The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Nov. 26, 2024

Filed:

Apr. 25, 2023
Applicant:

Magic Leap, Inc., Plantation, FL (US);

Inventor:

Geoffrey Wedig, Torrance, CA (US);

Assignee:

MAGIC LEAP, INC., Plantation, FL (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/73 (2017.01); G06N 3/048 (2023.01); G06N 3/09 (2023.01); G06T 13/40 (2011.01);
U.S. Cl.
CPC ...
G06T 7/75 (2017.01); G06T 13/40 (2013.01); G06N 3/048 (2023.01); G06N 3/09 (2023.01); G06T 2207/20084 (2013.01);
Abstract

Systems and methods are provided for interpolation of disparate inputs. A radial basis function neural network (RBFNN) may be used to interpolate the pose of a digital character. Input parameters to the RBFNN may be separated by data type (e.g. angular vs. linear) and manipulated within the RBFNN by distance functions specific to the data type (e.g. use an angular distance function for the angular input data). A weight may be applied to each distance to compensate for input data representing different variables (e.g. clavicle vs. shoulder). The output parameters of the RBFNN may be a set of independent values, which may be combined into combination values (e.g. representing x, y, z, w angular value in SO(3) space).


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