Diffavatar: Simulation-ready garment optimization with differentiable simulation

Y Li, H Chen, E Larionov… - Proceedings of the …, 2024 - openaccess.thecvf.com
The realism of digital avatars is crucial in enabling telepresence applications with self-
expression and customization. While physical simulations can produce realistic motions for …

Dresscode: Autoregressively sewing and generating garments from text guidance

K He, K Yao, Q Zhang, J Yu, L Liu, L Xu - ACM Transactions on Graphics …, 2024 - dl.acm.org
Apparel's significant role in human appearance underscores the importance of garment
digitalization for digital human creation. Recent advances in 3D content creation are pivotal …

GarmentCodeData: A dataset of 3D made-to-measure garments with sewing patterns

M Korosteleva, TL Kesdogan, F Kemper… - … on Computer Vision, 2024 - Springer
Recent research interest in learning-based processing of garments, from virtual fitting to
generation and reconstruction, stumbles on a scarcity of high-quality public data in the …

Automatic Digital Garment Initialization from Sewing Patterns

C Liu, W Xu, Y Yang, H Wang - ACM Transactions on Graphics (TOG), 2024 - dl.acm.org
The rapid advancement of digital fashion and generative AI technology calls for an
automated approach to transform digital sewing patterns into well-fitted garments on human …

A Review on the Influence of Deep Learning and Generative AI in the Fashion Industry

A Imtiaz, N Pathirana, S Saheel… - Journal of Future …, 2024 - faith.futuretechsci.org
Incorporating deep learning models has marked a significant advancement in integrating
trends and technology within the fashion industry. These models are extensively applied in …

FabricDiffusion: High-Fidelity Texture Transfer for 3D Garments Generation from In-The-Wild Images

C Zhang, Y Wang, F Vicente, C Wu, J Yang… - SIGGRAPH Asia 2024 …, 2024 - dl.acm.org
We introduce FabricDiffusion, a method for transferring fabric textures from a single clothing
image to 3D garments of arbitrary shapes. Existing approaches typically synthesize textures …

Garment3DGen: 3D Garment Stylization and Texture Generation

N Sarafianos, T Stuyck, X **ang, Y Li, J Popovic… - arxiv preprint arxiv …, 2024 - arxiv.org
We introduce Garment3DGen a new method to synthesize 3D garment assets from a base
mesh given a single input image as guidance. Our proposed approach allows users to …

Inverse Garment and Pattern Modeling with a Differentiable Simulator

B Yu, F Cordier, H Seo - Computer Graphics Forum, 2024 - Wiley Online Library
The capability to generate simulation‐ready garment models from 3D shapes of clothed
people will significantly enhance the interpretability of captured geometry of real garments …

ChatGarment: Garment Estimation, Generation and Editing via Large Language Models

S Bian, C Xu, Y **u, A Grigorev, Z Liu, C Lu… - arxiv preprint arxiv …, 2024 - arxiv.org
We introduce ChatGarment, a novel approach that leverages large vision-language models
(VLMs) to automate the estimation, generation, and editing of 3D garments from images or …

AIpparel: A Large Multimodal Generative Model for Digital Garments

K Nakayama, J Ackermann, TL Kesdogan… - arxiv preprint arxiv …, 2024 - arxiv.org
Apparel is essential to human life, offering protection, mirroring cultural identities, and
showcasing personal style. Yet, the creation of garments remains a time-consuming …