Learning Dictionaries with Clustered Atoms

Patent №

US 8,958,632

Granted

2015-02-17

Filed 2012

Owner

MITSUBISHI ELECTRIC RESEARCH LABORATORIES, INC

Lab

AI components

4

ml · nlp · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13418217

A dictionary of atoms for coding data is learned by first selecting samples from a set of samples. Similar atoms in the dictionary are clustered, and if a cluster has multiple atoms, the atoms in that cluster are merged into a single atom. The samples can be acquired online.

AI classification

AI hardware1.00
Machine learning1.00
Vision1.00
Natural language0.71
Knowledge representation0.07
Evolutionary computation0.01
Planning0.00
Speech0.00

Ownership

MITSUBISHI ELECTRIC RESEARCH LABORATORIES, INC

assignment · 283260696

Assignors

PORIKLI, FATIH, RAO, NIKHIL

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

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