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:
Jun. 17, 2025

Filed:

Mar. 14, 2022
Applicant:

Canon Kabushiki Kaisha, Tokyo, JP;

Inventors:

Atsushi Takahama, Kanagawa, JP;

Toru Kokura, Kanagawa, JP;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 3/4046 (2024.01); G06N 3/08 (2023.01); G06T 3/4015 (2024.01); G06T 3/4038 (2024.01); G06T 7/00 (2017.01);
U.S. Cl.
CPC ...
G06T 3/4046 (2013.01); G06N 3/08 (2013.01); G06T 3/4015 (2013.01); G06T 3/4038 (2013.01); G06T 7/0002 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30168 (2013.01);
Abstract

An image processing apparatus includes an acquisition unit configured to acquire training image data, an extraction unit configured to learn the training image data and extract first difficult image data that is difficult to learn from a result of the learning, a generation unit configured to generate student image data by mosaicking the first difficult image data, and a training unit configured to generate a network parameter obtained by re-learning a pair of the first difficult image data and the student image data. The training unit repeats the re-learning by generating a plurality of times second difficult image data different from the first difficult image data.


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