mlsanityData to 7 Oct 2026

Computational Pattern Making from 3D Garment Models

arXiv 2202.10272 ↗First posted 21 Feb 2022cs.GRcited by 22

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Abstract (arXiv)

We propose a method for computing a sewing pattern of a given 3D garment model. Our algorithm segments an input 3D garment shape into patches and computes their 2D parameterization, resulting in pattern pieces that can be cut out of fabric and sewn together to manufacture the garment. Unlike the general state-of-the-art approaches for surface cutting and flattening, our method explicitly targets garment fabrication. It accounts for the unique properties and constraints of tailoring, such as seam symmetry, the usage of darts, fabric grain alignment, and a flattening distortion measure that models woven fabric deformation, respecting its anisotropic behavior. We bootstrap a recent patch layout approach developed for quadrilateral remeshing and adapt it to the purpose of computational pattern making, ensuring that the deformation of each pattern piece stays within prescribed bounds of cloth stress. While our algorithm can automatically produce the sewing patterns, it is fast enough to admit user input to creatively iterate on the pattern design. Our method can take several target poses of the 3D garment into account and integrate them into the sewing pattern design. We demonstrate results on both skintight and loose garments, showcasing the versatile application possibilities of our approach.

Key facts. Cited by 22 papers in the map (data through 7 Oct 2026). First posted on arXiv 21 Feb 2022.

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2023: 3; 2024: 7; 2025: 5; 2026: 7.

22 papers.

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  1. 2024DressCode: Autoregressively Sewing and Generating Garments from Text Guidancecited by 43
  2. 2023DiffAvatar: Simulation-Ready Garment Optimization with Differentiable Simulationcited by 40
  3. 2023Garment Recovery with Shape and Deformation Priorscited by 23
  4. 2024Design2GarmentCode: Turning Design Concepts to Tangible Garments Through Program Synthesiscited by 17
  5. 2024WordRobe: Text-Guided Generation of Textured 3D Garmentscited by 13
  6. 2024Multimodal Latent Diffusion Model for Complex Sewing Pattern Generationcited by 12
  7. 2025Single View Garment Reconstruction Using Diffusion Mapping Via Pattern Coordinatescited by 12
  8. 2024Reconstruction of Manipulated Garment with Guided Deformation Priorcited by 8
  9. 2023PersonalTailor: Personalizing 2D Pattern Design from 3D Garment Point Cloudscited by 4
  10. 2025GarmentX: Autoregressive Parametric Representations for High-Fidelity 3D Garment Generationcited by 3
  11. 2026Garment Particles: A 2D--3D Symmetric Garment Representation for Generation and Editingcited by 2
  12. 2025From Air to Wear: Personalized 3D Digital Fashion with AR/VR Immersive 3D Sketchingcited by 1
10 more
  1. 2025Free-Boundary Quasiconformal Maps via a Least-squares Operator in Diffeomorphism Optimizationcited by 1
  2. 2026Learning Sewing Patterns via Latent Flow Matching of Implicit Fieldscited by 1
  3. 2026NGL: Natural Garment Language for Training-Free Sewing Pattern Estimationcited by 1
  4. 2026Learning-based Seam Correspondence Reconstruction in Sewing Patternscited by 1
  5. 2024Garment Animation NeRF with Color Editingcited by 0
  6. 2024AIpparel: A Multimodal Foundation Model for Digital Garmentscited by 0
  7. 2025Learning High-Fidelity Cloth Animation via Skinning-Free Image Transfercited by 0
  8. 2026Spatio-Temporal Garment Reconstruction Using Diffusion Mapping via Pattern Coordinatescited by 0
  9. 2026Stitched Embeddings: A Unified Latent Space for 3D Garments and 2D Patternscited by 0
  10. 2026GarmentWeaver: Schema-Aware Structured Synthesis for Multimodal Sewing Patternscited by 0