (IRDS)—A Dataset of Physical Rehabilitation Movementsen_US
dc.typeArticleen_US
dspace.entity.typePublication

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