Designing Personalized Garments with Body Movement
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Abstract (arXiv)
The standardized sizes used in the garment industry do not cover the range of individual differences in body shape for most people, leading to ill-fitting clothes, high return rates and overproduction. Recent research efforts in both industry and academia therefore focus on virtual try-on and on-demand fabrication of individually fitting garments. We propose an interactive design tool for creating custom-fit garments based on 3D body scans of the intended wearer. Our method explicitly incorporates transitions between various body poses to ensure a better fit and freedom of movement. The core of our method focuses on tools to create a 3D garment shape directly on an avatar without an underlying sewing pattern, and on the adjustment of that garment's rest shape while interpolating and moving through the different input poses. We alternate between cloth simulation and rest shape adjustment based on stretch to achieve the final shape of the garment. At any step in the real-time process, we allow for interactive changes to the garment. Once the garment shape is finalized for production, established techniques can be used to parameterize it into a 2D sewing pattern or transform it into a knitting pattern.
Key facts. Cited by 5 papers in the map (data through 7 Oct 2026). First posted on arXiv 10 Feb 2021.
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Citing papers per year: 2023: 1; 2024: 1; 2025: 1; 2026: 2.
5 papers.
- 2023DiffAvatar: Simulation-Ready Garment Optimization with Differentiable Simulationcited by 40
- 2024Multimodal Latent Diffusion Model for Complex Sewing Pattern Generationcited by 12
- 2026Garment Particles: A 2D--3D Symmetric Garment Representation for Generation and Editingcited by 2
- 2025Shape-Guided Clothing Warping for Virtual Try-Oncited by 1
- 2026Stitched Embeddings: A Unified Latent Space for 3D Garments and 2D Patternscited by 0
- 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
- 2025Shape-Guided Clothing Warping for Virtual Try-On21 Apr 2025
- 2024Multimodal Latent Diffusion Model for Complex Sewing Pattern Generation19 Dec 2024
- 2023DiffAvatar: Simulation-Ready Garment Optimization with Differentiable Simulation20 Nov 2023