Stochastic human motion prediction using a quantized conditional diffusion model

Human motion prediction is a fundamental task in computer vision, aiming to forecast future human poses based on observed motion sequences. Existing deterministic methods generate a single future motion sequence, neglecting the inherent stochasticity and diversity of human behaviors. To address this...

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Bibliographic Details

Published in:	Knowledge-based systems Vol. 309; p. 112823
Main Authors:	Huang, Biaozhang, Li, Xinde, Hu, Chuanfei, Li, Heqing
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 30.01.2025
Subjects:	Conditional diffusion model Human motion prediction Vector quantized variational autoencoder Conditional diffusion model Human motion prediction Vector quantized variational autoencoder
ISSN:	0950-7051
Online Access:	Get full text
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