MULTIMODAL CLASSIFICATION OF ADULT CONTENT

Patent №

US 8,000,504

Granted

2011-08-16

Filed 2007

Owner

MICROSOFT CORPORATION

AI components

2

vision · speech

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11833775

Systems and methods for classifying content as adult content and, if desired, blocking content so classified from presentation to a user are provided. Received content is analyzed using a sequential series of classification techniques, each successive technique being implemented only if the previous technique did not result in classification of the content as adult content. In this way, adult content may be identified across a variety of different media types (e.g., text, images, video, etc.) and yet processing power may be reserved if one or more techniques requiring less power is sufficient to determine that the received content is, in fact, adult content. Content classification may be performed in-band (that is, in substantially real-time such that content may be identified and/or blocked at the time results of a user query are returned) or out-of-band (that is, prospectively as new content is received but not in association with a user query).

VisionSpeechG06Q 30/02G06F 16/435G06F 16/583G06F 18/24323G06F 18/256G06Q 30/0603

AI classification

Vision0.96
Speech0.51
Natural language0.12
AI hardware0.12
Knowledge representation0.07
Machine learning0.03
Planning0.00
Evolutionary computation0.00

Ownership

MICROSOFT CORPORATION

assignment · 196460425

Assignors

FAN, XIADONG, QIAN, RICHARD

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

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