SYSTEM AND METHOD OF VOCABULARY-INFORMED CATEGORIZATION OF ITEMS OF INTEREST INCLUDED WITHIN DIGITAL INFORMATION

Number: 20170300534
Published: 2017-10-19
Filed: 2016-04-13
Assignee: DISNEY ENTERPRISES, INC.
Inventors: Fu; Yanwei et al.
CPC: G06F16/953; G06F16/29; G06F16/7844; G06F16/683; G06F16/24575; G06F16/5846; G06F16/38; G06N20/00; G06F16/367; G06F40/30; G06F16/2379
Verdict: Set aside vocabulary-informed item categorization - search infra
Source: Google Patents · FreePatentsOnline

Abstract

Items of interest within digital information may be detected and associated with a label that provides context to the item of interest. The label may describe an item category of the item of interest. The knowledge base of item categories may be limited. Additional item categories may be learned by accessing sets of vocabulary that may relate to the known item categories.

Background

BRIEF DESCRIPTION OF THE DRAWINGS

FIG. 1 illustrates a system configured for vocabulary-informed categorization of items of interest included within digital media content and/or other digital information, in accordance with one or more implementations.

FIG. 2 illustrates a method of vocabulary-informed categorization of items of interestincluded within digital media content and/or other digital information, in accordance with one or more implementations.

FIG. 3 illustrates an graphical representation of categorization information including classifications of items of interest with digital media content and/or other digital information under one or more item categories.

FIG. 4 illustrates an graphical representation of updated categorization information including classifications of items of interest with digital media content and/or other digital information under one or more item categories.DETAILED DESCRIPTION

FIG. 1 illustrates a system 100 configured for facilitating vocabulary-informed categorization of items of interestincluded within digital media content and/or other digital information, in accordance with one or more implementations. Digital media content may include one or more of digital images, digital audio, digital video, and/or other digital media assets. Other digital information may include one or more of motion information, position information, and/or other information. By way of non-limiting example, motion information and/or

Claims

1. A system configured for vocabulary-informed categorization of items of interest included within digital information, the systemcomprising: one or more physical processors configured by machine-readable instructions to: store categorization information that includes associations of a set of semantic labelswith a set of items of interest included in a set of instances of digital information, individual semantic labels describing an item category of individual items of interest; determine additional item categories, the additional item categories being determined based onvocabulary that is related to the item categories described by the set of semantic labels; update associations of one or more of the semantic labels included the set of semantic labels with one or more of the items of interest within the set of items of interest with one or more other semantic labels that describe one or more of the additional item categories; and store the updated associations within the categorization information. 12. A methodof vocabulary-informed categorization of items of interest included within digital information, the method being implemented in a computer system comprising one or more physical processors and storage medium storing machine-readable instructions, the method comprising:storing categorization information that includes associations of a set of semantic labelswith a set of items of interest included in a set of instances of digital information, individual semantic labels describing an item category of individual items of interest; determining additional item categories, the additional item categories being determined based on vocabulary that is related to the item categories described by the set of semantic labels; updating associations of one or more of the semantic labels included the set of semantic labels with one or more of the items of interest within the set of items of interest with one or more other semantic labels that describe one or more of the additional item categories; and storing the updated associations within the categorization information.