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:
Jan. 14, 2025
Filed:
Sep. 18, 2023
Applicant:
Outward, Inc., San Jose, CA (US);
Inventors:
Clarence Chui, Los Altos Hills, CA (US);
Manu Parmar, Sunnyvale, CA (US);
Assignee:
Outward, Inc., San Jose, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 5/70 (2024.01); G06F 18/21 (2023.01); G06F 18/214 (2023.01); G06N 20/00 (2019.01); G06T 7/40 (2017.01); G06T 7/60 (2017.01); G06T 15/06 (2011.01); G06T 19/20 (2011.01); G06V 10/774 (2022.01); G06V 10/776 (2022.01); G06V 20/10 (2022.01); G06V 20/64 (2022.01); G06N 3/045 (2023.01);
U.S. Cl.
CPC ...
G06T 5/70 (2024.01); G06F 18/214 (2023.01); G06F 18/217 (2023.01); G06N 20/00 (2019.01); G06T 7/40 (2013.01); G06T 7/60 (2013.01); G06T 15/06 (2013.01); G06T 19/20 (2013.01); G06V 10/774 (2022.01); G06V 10/776 (2022.01); G06V 20/10 (2022.01); G06V 20/64 (2022.01); G06N 3/045 (2023.01); G06T 2207/20081 (2013.01); G06T 2219/2024 (2013.01);
Abstract
A machine learning based image processing architecture and associated applications are disclosed herein. In some embodiments, a machine learning framework is trained to learn low level image attributes such as object/scene types, geometries, placements, materials and textures, camera characteristics, lighting characteristics, contrast, noise statistics, etc. Thereafter, the machine learning framework may be employed to detect such attributes in other images and process the images at the attribute level.