Real-Time Garment Deformations for Virtual Try-On
Here is a complex new model for realistic digital clothes.
Have a look at a study that explores a new generative model for 3D garment deformations. The paper discusses a data-driven method for virtual try-on that allows generating realistic garment-body collisions.
"In contrast to existing methods that require an undesirable postprocessing step to fix garment-body interpenetrations at test time, our approach directly outputs 3D garment configurations that do not collide with the underlying body," wrote the team. "Key to our success is a new canonical space for garments that removes pose-and-shape deformations already captured by a new diffused human body model, which extrapolates body surface properties such as skinning weights and blendshapes to any 3D point."
The research team trained a generative model with a novel self-supervised collision term that knows how to deal with garment-body interpenetrations. They think that their model is "the first to successfully address garment-body contact in unseen body shapes and motions, without compromising realism and detail."
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