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:
Dec. 01, 2020

Filed:

Sep. 19, 2018
Applicant:

Indus.ai Inc, North York, CA;

Inventors:

Lai Him Matthew Man, North York, CA;

Mohammad Soltani, North York, CA;

Ahmed Aly, North York, CA;

Walid Aly, North York, CA;

Assignee:

indus.ai Inc, North York, CA;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/00 (2017.01); G06T 7/11 (2017.01); G06T 7/187 (2017.01); G06T 3/40 (2006.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06T 7/001 (2013.01); G06N 3/08 (2013.01); G06T 3/40 (2013.01); G06T 7/11 (2017.01); G06T 7/187 (2017.01); G06T 2207/30124 (2013.01); G06T 2207/30132 (2013.01); G06T 2207/30136 (2013.01); G06T 2207/30161 (2013.01);
Abstract

A method and a system for patch-based scene segmentation using neural networks are presented. In an embodiment, a method comprises: using one or more computing devices, receiving a digital image comprising test image; using the one or more computing devices, creating, based on the test image, a plurality of grid patches; using the one or more computing devices, receiving a plurality of classifiers that have been trained to identify one or more materials of a plurality of materials; using the one or more computing devices, for each patch of the plurality of grid patches, labelling each pixel of a patch with a label obtained by applying, to the patch, one or more classifiers from the plurality of classifiers; using the one or more computing devices, generating, based on labels assigned to pixels of the plurality of grid patches, a grid of labels for the test image.


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