Generative ai meets 3d: A survey on text-to-3d in aigc era
Generative AI has made significant progress in recent years, with text-guided content
generation being the most practical as it facilitates interaction between human instructions …
generation being the most practical as it facilitates interaction between human instructions …
Ragdiffusion: Faithful cloth generation via external knowledge assimilation
Standard clothing asset generation involves creating forward-facing flat-lay garment images
displayed on a clear background by extracting clothing information from diverse real-world …
displayed on a clear background by extracting clothing information from diverse real-world …
ChatGarment: Garment Estimation, Generation and Editing via Large Language Models
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 …
(VLMs) to automate the estimation, generation, and editing of 3D garments from images or …
ClotheDreamer: Text-Guided Garment Generation with 3D Gaussians
High-fidelity 3D garment synthesis from text is desirable yet challenging for digital avatar
creation. Recent diffusion-based approaches via Score Distillation Sampling (SDS) have …
creation. Recent diffusion-based approaches via Score Distillation Sampling (SDS) have …
Inverse Garment and Pattern Modeling with a Differentiable Simulator
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 …
people will significantly enhance the interpretability of captured geometry of real garments …
Dress-1-to-3: Single Image to Simulation-Ready 3D Outfit with Diffusion Prior and Differentiable Physics
Recent advances in large models have significantly advanced image-to-3D reconstruction.
However, the generated models are often fused into a single piece, limiting their applicability …
However, the generated models are often fused into a single piece, limiting their applicability …
BAG: Body-Aligned 3D Wearable Asset Generation
While recent advancements have shown remarkable progress in general 3D shape
generation models, the challenge of leveraging these approaches to automatically generate …
generation models, the challenge of leveraging these approaches to automatically generate …
SimAvatar: Simulation-Ready Avatars with Layered Hair and Clothing
We introduce SimAvatar, a framework designed to generate simulation-ready clothed 3D
human avatars from a text prompt. Current text-driven human avatar generation methods …
human avatars from a text prompt. Current text-driven human avatar generation methods …
Training-Free Consistency Pipeline for Fashion Repose
Recent advancements in diffusion models have significantly broadened the possibilities for
editing images of real-world objects. However, performing non-rigid transformations, such as …
editing images of real-world objects. However, performing non-rigid transformations, such as …
Multimodal Latent Diffusion Model for Complex Sewing Pattern Generation
Generating sewing patterns in garment design is receiving increasing attention due to its CG-
friendly and flexible-editing nature. Previous sewing pattern generation methods have been …
friendly and flexible-editing nature. Previous sewing pattern generation methods have been …