Computational Pattern Making from 3D Garment Models
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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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Citing papers per year: 2023: 3; 2024: 7; 2025: 5; 2026: 7.
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- 2024DressCode: Autoregressively Sewing and Generating Garments from Text Guidancecited by 43
- 2023DiffAvatar: Simulation-Ready Garment Optimization with Differentiable Simulationcited by 40
- 2023Garment Recovery with Shape and Deformation Priorscited by 23
- 2024Design2GarmentCode: Turning Design Concepts to Tangible Garments Through Program Synthesiscited by 17
- 2024WordRobe: Text-Guided Generation of Textured 3D Garmentscited by 13
- 2024Multimodal Latent Diffusion Model for Complex Sewing Pattern Generationcited by 12
- 2025Single View Garment Reconstruction Using Diffusion Mapping Via Pattern Coordinatescited by 12
- 2024Reconstruction of Manipulated Garment with Guided Deformation Priorcited by 8
- 2023PersonalTailor: Personalizing 2D Pattern Design from 3D Garment Point Cloudscited by 4
- 2025GarmentX: Autoregressive Parametric Representations for High-Fidelity 3D Garment Generationcited by 3
- 2026Garment Particles: A 2D--3D Symmetric Garment Representation for Generation and Editingcited by 2
- 2025From Air to Wear: Personalized 3D Digital Fashion with AR/VR Immersive 3D Sketchingcited by 1
10 more
- 2025Free-Boundary Quasiconformal Maps via a Least-squares Operator in Diffeomorphism Optimizationcited by 1
- 2026Learning Sewing Patterns via Latent Flow Matching of Implicit Fieldscited by 1
- 2026NGL: Natural Garment Language for Training-Free Sewing Pattern Estimationcited by 1
- 2026Learning-based Seam Correspondence Reconstruction in Sewing Patternscited by 1
- 2024Garment Animation NeRF with Color Editingcited by 0
- 2024AIpparel: A Multimodal Foundation Model for Digital Garmentscited by 0
- 2025Learning High-Fidelity Cloth Animation via Skinning-Free Image Transfercited by 0
- 2026Spatio-Temporal Garment Reconstruction Using Diffusion Mapping via Pattern Coordinatescited by 0
- 2026Stitched Embeddings: A Unified Latent Space for 3D Garments and 2D Patternscited by 0
- 2026GarmentWeaver: Schema-Aware Structured Synthesis for Multimodal Sewing Patternscited by 0
- 2026GarmentWeaver: Schema-Aware Structured Synthesis for Multimodal Sewing Patterns31 Aug 2026
- 2026Learning-based Seam Correspondence Reconstruction in Sewing Patterns23 Jul 2026
- 2026Stitched Embeddings: A Unified Latent Space for 3D Garments and 2D Patterns1 Jul 2026
- 2026Garment Particles: A 2D--3D Symmetric Garment Representation for Generation and Editing25 May 2026
- 2026Spatio-Temporal Garment Reconstruction Using Diffusion Mapping via Pattern Coordinates27 Feb 2026
- 2026NGL: Natural Garment Language for Training-Free Sewing Pattern Estimation24 Feb 2026
- 2026Learning Sewing Patterns via Latent Flow Matching of Implicit Fields25 Jan 2026
- 2025Learning High-Fidelity Cloth Animation via Skinning-Free Image Transfer5 Dec 2025
- 2025Free-Boundary Quasiconformal Maps via a Least-squares Operator in Diffeomorphism Optimization12 Nov 2025
- 2025From Air to Wear: Personalized 3D Digital Fashion with AR/VR Immersive 3D Sketching15 May 2025
- 2025GarmentX: Autoregressive Parametric Representations for High-Fidelity 3D Garment Generation29 Apr 2025
- 2025Single View Garment Reconstruction Using Diffusion Mapping Via Pattern Coordinates11 Apr 2025
10 more
- 2024Multimodal Latent Diffusion Model for Complex Sewing Pattern Generation19 Dec 2024
- 2024Design2GarmentCode: Turning Design Concepts to Tangible Garments Through Program Synthesis11 Dec 2024
- 2024AIpparel: A Multimodal Foundation Model for Digital Garments5 Dec 2024
- 2024Garment Animation NeRF with Color Editing29 Jul 2024
- 2024Reconstruction of Manipulated Garment with Guided Deformation Prior17 May 2024
- 2024WordRobe: Text-Guided Generation of Textured 3D Garments26 Mar 2024
- 2024DressCode: Autoregressively Sewing and Generating Garments from Text Guidance29 Jan 2024
- 2023DiffAvatar: Simulation-Ready Garment Optimization with Differentiable Simulation20 Nov 2023
- 2023Garment Recovery with Shape and Deformation Priors17 Nov 2023
- 2023PersonalTailor: Personalizing 2D Pattern Design from 3D Garment Point Clouds17 Mar 2023
- 2024DressCode: Autoregressively Sewing and Generating Garments from Text Guidancecited by 43
- 2023DiffAvatar: Simulation-Ready Garment Optimization with Differentiable Simulationcited by 40
- 2023Garment Recovery with Shape and Deformation Priorscited by 23
- 2024Design2GarmentCode: Turning Design Concepts to Tangible Garments Through Program Synthesiscited by 17
- 2024WordRobe: Text-Guided Generation of Textured 3D Garmentscited by 13
- 2025Single View Garment Reconstruction Using Diffusion Mapping Via Pattern Coordinatescited by 12
- 2024Reconstruction of Manipulated Garment with Guided Deformation Priorcited by 8
- 2023PersonalTailor: Personalizing 2D Pattern Design from 3D Garment Point Cloudscited by 4
- 2025GarmentX: Autoregressive Parametric Representations for High-Fidelity 3D Garment Generationcited by 3
- 2026Garment Particles: A 2D--3D Symmetric Garment Representation for Generation and Editingcited by 2
- 2025From Air to Wear: Personalized 3D Digital Fashion with AR/VR Immersive 3D Sketchingcited by 1
- 2025Free-Boundary Quasiconformal Maps via a Least-squares Operator in Diffeomorphism Optimizationcited by 1
12 most cited of 20 All 20 (JSON)
- 2026GarmentWeaver: Schema-Aware Structured Synthesis for Multimodal Sewing Patterns31 Aug 2026
- 2026Learning-based Seam Correspondence Reconstruction in Sewing Patterns23 Jul 2026
- 2026Stitched Embeddings: A Unified Latent Space for 3D Garments and 2D Patterns1 Jul 2026
- 2026Garment Particles: A 2D--3D Symmetric Garment Representation for Generation and Editing25 May 2026
- 2026Spatio-Temporal Garment Reconstruction Using Diffusion Mapping via Pattern Coordinates27 Feb 2026
- 2026NGL: Natural Garment Language for Training-Free Sewing Pattern Estimation24 Feb 2026
- 2025Learning High-Fidelity Cloth Animation via Skinning-Free Image Transfer5 Dec 2025
- 2025Free-Boundary Quasiconformal Maps via a Least-squares Operator in Diffeomorphism Optimization12 Nov 2025
- 2025From Air to Wear: Personalized 3D Digital Fashion with AR/VR Immersive 3D Sketching15 May 2025
- 2025GarmentX: Autoregressive Parametric Representations for High-Fidelity 3D Garment Generation29 Apr 2025
- 2025Single View Garment Reconstruction Using Diffusion Mapping Via Pattern Coordinates11 Apr 2025
- 2024Design2GarmentCode: Turning Design Concepts to Tangible Garments Through Program Synthesis11 Dec 2024
12 newest of 20 All 20 (JSON)