3D Garment

3D garment modeling focuses on creating realistic, digitally-manipulable representations of clothing for applications like virtual try-ons, animation, and e-commerce. Current research emphasizes accurate texture transfer and generation using techniques like diffusion models and Gaussian splatting, often coupled with graph neural networks or transformers for handling complex garment dynamics and deformations. These advancements are improving the realism and efficiency of 3D garment creation, impacting fields ranging from fashion design and virtual reality to robotics and computer vision.