METHODS AND APPARATUS FOR MODELING DEFORMATIONS OF AN OBJECT

Patent №

US 10,354,397

Granted

2019-07-16

Filed 2016

Owner

MASSACHUSETTS INSTITUTE OF TECHNOLOGY

AI components

2

ml · vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15068357

Embodiments can be used to synthesize physically plausible animations of target objects responding to new, previously unseen forces. Knowledge of scene geometry or target material properties is not required, and a basis set for creating realistic synthesized motions can be developed using only input video of the target object. Embodiments can enable new animation and video production techniques.

Machine learningVisionG06T 7/251G06T 13/80G06T 2200/04G06T 2207/10016G06T 2210/44

AI classification

Vision1.00
Machine learning0.59
Knowledge representation0.15
AI hardware0.10
Natural language0.03
Speech0.03
Evolutionary computation0.03
Planning0.00

Ownership

MASSACHUSETTS INSTITUTE OF TECHNOLOGY

assignment · 410640046

Assignors

DAVIS, MYERS ABRAHAM, DURAND, FREDERIC, CHEN, JUSTIN G.

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

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