Patents by Inventor Dongjiang LIU

Dongjiang LIU has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Method and device for parallel processing of retinal images
    Patent number: 11875488
    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.
    Type: Grant
    Filed: April 13, 2021
    Date of Patent: January 16, 2024
    Assignee: HENAN UNIVERSITY OF TECHNOLOGY
    Inventors: Liang Zhao, Chuan Zhou, Xiaoxia Feng, Jingjing Li, Yuanyuan Liu, Ranran Si, Zhifeng Xie, Yuankun Fu, Junwei Jin, Kunpeng Zhang, Lei Zhang, Shimeng Shi, Tianci Wang, Dongjiang Liu, Meng Li, Zhiyuan Shi
  • METHOD AND DEVICE FOR PARALLEL PROCESSING OF RETINAL IMAGES
    Publication number: 20220012859
    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.
    Type: Application
    Filed: April 13, 2021
    Publication date: January 13, 2022
    Inventors: Liang ZHAO, Chuan ZHOU, Xiaoxia FENG, Jingjing LI, Yuanyuan LIU, Ranran SI, Zhifeng XIE, Yuankun FU, Junwei JIN, Kunpeng ZHANG, Lei ZHANG, Shimeng SHI, Tianci WANG, Dongjiang LIU, Meng LI, Zhiyuan SHI