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:
Nov. 10, 2020

Filed:

Feb. 21, 2020
Applicant:

Lucidyne Technologies, Inc., Corvallis, OR (US);

Inventors:

Revathy Priyanga Narasimhan, Fremont, CA (US);

Patrick Freeman, Corvallis, OR (US);

Hayden Michael Aronson, Corvallis, OR (US);

Kevin Johnsrude, Corvallis, OR (US);

Chris Mosbrucker, Philomath, OR (US);

Dan Robin, Albany, OR (US);

Ryan T. Shear, Corvallis, OR (US);

Joseph H. Weintraub, Eugene, OR (US);

Eric N. Mortensen, Albany, OR (US);

Assignee:

LUCIDYNE TECHNOLOGIES, INC., Corvallis, OR (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01N 33/46 (2006.01); G06K 9/32 (2006.01); G06K 9/62 (2006.01); G06N 7/00 (2006.01); G06T 7/00 (2017.01); G06N 3/04 (2006.01); G06F 15/76 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G01N 33/46 (2013.01); G06F 15/76 (2013.01); G06K 9/3233 (2013.01); G06K 9/6202 (2013.01); G06N 7/005 (2013.01); G06N 20/00 (2019.01); G06T 7/0004 (2013.01); G06N 3/0418 (2013.01); G06T 2207/30161 (2013.01);
Abstract

A method of board lumber grading is performed in an industrial environment on a machine learning framework configured as an interface to a machine learning-based deep convolutional network that is trained end-to-end, pixels-to-pixels on semantic segmentation. The method uses deep learning techniques that are applied to semantic segmentation to delineate board lumber characteristics, including their sizes and boundaries.


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