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. 14, 2025

Filed:

May. 30, 2023
Applicant:

Wuhan University, Wuhan, CN;

Inventors:

Zhaocong Wu, Wuhan, CN;

Weixing Xu, Wuhan, CN;

Zhao Yan, Wuhan, CN;

Assignee:

WUHAN UNIVERSITY, Wuhan, CN;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06T 3/4076 (2023.12); G06F 18/214 (2022.12); G06T 3/4038 (2023.12); G06T 3/4046 (2023.12); G06T 3/4053 (2023.12); G06T 5/70 (2023.12); G06T 7/11 (2016.12); G06T 7/33 (2016.12); G06V 10/20 (2021.12); G06V 10/774 (2021.12); G06V 10/776 (2021.12); G06V 10/82 (2021.12); G06V 20/13 (2021.12);
U.S. Cl.
CPC ...
G06T 3/4076 (2012.12); G06T 5/70 (2023.12); G06V 10/20 (2021.12); G06T 2207/10032 (2012.12); G06T 2207/20132 (2012.12); G06T 2207/30181 (2012.12);
Abstract

A semantics-based high resolution reconstruction method of a nighttime light remote sensing image includes: constructing a sample data set; the sample data set includes a plurality of data groups, and each data group includes a LR NTL image, and a HR NTL image and light semantics information consistent in spatial position with the LR NTL image; constructing a reconstruction model; performing training and validation on the reconstruction model by using the sample data set to obtain an optimized reconstruction model; and taking a to-be-reconstructed LR NTL image and light semantic information corresponding to the to-be-reconstructed LR NTL image as an input of the optimized reconstruction model, and outputting, by the optimized reconstructed model, a HR NTL image obtained through resolution reconstruction.


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