GarmentImage: Raster Encoding of Garment Sewing Patterns with Diverse Topologies

Yuki Tatsukawa; Anran Qi; I-Chao Shen; Takeo Igarashi

doi:10.1145/3721238.3730632

SIGGRAPH2025Top-tier venue

GarmentImage: Raster Encoding of Garment Sewing Patterns with Diverse Topologies

Yuki Tatsukawa, Anran Qi, I-Chao Shen, Takeo Igarashi

arXiv DOI Publisher

2025Year

7Citations

5Top-tier citations

Abstract

Image-to-pa ern prediction (a) Latent space interpolation Training dataset GarmentImage Simulated image Sewing pa ern Input image of an unseen garment type Vector representation result GarmentImage result Vector representation VAE

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Cited by top-tier papers5

ReWeaver: Towards Simulation-Ready and Topology-Accurate Garment ReconstructionMing Li, Hui Shan, Kai Zheng, Chentao Shen et al.CVPR 2026 · 2 citations
Garment Particles: A 2D-3D Symmetric Garment Representation for Generation and EditingKiyohiro Nakayama, I-Chao Shen, Ruofan Liu, Yiming Wang et al.SIGGRAPH 2026 · 1 citation
SwiftTailor: Efficient 3D Garment Generation with Geometry Image RepresentationPhuc Pham, Uy Dieu Tran, Binh-Son Hua, Phong NguyenCVPR 2026
Learning Sewing Patterns via Latent Flow Matching of Implicit FieldsCong Cao, Ren Li, Corentin Dumery, Hao LiSIGGRAPH 2026
PatternGSL: A Structured Specification Language for Template-Free and Simulation-Ready 3D GarmentsZhenyang Li, Lutao Jiang, Yizhou Zhao, Ying-Cong Chen et al.SIGGRAPH 2026

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High-Resolution Image Synthesis with Latent Diffusion ModelsRobin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser et al.CVPR 2022 · 13,123 citations
Action-Conditioned 3D Human Motion Synthesis with Transformer VAEMathis Petrovich, Michael J. Black, Gül VarolICCV 2021 · 672 citations
DreamFusion: Text-to-3D using 2D DiffusionBen Poole, Ajay Jain, Jonathan T. Barron, Ben MildenhallICLR 2023 · 463 citations
Computational pattern making from 3D garment modelsNico Pietroni, Corentin Dumery, Raphael Falque, Mark Liu et al.SIGGRAPH 2022 · 79 citations
NeuralTailor: reconstructing sewing pattern structures from 3D point clouds of garmentsMaria Korosteleva, Sung-Hee LeeSIGGRAPH 2022 · 45 citations

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