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:
Nov. 24, 2020

Filed:

Nov. 29, 2018
Applicant:

Adobe Inc., San Jose, CA (US);

Inventors:

Jianming Zhang, Campbell, CA (US);

Zhe Lin, Fremont, CA (US);

Xiaohui Shen, San Jose, CA (US);

Oliver Wang, Seattle, WA (US);

Lijun Wang, Dalian, CN;

Assignee:

Adobe Inc., San Jose, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/46 (2006.01); G06T 1/20 (2006.01); G06T 3/40 (2006.01); G06T 7/11 (2017.01); G06T 7/194 (2017.01); G06T 7/50 (2017.01);
U.S. Cl.
CPC ...
G06T 7/50 (2017.01); G06K 9/46 (2013.01); G06T 3/4007 (2013.01); G06T 7/194 (2017.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01);
Abstract

Joint training technique for depth map generation implemented by depth prediction system as part of a computing device is described. The depth prediction system is configured to generate a candidate feature map from features extracted from training digital images, generate a candidate segmentation map and a candidate depth map from the generated candidate feature map, and jointly train portions of the depth prediction system using a loss function. Consequently, depth prediction system is able to generate a depth map that identifies depths of objects using ordinal depth information and accurately delineates object boundaries within a single digital image.


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Zhang, Jianming. (2020). Joint training technique for depth map generation (U.S. Patent No. 10846870). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/10846870

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