System and Method for Simulating Realistic Clothing
AssigneeBrown University
InventorsMichael J. BLACK, Peng GUAN
Life of this patent
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Abstract
A system generates a clothing deformation model which models one or more of a pose-dependent clothing shape variation which is induced by underlying body pose parameters, a pose-independent clothing shape variation which is induced by clothing size and underlying body shape parameters and a clothing shape variation including a combination of the pose-dependent clothing shape variation and/or the pose-independent clothing shape variation. The system generates, for an input human body, a custom-shaped garment associated with a clothing type by mapping, via the clothing deformation model, body shape parameters of the input human body to clothing shape parameters of the clothing type and dresses the input human body with the custom-shaped garment.
Claims20
A method comprising:
- generating, via a processor, a clothing deformation model for a clothing type, the clothing deformation model factoring:
- pose-dependent non-rigid deformations learned from a first training set comprising one or more human bodies wearing the clothing type in various poses;
- and
- pose-independent clothing shape variations learned from a second training set having human bodies with different shapes wearing the clothing type in a same pose;
- and
- dressing, via the processor, an input human body with a resulting clothing shape based on a combination of the pose-dependent non-rigid deformations and the pose-independent clothing shape variations.
A system comprising:
- a processor;
- and
- a computer-readable storage device storing instructions which, when executed by the processor, cause the processor to perform operations comprising:
- generating a clothing deformation model for a clothing type, the clothing deformation model factoring:
- pose-dependent non-rigid deformations learned from a first training set comprising one or more human bodies wearing the clothing type in various poses;
- and
- pose-independent clothing shape variations learned from a second training set having human bodies with different shapes wearing the clothing type in a same pose;
- and
- dressing an input human body with a resulting clothing shape based on a combination of the pose-dependent non-rigid deformations and the pose-independent clothing shape variations.
Dependencies are inferred from the claim text.