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3D Hand Pose Estimation Based on Five-Layer Ensemble CNN

Estimating accurate 3D hand pose from a single RGB image is a highly challenging problem in pose estimation due to self-geometric ambiguities, self-occlusions, and the absence of depth information. To this end, a novel Five-Layer Ensemble CNN (5LENet) is proposed based on hierarchical thinking, whic...

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Detalles Bibliográficos
Autores principales: Fan, Lili, Rao, Hong, Yang, Wenji
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7832339/
https://www.ncbi.nlm.nih.gov/pubmed/33477802
http://dx.doi.org/10.3390/s21020649