COMPUTER-IMPLEMENTED METHOD, SYSTEM AND COMPUTER PROGRAM PRODUCT FOR SIMULATING THE BEHAVIOUR OF A HAND THAT INTERACTS WITH OBJECTS IN A VIRTUAL ENVIRONMENT

Patent №

US 11,093,037

Granted

2021-08-17

Filed 2020

Owner

UNIVERSIDAD REY JUAN CARLOS

Lab

AI components

2

ml · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16971521

A computer-implemented method for simulating the behavior of a hand interacting with objects in a virtual environment is provided, having acquiring a skeleton of a tracked hand using a hand-tracking device; computing a simulated hand interacting with objects in a virtual environment; establishing a coupling between the skeleton of a simulated hand and the tracked skeleton using coupling energies (Ucrb); establishing an internal energy of the simulated hand that accounts for joint constraints of the skeleton, skeleton-tissue coupling, and nonlinear soft-tissue deformation; establishing frictional contact between the simulated hand and virtual objects using a penalty energy considering relative interpenetration at contact points and a frictional energy considering the deviation between each contact point and its corresponding sliding anchor point; computing an updated skeleton and tissue of the simulated hand by minimizing the total energy involved.

Machine learningAI hardwareG06F 3/011G06F 3/014G02B 27/0172G06F 3/00G06F 3/016G06F 3/017G06F 3/04815G06F 17/00+3 more

AI classification

AI hardware0.96
Machine learning0.76
Planning0.15
Evolutionary computation0.02
Vision0.00
Natural language0.00
Speech0.00
Knowledge representation0.00

Ownership

UNIVERSIDAD REY JUAN CARLOS

assignment · 535530325

Assignors

VERSCHOOR, MICKEAL, OTADUY TRISTRAN, MIGUEL ANGEL, LOBO CUENCA, DANIEL

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

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