Method for discovering spatial arm positions with depth sensor data at low-performance devices

A method of arm aiming direction estimation for low performance Internet of Things devices is proposed. It uses Human Pose Estimation (HPE) algorithms for retrieving human skeleton key points. Having these key points, arm aiming directions model is calculated. Two well-known HPE methods (PoseNet a...

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Main Authors: Dmitrii S. Medvedev, Andrei D. Ignatov
Formato: Artigo
Idioma:Inglês
Publicado: Saint Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO University) 2022-04-01
Series:Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki
Assuntos:
human pose estimation
human computer interaction
human machine interaction
depth maps
internet of things
gesture control
Acceso en liña:https://ntv.ifmo.ru/file/article/21162.pdf
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