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:
May. 11, 2021

Filed:

Jul. 23, 2019
Applicant:

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

Inventors:

Robert L. Koch, Minneapolis, MN (US);

Ian V. MacRae, Minneapolis, MN (US);

Zachary Peter Dragan Marston, Minneapolis, MN (US);

David Mulla, Minneapolis, MN (US);

Assignee:
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2006.01); A01H 5/00 (2018.01); G06K 9/62 (2006.01); G06K 9/46 (2006.01); G06T 7/70 (2017.01); G01N 21/3563 (2014.01); G01N 21/359 (2014.01); G01N 33/02 (2006.01);
U.S. Cl.
CPC ...
G06K 9/00657 (2013.01); G01N 21/359 (2013.01); G01N 21/3563 (2013.01); G01N 33/025 (2013.01); G06K 9/4661 (2013.01); G06K 9/6256 (2013.01); G06K 9/6262 (2013.01); G06K 9/6267 (2013.01); G06T 7/70 (2017.01); G06T 2207/30242 (2013.01);
Abstract

A method of determining whether to treat soybeans for soybean aphids, the method includes collecting at least one image of a soybean canopy using one or more remote sensing instruments and processing the image into spectral reflectance data and selecting from the spectral reflectance data optimal spectral wavelength bands. The selected reflectance data is classified into one of a plurality of classification groupings using a machine learned classification model. To treat or not treat the soybean canopy for aphids is determined based on the classification of the reflectance data into one of the class groupings.


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