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. 05, 2024

Filed:

Nov. 16, 2021
Applicant:

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

Inventors:

Jason Kuen, Santa Clara, CA (US);

Jiuxiang Gu, Baltimore, MD (US);

Zhe Lin, Clyde Hill, WA (US);

Assignee:

ADOBE INC., San Jose, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 3/4046 (2024.01); G06N 3/045 (2023.01); G06N 3/08 (2023.01); G06V 10/75 (2022.01);
U.S. Cl.
CPC ...
G06T 3/4046 (2013.01); G06N 3/045 (2023.01); G06N 3/08 (2013.01); G06V 10/751 (2022.01);
Abstract

Systems and methods for image processing are described. The systems and methods include receiving a low-resolution image; generating a feature map based on the low-resolution image using an encoder of a student network, wherein the encoder of the student network is trained based on comparing a predicted feature map from the encoder of the student network and a fused feature map from a teacher network, and wherein the fused feature map represents a combination of first feature map from a high-resolution encoder of the teacher network and a second feature map from a low-resolution encoder of the teacher network; and decoding the feature map to obtain prediction information for the low-resolution image.


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