LidPose: Real-Time 3D Human Pose Estimation in Sparse Lidar Point Clouds with Non-Repetitive Circular Scanning Pattern

In this paper, we propose a novel, vision-transformer-based end-to-end pose estimation method, LidPose, for real-time human skeleton estimation in non-repetitive circular scanning (NRCS) lidar point clouds. Building on the ViTPose architecture, we introduce novel adaptations to address the unique pr...

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Bibliographic Details
Main Authors: Lóránt Kovács, Balázs M. Bódis, Csaba Benedek
Format: Article
Language:English
Published: MDPI AG 2024-05-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/24/11/3427