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

• Egile Nagusiak: Dimitrios Menychtas (Egilea), Nikolaos Petrou (Egilea), Ioannis Kansizoglou (Egilea), Erasmia Giannakou (Egilea), Athanasios Grekidis (Egilea), Antonios Gasteratos (Egilea), Vassilios Gourgoulis (Egilea), Eleni Douda (Egilea), Ilias Smilios (Egilea), Maria Michalopoulou (Egilea), Georgios Ch. Sirakoulis (Egilea), Nikolaos Aggelousis (Egilea)
• Formatua: Liburua
• Argitaratua: Frontiers Media S.A., 2023-09-01T00:00:00Z.
• Gaiak: article
• Sarrera elektronikoa: Connect to this object online.

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...