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:
Aug. 22, 2023

Filed:

Apr. 26, 2021
Applicant:

Sichuan University, Chengdu, CN;

Inventors:

Jiancheng Lv, Chengdu, CN;

Youcheng Huang, Chengdu, CN;

Mao Li, Chengdu, CN;

Chenwei Tang, Chengdu, CN;

Quanhui Liu, Chengdu, CN;

Assignee:

Sichuan University, Chengdu, CN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 18/2132 (2023.01); G06V 10/44 (2022.01); G06N 3/08 (2023.01); G06F 18/214 (2023.01); G06N 3/045 (2023.01);
U.S. Cl.
CPC ...
G06F 18/2132 (2023.01); G06F 18/214 (2023.01); G06N 3/045 (2023.01); G06N 3/08 (2013.01); G06V 10/44 (2022.01);
Abstract

A method for generating a human-computer interactive abstract image includes: S: obtaining and preprocessing the original abstract images used as a training dataset B to obtain edge shape feature maps used as a training dataset A; S: using the training dataset A and the training dataset B as cycle generative objects of a Cycle-GAN model, and training the Cycle-GAN model to capture a mapping relationship between the edge shape feature maps and the original abstract images; S: obtaining a line shape image drawn by a user; and S: according to the mapping relationship, intercepting a generative part in the Cycle-GAN model that the dataset B is generated from the dataset A, discarding a cycle generative part and a discrimination part in the Cycle-GAN model, and generating a complete abstract image based on the line shape image to generate the human-computer interactive abstract image.


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