Patent · US Active

Method and device for parallel processing of retinal images

US11875488B2 · kind B2 · utility

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0References

4Claims

0Family size

Assignee

HENAN UNIVERSITY OF TECHNOLOGY · CN

Inventors

Liang Zhao · Dalian, CN
Chuan Zhou · Beijing, CN
Xiaoxia FENG · Zhengzhou, CN
Jingjing Li · Palo Alto, US
Yuanyuan Liu · Shanghai, CN
Ranran Si · Zhengzhou, CN
Zhifeng Xie · Shanghai, CN
Yuankun Fu · Zhengzhou, CN
Junwei Jin · Hangzhou City, CN
Kunpeng Zhang · Beijing, CN
Lei Zhang · Beijing, CN
Shimeng Shi · Zhengzhou, CN
Tianci Wang · Jilin, CN
Dongjiang Liu · Zhengzhou, CN
Meng Li · 安丰镇, CN
Zhiyuan Shi · London, GB

Key dates

Filing date	Apr 13, 2021
Grant date	Jan 16, 2024
Priority date	—
Expiry date	Feb 26, 2042

Classification

Technology area (CPC Y)Emerging Cross-Sectional Technologies
CPC primaryY02T10/40
WIPO fieldComputer technology
WIPO sectorElectrical engineering

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.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.