Gait analysis comparison between manual marking, 2D pose estimation algorithms, and 3D marker-based system

Gait analysis comparison between manual marking, 2D pose estimation algorithms, and 3D marker-based system

IntroductionRecent advances in Artificial Intelligence (AI) and Computer Vision (CV) have led to automated pose estimation algorithms using simple 2D videos. This has created the potential to perform kinematic measurements without the need for specialized, and often expensive, equipment. Even though...

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Bibliographic Details
Main Authors: Dimitrios Menychtas, Nikolaos Petrou, Ioannis Kansizoglou, Erasmia Giannakou, Athanasios Grekidis, Antonios Gasteratos, Vassilios Gourgoulis, Eleni Douda, Ilias Smilios, Maria Michalopoulou, Georgios Ch. Sirakoulis, Nikolaos Aggelousis
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-09-01
Series:Frontiers in Rehabilitation Sciences
Subjects:
2D pose estimation
motion analysis
biomechanics
joint angle comparison
biomechanics video annotation
Online Access:https://www.frontiersin.org/articles/10.3389/fresc.2023.1238134/full

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https://www.frontiersin.org/articles/10.3389/fresc.2023.1238134/full

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