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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Dmitrii S. Medvedev, Andrei D. Ignatov
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Saint Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO University) 2022-04-01
Cyfres:Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki
Pynciau:
human pose estimation
human computer interaction
human machine interaction
depth maps
internet of things
gesture control
Mynediad Ar-lein:https://ntv.ifmo.ru/file/article/21162.pdf
Tagiau: Ychwanegu Tag
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