4 papers
Learning-based Seam Correspondence Reconstruction in Sewing Patterns
Zhendong Wang, Jintong Wang, Chen Liu +3
Digital sewing patterns typically consist of disjoint 2D panels without explicit stitch annotations, making downstream 3D modeling reliant on labor-intensive expert specification.…
GarmageNet: A Multimodal Generative Framework for Sewing Pattern Design and Generic Garment Modeling
Siran Li, Ruiyang Liu, Chen Liu +5
Realistic digital garment modeling remains a labor-intensive task due to the intricate process of translating 2D sewing patterns into high-fidelity, simulation-ready 3D garments. W…
One-shot Embroidery Customization via Contrastive LoRA Modulation
Jun Ma, Qian He, Gaofeng He +4
Diffusion models have significantly advanced image manipulation techniques, and their ability to generate photorealistic images is beginning to transform retail workflows, particul…
Design2GarmentCode: Turning Design Concepts to Tangible Garments Through Program Synthesis
Feng Zhou, Ruiyang Liu, Chen Liu +4
Sewing patterns, the essential blueprints for fabric cutting and tailoring, act as a crucial bridge between design concepts and producible garments. However, existing uni-modal sew…