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Nov, 2021
基于动态双层在线适应的跨领域人体网格重建
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation
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Shanyan Guan, Jingwei Xu, Michelle Z. He, Yunbo Wang, Bingbing Ni...
TL;DR
该研究考虑如何在线适应人体网格重建模型以适应不同相机参数、骨长、背景和遮挡等因素产生的分布偏移,提出Dynamic Bilevel Online Adaptation算法,并在三项人体网格重建基准测试中取得最先进的结果。
Abstract
We consider a new problem of adapting a
human mesh reconstruction model
to out-of-domain streaming videos, where performance of existing
smpl-based models
are significantly affected by the distribution shift repr
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