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:
Feb. 13, 2024

Filed:

Dec. 08, 2021
Applicants:

Fundació Institut DE Ciències Fotòniques, Barcelona, ES;

Institució Catalana DE Recerca I Estudis Avançats, Barcelona, ES;

Inventors:

Valerio Pruneri, Barcelona, ES;

Mehmet Alican Noyan, Barcelona, ES;

Anatoly Grudinin, Barcelona, ES;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01N 21/87 (2006.01); G01N 21/88 (2006.01); G06N 3/045 (2023.01); G01N 21/3563 (2014.01); G01N 21/35 (2014.01);
U.S. Cl.
CPC ...
G01N 21/87 (2013.01); G01N 21/3563 (2013.01); G01N 21/8851 (2013.01); G06N 3/045 (2023.01); G01N 2021/3595 (2013.01); G01N 2021/8883 (2013.01);
Abstract

Identifying 3D objects A method for identification of 3D objects comprises illuminating at least part of a 3D object with electromagnetic radiation, spectroscopically obtaining spectral data for one or more regions of the 3D object, and generating, at a data processing apparatus, an identification result for the 3D object using a trained machine learning model. The trained machine learning model processes the obtained spectral data for the one or more regions to generate one or more model outputs from which the identification result is derived.


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