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:
Jan. 09, 2024

Filed:

Sep. 29, 2017
Applicant:

Sony Interactive Entertainment Inc., Tokyo, JP;

Inventors:

Sergey Bashkirov, San Mateo, CA (US);

Michael Taylor, San Mateo, CA (US);

Javier Fernandez-Rico, San Mateo, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/022 (2023.01); G06V 20/20 (2022.01); G06F 18/243 (2023.01); G06V 10/764 (2022.01); G06N 3/004 (2023.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G06V 20/20 (2022.01); G06F 18/24323 (2023.01); G06N 3/004 (2013.01); G06N 3/08 (2013.01); G06N 5/022 (2013.01); G06V 10/764 (2022.01);
Abstract

An autonomous personal companion utilizing a method of object identification that relies on a hierarchy of object classifiers for categorizing one or more objects in a scene. The classifier hierarchy is composed of a set of root classifiers trained to recognize objects based on separate generic classes. Each root acts as the parent of a tree of child nodes, where each child node contains a more specific variant of its parent object classifier. The method covers walking the tree in order to classify an object based on more and more specific object features. The system is further comprised of an algorithm designed to minimize the number of object comparisons while allowing the system to concurrently categorize multiple objects in a scene.


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