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:
Mar. 01, 2022

Filed:

Oct. 31, 2019
Applicants:

Deere & Company, Moline, IL (US);

Iowa State University Research Foundation, Inc., Ames, IA (US);

Inventors:

Tarik Loukili, Johnston, IA (US);

Timothy A. Bigelow, Ames, IA (US);

Assignees:
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
A01M 7/00 (2006.01); G06T 7/00 (2017.01); G06T 7/11 (2017.01); G06K 9/62 (2006.01);
U.S. Cl.
CPC ...
A01M 7/0089 (2013.01); G06K 9/6224 (2013.01); G06K 9/6256 (2013.01); G06T 7/0012 (2013.01); G06T 7/11 (2017.01); G06T 2207/20081 (2013.01); G06T 2207/30188 (2013.01);
Abstract

A computing system includes image receiving logic configured to receive image data indicative of an image of a field, ground identification logic configured to identify a first image portion of the image representing ground in the field, image segmentation logic configured to identify a remaining image portion that omits the first image portion from the image, and crop classification logic configured to apply a crop classifier to the remaining image portion and identify a second image portion of the image that represents locations of crop plants in the field. The computing system also includes weed identification logic configured to identify locations of weed plants in the field based on the identification of the first and second image portions and control signal generation logic configured to generate a machine control signal based on the identified locations of the weed plants.


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