Multiscale SPD manifold learning for rehabilitation exercise evaluation

Abstract Rehabilitation exercise assessment plays a crucial role in patient recovery, particularly for individuals recovering from injuries, surgeries, or illnesses affecting mobility. In this paper, we propose a novel approach for the assessment of skeleton-based data recorded from rehabilitation e...

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Detaylı Bibliyografya
Asıl Yazarlar: Zhonghai Bai, Václav Snášel, Crina Grosan, Seyedali Mirjalili, Bay Vo, Jeng-Shyang Pan, Lingping Kong
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Nature Portfolio 2025-11-01
Seri Bilgileri:Scientific Reports
Konular:
Rehabilitation exercise assessment
SPD manifolds
Multi-scale classification
Tangent space representation
Online Erişim:https://doi.org/10.1038/s41598-025-19495-5
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