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. 11, 2023

Filed:

Jun. 29, 2021
Applicant:

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

Inventors:

Ankush Khandelwal, Minneapolis, MN (US);

Anuj Karpatne, Minneapolis, MN (US);

Vipin Kumar, Minneapolis, MN (US);

Assignee:
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06V 20/13 (2022.01); G06T 7/55 (2017.01); G06K 9/62 (2022.01); G06T 7/11 (2017.01); G06V 10/75 (2022.01); G06V 20/10 (2022.01);
U.S. Cl.
CPC ...
G06V 20/13 (2022.01); G06K 9/6267 (2013.01); G06T 7/11 (2017.01); G06T 7/55 (2017.01); G06V 10/751 (2022.01); G06V 20/182 (2022.01); G06K 9/6255 (2013.01); G06T 2207/10032 (2013.01); G06T 2207/30188 (2013.01);
Abstract

A method includes receiving a satellite image of an area and classifying each pixel in the satellite image as representing water, land or unknown using a model. For each of a plurality of possible water levels, a cost associated with the water level is determined, wherein determining the cost associated with a water level includes determining a number of pixels for which the model classification must change to be consistent with the water level and determining a difference between the water level and a water level determined for the area at a previous time point. The lowest cost water level is selected and used to reclassify at least one pixel.


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