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. 23, 2023

Filed:

Oct. 16, 2020
Applicant:

Viavi Solutions Inc., San Jose, CA (US);

Inventors:

Changmeng Hsiung, Redwood City, CA (US);

Christopher G. Pederson, Santa Rosa, CA (US);

Marc K. Von Gunten, Novato, CA (US);

Lan Sun, Santa Rosa, CA (US);

Assignee:

VIAVI Solutions Inc., Chandler, AZ (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 20/69 (2022.01); G01N 21/35 (2014.01); G16C 20/70 (2019.01); G01N 21/359 (2014.01); G16C 20/20 (2019.01); G06F 18/2411 (2023.01); G06F 18/2433 (2023.01); G06N 20/00 (2019.01); G01J 3/10 (2006.01); G01N 21/25 (2006.01);
U.S. Cl.
CPC ...
G06V 20/698 (2022.01); G01J 3/108 (2013.01); G01N 21/253 (2013.01); G01N 21/35 (2013.01); G01N 21/359 (2013.01); G06F 18/2411 (2023.01); G06F 18/2433 (2023.01); G06N 20/00 (2019.01); G16C 20/20 (2019.02); G16C 20/70 (2019.02); G01N 2201/129 (2013.01);
Abstract

A device may receive information identifying results of a set of spectroscopic measurements of a training set of known samples and a validation set of known samples. The device may generate a classification model based on the information identifying the results of the set of spectroscopic measurements, wherein the classification model includes at least one class relating to a material of interest for a spectroscopic determination, and wherein the classification model includes a no-match class relating to at least one of at least one material that is not of interest or a baseline spectroscopic measurement. The device may receive information identifying a particular result of a particular spectroscopic measurement of an unknown sample. The device may determine whether the unknown sample is included in the no-match class using the classification model. The device may provide output indicating whether the unknown sample is included in the no-match class.


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