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Single Shot Corrective CNN for Anatomically Correct 3D Hand Pose Estimation

Hand pose estimation in 3D from depth images is a highly complex task. Current state-of-the-art 3D hand pose estimators focus only on the accuracy of the model as measured by how closely it matches the ground truth hand pose but overlook the resulting hand pose's anatomical correctness. In this...

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Detalles Bibliográficos
Autores principales: Isaac, Joseph H. R., Manivannan, Muniyandi, Ravindran, Balaraman
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8899709/
https://www.ncbi.nlm.nih.gov/pubmed/35265829
http://dx.doi.org/10.3389/frai.2022.759255