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.
Patent No.:
Date of Patent:
Feb. 28, 2023
Filed:
Jul. 20, 2021
Applicant:
Toshiba Tec Kabushiki Kaisha, Shinagawa-ku, JP;
Inventors:
Milong Sabandith, Irvine, CA (US);
Gouse Basha Shaik, Walnut, CA (US);
Assignee:
Other;
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
H04N 1/00 (2006.01); G06N 3/04 (2023.01);
U.S. Cl.
CPC ...
H04N 1/00039 (2013.01); G06N 3/04 (2013.01);
Abstract
A system and method for toner classification from device printouts includes applying machine learning to electronic documents formed from scanned printout images. A training set is formed by scanning documents known to be printed with OEM toner, supplemented by scanning documents known to be printed with non-OEM toner. When new printouts are made, they are scanned and analyzed by an AI/ML server and classified as printed by OEM toner or by non-OEM toner.