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A Simple Strategy for Body Estimation from Partial-View Images
April 16, 2024, 4:47 a.m. | Yafei Mao, Xuelu Li, Brandon Smith, Jinjin Li, Raja Bala
cs.CV updates on arXiv.org arxiv.org
Abstract: Virtual try-on and product personalization have become increasingly important in modern online shopping, highlighting the need for accurate body measurement estimation. Although previous research has advanced in estimating 3D body shapes from RGB images, the task is inherently ambiguous as the observed scale of human subjects in the images depends on two unknown factors: capture distance and body dimensions. This ambiguity is particularly pronounced in partial-view scenarios. To address this challenge, we propose a modular …
abstract advanced arxiv become cs.cv highlighting human images measurement modern online shopping personalization product research scale shopping simple strategy type view virtual virtual try-on
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