System and method of classifying an action or event

Patent №

US 11,106,947

Granted

2021-08-31

Filed 2017

Owner

CANON KABUSHIKI KAISHA

Lab

AI components

5

ml · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15840988

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.

Machine learningVisionKnowledge representationPlanningAI hardwareG06T 7/246G06F 18/24G06N 3/045G06N 3/0464G06N 3/0495G06N 3/08G06N 3/09G06V 10/764+8 more

AI classification

Vision1.00
Machine learning1.00
AI hardware1.00
Knowledge representation0.95
Planning0.70
Natural language0.24
Evolutionary computation0.04
Speech0.00

Ownership

CANON KABUSHIKI KAISHA

assignment · 454950628

Assignors

KNITTEL, ANTHONY

On an employer assignment, the assignors are typically the inventors.

From the same owner

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