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:
Aug. 31, 2021

Filed:

Dec. 13, 2017
Applicant:

Canon Kabushiki Kaisha, Tokyo, JP;

Inventor:

Anthony Knittel, Maroubra, AU;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2006.01); G06K 9/62 (2006.01); G06N 3/04 (2006.01); G06N 3/08 (2006.01); G06T 7/246 (2017.01);
U.S. Cl.
CPC ...
G06K 9/6267 (2013.01); G06K 9/00335 (2013.01); G06K 9/00718 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G06T 7/246 (2017.01); G06K 2009/00738 (2013.01); G06T 2207/10016 (2013.01);
Abstract

A method of classifying an action or event using an artificial neural network. The method comprises obtaining a first and a second plurality of feature responses, corresponding to point data in a first channel and a second channel respectively. Each of the first and second plurality of feature responses have associated temporal and spatial position values, the first and second plurality of feature responses relating to a plurality of objects. The method also comprises generating a third plurality of feature responses based on one of the first plurality of feature responses and one of the second plurality of feature responses, and a weighted combination of associated temporal and spatial position values of the corresponding one of the first and second plurality of feature responses; and classifying an action or event relating to the objects using the artificial neural network based on the third plurality of feature responses.


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