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:
Dec. 24, 2024

Filed:

Mar. 28, 2022
Applicant:

Promedius Inc., Seoul, KR;

Inventor:

Geon Yeong Park, Seoul, KR;

Assignee:

PROMEDIUS INC., Seoul, KR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/00 (2019.01); G06N 3/045 (2023.01); G06T 7/00 (2017.01); G06V 10/774 (2022.01); G06V 10/82 (2022.01);
U.S. Cl.
CPC ...
G06V 10/7747 (2022.01); G06N 3/045 (2023.01); G06T 7/0012 (2013.01); G06V 10/82 (2022.01); G06T 2207/10081 (2013.01);
Abstract

The present disclosure relates to image learning method, apparatus, program, and recording medium using a generative adversarial network. The present disclosure allows to learn various images as well as medical radiographic images to maintain structural information on the basis of a generative adversarial network. The present disclosure prevents the structural information of the generated image with respect to an original image from being lost, and improves image qualities, such as resolution, noise degree, contrast, etc. to the level of a target reference dataset. When the present disclosure is used for image standardization, medical radiographic images imaged by different institutions and any number of image datasets having various qualities can be standardized universally.


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