Methods › Computer Vision › 3D Reconstruction › ARCH

Animatable Reconstruction of Clothed Humans

ARCH

23 papers tagged archive 2025-07-28

Introduced by Zeng Huang et al. in ARCH: Animatable Reconstruction of Clothed Humans

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

Animatable Reconstruction of Clothed Humans is an end-to-end framework for accurate reconstruction of animation-ready 3D clothed humans from a monocular image. ARCH is a learned pose-aware model that produces detailed 3D rigged full-body human avatars from a single unconstrained RGB image. A Semantic Space and a Semantic Deformation Field are created using a parametric 3D body estimator. They allow the transformation of 2D/3D clothed humans into a canonical space, reducing ambiguities in geometry caused by pose variations and occlusions in training data. Detailed surface geometry and appearance are learned using an implicit function representation with spatial local features.

PaperSource

Papers archive 2025-07-28

23 shown of 23, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

Tasks archive 2025-07-28

20 shown of 28 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

TaskPapers
Time Series5
Time Series Analysis5
Management2
3D Human Pose Estimation1
3D Human Reconstruction1
3D Human Shape Estimation1
3D Object Reconstruction From A Single Image1
3D Reconstruction1
Articles1
Audio Classification1
Benchmarking1
Cloud Computing1
Cross-Modal Information Retrieval1
Cross-Modal Retrieval1
Diagnostic1
Diversity1
Econometrics1
Gaussian Processes1
Image Captioning1
Information Retrieval1

Usage over time archive 2025-07-28

Papers per year tagged with ARCH: 2020 to 2025, peak 6 6 0 2020: 3 papers 2020 2021: 6 papers 2021 2022: 5 papers 2022 2023: 5 papers 2023 2024: 3 papers 2024 2025: 1 paper 2025
Papers per year the archive tags with this method, by the paper's archive date (23 dated). Bars are counts, not a trend claim.

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

3D Reconstruction

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