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. 09, 2024
Filed:
Jan. 28, 2022
Applicant:
Samsung Electronics Co., Ltd., Suwon-si, KR;
Inventors:
Pavan Chennagiri, Austin, TX (US);
John Seokjun Lee, Allen, TX (US);
Hamid R. Sheikh, Allen, TX (US);
Assignee:
Samsung Electronics Co., Ltd., Suwon-si, KR;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 11/00 (2006.01); G06T 19/20 (2011.01); G06T 7/90 (2017.01); G06T 5/00 (2006.01); G06N 20/00 (2019.01); G06T 17/00 (2006.01);
U.S. Cl.
CPC ...
G06T 11/001 (2013.01); G06N 20/00 (2019.01); G06T 5/002 (2013.01); G06T 7/90 (2017.01); G06T 17/00 (2013.01); G06T 19/20 (2013.01); G06T 2207/10012 (2013.01); G06T 2207/10024 (2013.01); G06T 2207/20081 (2013.01); G06T 2219/2012 (2013.01);
Abstract
An apparatus includes at least one memory configured to store an AI network and at least one processor. The at least one processor is configured to generate a dead leaves model. The at least one processor is also configured to capture a ground truth frame from the dead leaves. The at least one processor is further configured to apply a mathematical noise model to the ground truth frame to produce a noisy frame. In addition, the at least one processor is configured to train the AI network using the ground truth frame and the noisy frame.