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Published at December 5

HeatFormer: A Neural Optimizer for Multiview Human Mesh Recovery

cs.CV

Released Date: December 5, 2024

Authors: Yuto Matsubara¹, Ko Nishino¹

Aff.: ¹Graduate School of Informatics, Kyoto University

Arxiv: http://arxiv.org/pdf/2412.04456v1

[Uncaptioned image]

Method	MPJPE $\downarrow$	PA-MPJPE $\downarrow$
HMR2.0(a) [12]	44.8	33.6
HMR2.0(b) [12]	50.0	32.4
HMR2.0+scoreHMR-a [44]	47.9	28.4
HMR2.0+scoreHMR-b [44]	44.7	29.0
PostureHMR [43]	44.5	31.0
Shape-Aware [29]	79.9	45.1
MV-SPIN [42]	49.8	35.4
LVS [42]	46.9	32.5
ProHMR [25]	62.2	34.5
Yu et al. [52]	-	33.0
PaFF [18]	33.0	26.9
U-HMR arXiv [27]	31.0	22.8
HeatFormer (Ours)	30.3	23.2
Reference (Ours†)	28.6	23.1