DETECTING OBJECTS IN IMAGES WITH COVARIANCE MATRICES

Patent №

US 7,734,097

Granted

2010-06-08

Filed 2006

Owner

MITSUBISHI ELECTRIC RESEARCH LABORATORIES, INC.

Lab

AI components

3

ml · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11497997

A method detects objects in an image. First, features are extracted from the image. A frequency transform is applied to the features to generate transformed features. A covariance matrix is constructed from the transformed features, and the covariance matrix is classified to determine whether the image includes the object, or not.

AI classification

Vision1.00
AI hardware0.99
Machine learning0.82
Knowledge representation0.04
Natural language0.03
Speech0.00
Evolutionary computation0.00
Planning0.00

Ownership

MITSUBISHI ELECTRIC RESEARCH LABORATORIES, INC.

assignment · 184310073

Assignors

PORIKLI, FATIH M., KOCAK, TEKIN

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

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