ScaleFormer architecture for scale invariant human pose estimation with enhanced mixed features

Abstract Human pose estimation is a fundamental task in computer vision. However, existing methods face performance fluctuation challenges when processing human targets at different scales, especially in outdoor scenes where target distances and viewing angles frequently change. This paper proposes...

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Bibliographic Details
Main Authors: Congying Ge, Wei Fu Qin
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-12620-4
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