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:
Apr. 13, 2021

Filed:

Nov. 14, 2018
Applicant:

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

Inventors:

Andrew Rabinovich, San Francisco, CA (US);

Daniel DeTone, San Francisco, CA (US);

Tomasz Jan Malisiewicz, Mountain View, CA (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2006.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01); G06T 7/00 (2017.01); G06K 9/46 (2006.01); G06K 9/62 (2006.01);
U.S. Cl.
CPC ...
G06N 3/082 (2013.01); G06K 9/00664 (2013.01); G06K 9/4628 (2013.01); G06K 9/4671 (2013.01); G06K 9/6274 (2013.01); G06N 3/0454 (2013.01); G06N 3/0481 (2013.01); G06T 7/97 (2017.01);
Abstract

Systems, devices, and methods for training a neural network and performing image interest point detection and description using the neural network. The neural network may include an interest point detector subnetwork and a descriptor subnetwork. An optical device may include at least one camera for capturing a first image and a second image. A first set of interest points and a first descriptor may be calculated using the neural network based on the first image, and a second set of interest points and a second descriptor may be calculated using the neural network based on the second image. A homography between the first image and the second image may be determined based on the first and second sets of interest points and the first and second descriptors. The optical device may adjust virtual image light being projected onto an eyepiece based on the homography.


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