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A Unified Deep Framework for Joint 3D Pose Estimation and Action Recognition from a Single RGB Camera

We present a deep learning-based multitask framework for joint 3D human pose estimation and action recognition from RGB sensors using simple cameras. The approach proceeds along two stages. In the first, a real-time 2D pose detector is run to determine the precise pixel location of important keypoin...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Pham, Huy Hieu, Salmane, Houssam, Khoudour, Louahdi, Crouzil, Alain, Velastin, Sergio A., Zegers, Pablo
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7180926/
https://ncbi.nlm.nih.gov/pubmed/32218350
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s20071825
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