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  4. Dynamic media content categorisation method
 
patent

Dynamic media content categorisation method

Autès, Gabriel  
•
Arpa, Sami  
•
Süsstrunk, Sabine  
2020

The present invention concerns a method of classifying a media item into a user profile suitability class in a classification system comprising a set of pre-trained artificial neural networks. The method comprising: receiving (101) a media file; extracting (103) a first data stream and a second data stream from the media file, the first media stream comprising first media content of a first media content form, the second data stream comprising second media content of a second, different media content form, the first and second data streams being comprised in the media item; generating (109, 111, 113) a first sequence of first feature vectors describing the first media content; generating (109, 111, 113) a second sequence of second feature vectors describing the second media content; generating (117) at least a first single feature vector representing the first sequence of first feature vectors and the second sequence of second feature vectors, or generating (117) at least a first single feature vector representing at least the first sequence of first feature vectors, and generating (119) a second feature vector representing at least the second sequence of second feature vectors; generating (123) a probability vector at least from the first single feature vector, or at least from the first and second single feature vectors; and assigning (125) a user profile suitability class to the media item based on the probability vector.

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Type
patent
EPO Family ID

66794039

Author(s)
Autès, Gabriel  
Arpa, Sami  
Süsstrunk, Sabine  
Note

Alternative title(s) : (fr) Procédé de catégorisation de contenu multimédia dynamique

TTO classification

TTO:6.1977

EPFL units
AVP-R-TTO  
IVRL  
IdentifierCountry codeKind codeDate issued

US11961300

US

B2

2024-04-16

US2022207864

US

A1

2022-06-30

EP3963503

EP

A1

2022-03-09

WO2020222027

WO

A1

2020-11-05

Available on Infoscience
December 2, 2020
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/173803
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