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. 30, 2021

Filed:

Dec. 04, 2018
Applicant:

Siemens Medical Solutions Usa, Inc., Malvern, PA (US);

Inventors:

Xinhong Ding, Buffalo Grove, IL (US);

Ronald E. Malmin, Chicago, IL (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/00 (2017.01); G01T 1/202 (2006.01); G06K 9/62 (2006.01); G01N 21/84 (2006.01); G06K 9/46 (2006.01);
U.S. Cl.
CPC ...
G06T 7/0004 (2013.01); G01T 1/2023 (2013.01); G06K 9/6218 (2013.01); G06K 9/6256 (2013.01); G06K 9/6277 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01);
Abstract

A system and method includes acquisition of a plurality of images depicting a respective scintillator crystal, determination of a plurality of categories based on the plurality of images, determination of a crystal quality value associated with each of the plurality of categories, training of a network to receive an input image and output an indication of one of the plurality of categories based on the input image, the training based on the plurality of images and the at least one category associated with each pf the plurality of images, operation of the trained network to receive a first image of a first scintillator crystal and output a first one of the plurality of categories based on the first image, and determination of a quality of the first scintillator crystal based on the first one of the plurality of categories and a first crystal quality value associated with the first one of the plurality of categories.


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