REAL-TIME PERFORMANCE CAPTURE WITH ON-THE-FLY CORRECTIVES

Patent №

US 9,317,954

Granted

2016-04-19

Filed 2013

Owner

LUCASFILM ENTERTAINMENT COMPANY LTD.

Lab

AI components

3

ml · vision · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14141348

Techniques for facial performance capture using an adaptive model are provided herein. For example, a computer-implemented method may include obtaining a three-dimensional scan of a subject and a generating customized digital model including a set of blendshapes using the three-dimensional scan, each of one or more blendshapes of the set of blendshapes representing at least a portion of a characteristic of the subject. The method may further include receiving input data of the subject, the input data including video data and depth data, tracking body deformations of the subject by fitting the input data using one or more of the blendshapes of the set, and fitting a refined linear model onto the input data using one or more adaptive principal component analysis shapes.

Machine learningVisionPlanningG06T 13/40G06F 18/2135G06T 7/251G06V 10/7715G06V 20/653G06V 40/175G06T 2207/10016G06T 2207/10028+2 more

AI classification

Vision1.00
Machine learning1.00
Planning0.83
AI hardware0.11
Knowledge representation0.01
Natural language0.01
Evolutionary computation0.00
Speech0.00

Ownership

LUCASFILM ENTERTAINMENT COMPANY LTD.

assignment · 318510231

Assignors

LI, HAO, YU, JIHUN, YE, YUTING, BREGLER, CHRISTOPH

On an employer assignment, the assignors are typically the inventors.

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