Parameterized model of 2D articulated human shape

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United States of America Patent

PATENT NO 9761060
SERIAL NO

15342225

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Abstract

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Disclosed are computer-readable devices, systems and methods for generating a model of a clothed body. The method includes generating a model of an unclothed human body, the model capturing a shape or a pose of the unclothed human body, determining two-dimensional contours associated with the model, and computing deformations by aligning a contour of a clothed human body with a contour of the unclothed human body. Based on the two-dimensional contours and the deformations, the method includes generating a first two-dimensional model of the unclothed human body, the first two-dimensional model factoring the deformations of the unclothed human body into one or more of a shape variation component, a viewpoint change, and a pose variation and learning an eigen-clothing model using principal component analysis applied to the deformations, wherein the eigen-clothing model classifies different types of clothing, to yield a second two-dimensional model of a clothed human body.

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Patent Owner(s)

  • BROWN UNIVERSITY

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Black, Michael J Tuebingen, DE 40 2769
Freifeld, Oren Menlo Park, US 7 75
Guan, Peng Mountain View, US 107 435
Loper, Matthew M Tuebingen, DE 13 954
Weiss, Alexander W Shirley, US 11 664

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