METHOD FOR TEMPORAL STABILIZATION OF LANDMARK LOCALIZATION

Patent №

US 11,640,676

Granted

2023-05-02

Filed 2020

Owner

THE WALT DISNEY COMPANY (SWITZERLAND)

+1 more

Lab

AI components

4

ml · vision · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17000755

Various embodiments set forth systems and techniques for training a landmark model. The techniques include determining, using the landmark model, a first landmark in a set of first landmarks associated with a first image; performing, on the first image, a first perturbation to obtain a second image; determining, using the landmark model, a second landmark in a set of second landmarks associated with the second image; determining, based on a first distance between the first landmark and the second landmark, a first loss function; and updating, based on the first loss function, a first parameter of the landmark model.

Machine learningVisionKnowledge representationAI hardwareG06T 7/248G06T 7/73G06F 18/217G06N 3/0442G06N 3/0455G06N 3/0464G06N 3/0475G06N 3/0895+16 more

AI classification

Vision1.00
AI hardware1.00
Machine learning1.00
Knowledge representation0.87
Planning0.06
Evolutionary computation0.03
Natural language0.03
Speech0.00

Ownership

THE WALT DISNEY COMPANY (SWITZERLAND)

assignment · 535760785

DISNEY ENTERPRISES, INC.

assignment · 535990135

Assignors

NARUNIEC, JACEK KRYSZTOF, SCHROERS, CHRISTOPHER RICHARD, WEBER, ROMANN MATTHEW

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

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