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:
Apr. 02, 2024

Filed:

Aug. 18, 2021
Applicant:

National Chengchi University, Taipei, TW;

Inventors:

Yan-Tsung Peng, Taipei, TW;

Sha-Wo Huang, Taipei, TW;

Ming-Hao Lin, Taipei, TW;

Chin-Hsien Wu, Taipei, TW;

Chun-Lin Tang, Taipei, TW;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 5/00 (2006.01); G06N 3/045 (2023.01); G06T 5/20 (2006.01);
U.S. Cl.
CPC ...
G06T 5/002 (2013.01); G06N 3/045 (2023.01); G06T 5/20 (2013.01);
Abstract

An image quality improvement method and an image processing apparatus using the same are provided. Denoising filtering is performed to an original image by a filter to obtain a preliminary processing image. The preliminary processing image is input to a multi-stage convolutional network model to generate an optimization image through the multi-stage convolutional network model. The multi-stage convolutional network model includes multiple convolutional network sub-models, and these convolutional network sub-models respectively correspond to different network architectures.


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