IDENTIFICATION USING SPECTROSCOPY

Patent №

US 11,680,893

Granted

2023-06-20

Filed 2019

Owner

VIAVI SOLUTIONS INC.

Lab

AI components

4

ml · vision · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16405050

A device may receive information identifying results of a spectroscopic measurement of an unknown sample. The device may perform a first classification of the unknown sample based on the results of the spectroscopic measurement and a global classification model. The device may generate a local classification model based on the first classification. The device may perform a second classification of the unknown sample based on the results of the spectroscopic measurement and the local classification model. The device may provide information identifying a class associated with the unknown sample based on performing the second classification.

Machine learningVisionPlanningAI hardwareG01N 21/31G06N 7/01G06N 20/00G06N 20/10G16C 20/20G16C 20/90G16C 20/70

AI classification

AI hardware1.00
Vision1.00
Machine learning1.00
Planning0.80
Natural language0.22
Knowledge representation0.13
Evolutionary computation0.00
Speech0.00

Ownership

VIAVI SOLUTIONS INC.

assignment · 491000432

Assignors

HSIUNG, CHANGMENG, PEDERSON, CHRISTOPHER G., ZOU, PENG, SUN, LAN

On an employer assignment, the assignors are typically the inventors.

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