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:
Nov. 29, 2022

Filed:

Jan. 31, 2020
Applicant:

Element Ai Inc., Montreal, CA;

Inventors:

Patrick Steeves, Montreal, CA;

Ying Zhang, Montreal, CA;

Assignee:

SERVICENOW CANADA INC., Montreal, CA;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 30/418 (2022.01); G06K 9/62 (2022.01); G06T 3/40 (2006.01); G06T 7/33 (2017.01); G06T 7/73 (2017.01); G06V 30/413 (2022.01); G06V 30/414 (2022.01);
U.S. Cl.
CPC ...
G06V 30/418 (2022.01); G06K 9/6256 (2013.01); G06T 3/40 (2013.01); G06T 7/337 (2017.01); G06T 7/73 (2017.01); G06V 30/413 (2022.01); G06V 30/414 (2022.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30176 (2013.01);
Abstract

Systems and methods for identifying landmarks of a document from a digital representation of the document. The method comprises accessing the digital representation of the document and operating a Machine Learning Algorithm (MLA), the MLA having been trained based on a set of training digital representations of documents associated with labels. The operating the MLA comprises down-sampling the digital representation of the document, detecting landmarks, generating fractional pixel coordinates for the detected landmarks. The method further determines the pixel coordinates of the landmarks by upscaling the fractional pixel coordinates from the second resolution to the first resolution and outputs the pixel coordinates of the landmarks.


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