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:
Aug. 20, 2024

Filed:

Oct. 06, 2021
Applicant:

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

Inventors:

Zhe Lin, Clyde Hill, WA (US);

Simon Su Chen, San Jose, CA (US);

Jason Wen-youg Kuen, Santa Clara, CA (US);

Bo Sun, Lyndhurst, NJ (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2022.01); G06N 3/08 (2023.01); G06T 7/11 (2017.01); G06T 7/194 (2017.01);
U.S. Cl.
CPC ...
G06T 7/194 (2017.01); G06N 3/08 (2013.01); G06T 7/11 (2017.01);
Abstract

Various disclosed embodiments are directed to refining or correcting individual semantic segmentation/instance segmentation masks that have already been produced by baseline models in order to generate a final coherent panoptic segmentation map. Specifically, a refinement model, such as an encoder-decoder-based neural network, generates or predicts various data objects, such as foreground masks, bounding box offset maps, center maps, center offset maps, and coordinate convolution. This, among other functionality described herein, improves the inaccuracies and computing resource consumption of existing technologies.


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