SYSTEMS AND METHODS FOR INFERRING GENDER BY FUSION OF MULTIMODAL CONTENT

Patent №

US 9,471,851

Granted

2016-10-18

Filed 2015

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · vision · speech · kr

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14754012

A method and systems are provided. The method includes recognizing semantic concepts in a set of images and assigning semantic scores for the images to predict a gender of a user. The method further includes performing gender prediction from visual content and textual content in the images to respectively generate visual-based gender predictions and textual-based gender predictions. The method also includes combining, using multimodal information fusion, the visual-based gender predictions, the textual-based gender predictions, and the semantic scores, to infer a gender of a user.

Machine learningNatural languageVisionSpeechKnowledge representationG06F 40/30G06F 18/2431G06N 5/04G06N 7/01G06V 20/30G06V 20/62G06V 40/10G06V 40/172+2 more

AI classification

Vision1.00
Machine learning1.00
Natural language1.00
Knowledge representation0.99
Speech0.60
AI hardware0.20
Planning0.01
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 359290348

Assignors

CAO, LIANGLIANG, MERLER, MICHELE, SMITH, JOHN R.

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

From the same owner

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