System and method for simulating realistic clothing
AssigneeBrown University
InventorsMichael J. BLACK, Peng GUAN
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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.
Claims19
A method comprising:
- generating, via a processor, a clothing deformation model which models one or more of:
- a pose-dependent clothing shape variation which is induced by underlying body pose parameters, wherein a pose-dependent clothing deformation model comprises a learned model based on a pose training set having one or more human bodies wearing clothing in various poses;
- a pose-independent clothing shape variation which is induced by clothing size and underlying body shape parameters, wherein a pose-independent clothing deformation model comprises a learned model based on a shape training set having human bodies with different shapes wearing clothing in a similar pose or a same pose to each other;
- and
- a clothing shape variation comprising a combination of the pose-dependent clothing shape variation and the pose-independent clothing shape variation;
- and
- generating, via the processor, 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
- automatically, via the processor, dressing the input human body with the custom-shaped garment.
A system comprising:
- a processor;
- and
- a computer-readable storage medium having stored therein instructions which, when executed by the processor, cause the processor to perform operations comprising:
- generating a clothing deformation model which models one or more of:
- a pose-dependent clothing shape variation which is induced by underlying body pose parameters, wherein a pose-dependent clothing deformation model comprises a learned model based on a pose training set having one or more human bodies wearing clothing in various poses;
- a pose-independent clothing shape variation which is induced by clothing size and underlying body shape parameters, wherein a pose-independent clothing deformation model comprises a learned model based on a shape training set having human bodies with different shapes wearing clothing in a similar pose or a same pose to each other;
- and
- a clothing shape variation comprising a combination of the pose-dependent clothing shape variation and the pose-independent clothing shape variation;
- generating, 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
- automatically dressing the input human body with the custom-shaped garment.
A non-transitory computer-readable storage medium having stored therein instructions which, when executed by a processor, cause the processor to perform operations comprising:
- generating a clothing deformation model which models one or more of:
- a pose-dependent clothing shape variation which is induced by underlying body pose parameters, wherein a pose-dependent clothing deformation model comprises a learned model based on a pose training set having one or more human bodies wearing clothing in various poses;
- a pose-independent clothing shape variation which is induced by clothing size and underlying body shape parameters, wherein a pose-independent clothing deformation model comprises a learned model based on a shape training set having human bodies with different shapes wearing clothing in a similar pose or a same pose to each other;
- and
- a clothing shape variation comprising a combination of the pose-dependent clothing shape variation and the pose-independent clothing shape variation;
- generating, 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
- automatically dressing the input human body with the custom-shaped garment.
Dependencies are inferred from the claim text.