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:
Nov. 10, 2020
Filed:
Aug. 30, 2019
Applicant:
Samsung Electronics Co., Ltd., Gyeonggi-do, KR;
Inventors:
Valery Valerievich Anisimovskiy, Moscow, RU;
Andrey Yurievich Shcherbinin, Moscow, RU;
Sergey Alexandrovich Turko, Moscow, RU;
Assignee:
Samsung Electronics Co., Ltd, , KR;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/80 (2017.01); G06T 3/00 (2006.01); H04N 13/271 (2018.01); G06T 7/593 (2017.01); G06T 3/40 (2006.01); H04N 13/00 (2018.01);
U.S. Cl.
CPC ...
G06T 7/593 (2017.01); G06T 3/0006 (2013.01); G06T 3/4007 (2013.01); G06T 7/80 (2017.01); H04N 13/271 (2018.05); G06T 2207/10012 (2013.01); G06T 2207/20016 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); H04N 2013/0081 (2013.01);
Abstract
A method for training a convolutional neural network to reconstruct an image. The method includes forming a common loss function basing on the left and right images (I, I), reconstructed left and right images (I', I′), disparity maps (d, d), reconstructed disparity maps (d′, d′) for the left and right images (I, I) and the auxiliary images (I″, I″) and training the neural network based on the formed loss function.