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.
Patent No.:
Date of Patent:
Jul. 12, 2022
Filed:
Oct. 05, 2020
Applicant:
Intel Corporation, Santa Clara, CA (US);
Inventors:
Aleksandar Sutic, Santa Clara, CA (US);
Zoran Zivkovic, Hertogenbosch, NL;
Gilad Michael, Sunnyvale, CA (US);
Assignee:
Intel Corporation, Santa Clara, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2022.01); G06N 5/04 (2006.01); G06T 1/00 (2006.01); G06T 5/00 (2006.01); G06N 3/04 (2006.01); G06V 30/194 (2022.01);
U.S. Cl.
CPC ...
G06K 9/6256 (2013.01); G06K 9/6274 (2013.01); G06K 9/6292 (2013.01); G06N 3/0454 (2013.01); G06N 5/046 (2013.01); G06T 1/0014 (2013.01); G06T 5/00 (2013.01); G06V 30/194 (2022.01); G06T 2207/20081 (2013.01);
Abstract
In an example method for training image signal processors, a reconstructed image is generated via an image signal processor based on a sensor image. An intermediate loss function is generated based on a comparison of an output of one or more corresponding layers of a computer vision network and a copy of the computer vision network. The output of the computer vision network is based on the reconstructed image. An image signal processor is trained based on the intermediate loss function.