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:
Jul. 20, 2021

Filed:

Apr. 01, 2019
Applicant:

Regents of the University of Minnesota, Minneapolis, MN (US);

Inventors:

Vipin Kumar, Minneapolis, MN (US);

Xiaowei Jia, Minneapolis, MN (US);

Ankush Khandelwal, Minneapolis, MN (US);

Anuj Karpatne, Minneapolis, MN (US);

Assignee:
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/46 (2006.01); G06N 3/04 (2006.01); G06N 3/08 (2006.01); G06K 9/00 (2006.01);
U.S. Cl.
CPC ...
G06K 9/46 (2013.01); G06K 9/0063 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01);
Abstract

A method of identifying land cover includes receiving multi-spectral values for a plurality of locations at a plurality of times. A location is selected and for each time in the plurality of times, a latent representation of the multi-spectral values is determined based on a latent representation of multi-spectral values determined for a previous time and multi-spectral values for the previous time of a plurality of other locations that are near the selected location. The determined latent representation is then used to predict a land cover for the selected location at the time.


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