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SVTformer: Spatial-View-Temporal Transformer for Multi-View 3D Human Pose Estimation

Wanruo Zhang, Mengyuan Liu, Hong Liu et al. (4 total)

2025-04-11

AAAI Conference on Artificial Intelligence

10.1609/aaai.v39i10.33101

4 citations

摘要

Recently, transformer-based methods have been introduced to estimate 3D human pose from multiple views by aggregating the spatial-temporal information of human joints to achieve the lifting of 2D to 3D. However, previous approaches cannot model the inter-frame correspondence of each view's joint individually, nor can they directly consider all view interactions at each time, leading to insufficient learning of multi-view associations. To address this issue, we propose a Spatial-View-Temporal tra...

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