METHOD FOR UNSUPERVISED CLUSTERING OF MULTIMEDIA DATA USING A LARGE-SCALE MATCHING SYSTEM
Patent №
US 8,799,195
Granted
2014-08-05
Filed 2012
Owner
CORTICA LTD
Lab
—
AI components
5
ml · nlp · vision · kr · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
13731906
A method and apparatus for unsupervised clustering of a large-scale collection of multimedia data elements. The method comprises generating a first cluster from the large-scale collection by: matching each of the multimedia data elements to all other multimedia data elements in the large-scale collection, determining a clustering score for each match being performed, clustering multimedia data elements having a clustering score above a threshold to create the first cluster; and storing the first cluster in a storage unit.
Machine learningNatural languageVisionKnowledge representationAI hardwareG06F 16/41G06F 3/048G06F 3/0484G06F 3/0488G06F 16/14G06F 16/152G06F 16/172G06F 16/1748+84 more
AI classification
Vision1.00
Machine learning0.98
AI hardware0.92
Knowledge representation0.82
Natural language0.53
Planning0.03
Evolutionary computation0.01
Speech0.00
Ownership
CORTICA LTD
assignment · 479470225
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