METHOD OF CLASSIFYING A MULTIMODAL OBJECT

Patent №

US 9,569,698

Granted

2017-02-14

Filed 2015

Owner

COMMISSARIAT A L'ENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVES

Lab

AI components

5

ml · nlp · vision · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14434723

A method of classifying a multimodal test object described according to at least one first and one second modality is provided, including offline construction by classification of a multimedia dictionary, defined by a plurality of multimedia words, based on a recoding matrix of representatives of the first modality forming a dictionary of the first modality including a plurality of words of the first modality, the recoding matrix constructed to express the frequency of each word of the second modality of a dictionary of the second modality including a plurality of words of the second modality, for each word of the first modality, classification of a multimodal test object performed online by recoding each representative of the first modality relating to the multimedia object considered on the multimedia dictionary base, followed by aggregating representatives of the first modality coded in the recoding in a single vector representative of the multimodal object.

Machine learningNatural languageVisionKnowledge representationAI hardwareG06F 16/40G06F 16/45G06F 16/5846G06F 18/253G06F 18/256G06V 10/806G06V 30/413G06V 2201/10

AI classification

Vision1.00
Natural language1.00
Machine learning0.99
AI hardware0.96
Knowledge representation0.88
Speech0.26
Evolutionary computation0.00
Planning0.00

Ownership

COMMISSARIAT A L'ENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVES

assignment · 379140205

Assignors

SHABOU, AYMEN, LE BORGNE, HERVÉ

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

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