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:
Jan. 16, 2024

Filed:

Apr. 13, 2021
Applicant:

Henan University of Technology, Zhengzhou, CN;

Inventors:

Liang Zhao, Zhengzhou, CN;

Chuan Zhou, Zhengzhou, CN;

Xiaoxia Feng, Zhengzhou, CN;

Jingjing Li, Zhengzhou, CN;

Yuanyuan Liu, Zhengzhou, CN;

Ranran Si, Zhengzhou, CN;

Zhifeng Xie, Zhengzhou, CN;

Yuankun Fu, Zhengzhou, CN;

Junwei Jin, Zhengzhou, CN;

Kunpeng Zhang, Zhengzhou, CN;

Lei Zhang, Zhengzhou, CN;

Shimeng Shi, Zhengzhou, CN;

Tianci Wang, Zhengzhou, CN;

Dongjiang Liu, Zhengzhou, CN;

Meng Li, Zhengzhou, CN;

Zhiyuan Shi, Zhengzhou, CN;

Assignee:
Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06T 5/00 (2006.01); G06T 5/50 (2006.01); G06N 3/088 (2023.01); G06T 3/60 (2006.01); G06N 3/043 (2023.01); G06N 3/045 (2023.01);
U.S. Cl.
CPC ...
G06T 5/50 (2013.01); G06N 3/043 (2023.01); G06N 3/045 (2023.01); G06N 3/088 (2013.01); G06T 3/60 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30041 (2013.01);
Abstract

A method for parallel processing of retinal images includes: optimizing an objective function with a chaotic supply-demand algorithm to enhance a real retinal image; synthesizing a virtual retinal image by a hybrid image generation method; establishing a parallel multi-layer decomposed interval type-2 intuitionistic fuzzy convolutional neural network model based on the virtual retinal image and the enhanced real retinal image; and integrating outputs from a plurality of parallel multi-layer decomposed interval type-2 intuitionistic fuzzy convolutional neural network models as a final classification result.


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Zhao, Liang. (2024). Method and device for parallel processing of retinal images (U.S. Patent No. 11875488). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11875488

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