Robust gait identification using Kinect dynamic skeleton data
Sign Up to like & getrecommendations! Published in 2018 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-018-6865-9
Abstract: Gait has been recently proposed as a biometric feature that, with respect to other human characteristics, can be captured at a distance without requiring the collaboration of the observed subject. Therefore, it turns out to… read more here.
Keywords: identification using; robust gait; using kinect; gait ... See more keywords
SVM-based waist circumference estimation using Kinect
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DOI: 10.1016/j.cmpb.2020.105418
Abstract: BACKGROUND AND OBJECTIVE Conventional anthropometric studies using Kinect depth sensors have concentrated on estimating the distances between two points such as height. This paper deals with a novel waist measurement method using SVM regression, further… read more here.
Keywords: svm regressor; waist circumference; circumference; method ... See more keywords
Using Kinect to classify Parkinson’s disease stages related to severity of gait impairment
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DOI: 10.1186/s12859-018-2488-4
Abstract: BackgroundParkinson’s Disease (PD) is a chronic neurodegenerative disease associated with motor problems such as gait impairment. Different systems based on 3D cameras, accelerometers or gyroscopes have been used in related works in order to study… read more here.
Keywords: gait impairment; disease; relevant features; gait ... See more keywords