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A one-stage whole-body mesh recovery method OSX and an upper-body dataset UBody.
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2026-02-27 19:46:16
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One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer CVPR 2023 One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer Jing Lin 1,2 , Ailing Zeng 1 , Haoqian Wang 2 , Lei Zhang 1 , Yu Li 1 1 International Digital Economy Academy (IDEA), 2 Shenzhen International Graduate School, Tsinghua University arXiv Video Code Data OSX is a one-stage pipeline for expressive whole-body (body, face, and hand) mesh recoveries from monocular images. It is the top-1 method on AGORA Smpl-X Leaderboard (dated March 2023). Abstract Whole-body mesh recovery aims to estimate the 3D human body, face, and hands parameters from a single image. It is challenging to perform this task with a single network due to resolution issues, i.e., the face and hands are usually located in extremely small regions. Existing works usually detect hands a...
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