LABELED BUNCH GRAPHS FOR IMAGE ANALYSIS

Patent №

US 6,563,950

Granted

2003-05-13

Filed 2001

Owner

EYEMATIC INTERFACES, INC.

Lab

AI components

3

ml · vision · kr

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10029691

A process for image analysis which includes selecting a number M of images, forming a model graph from each of the number of images, such that each model has a number N of nodes, assembling the model graphs into a gallery, and mapping the gallery of model graphs into an associated bunch graph by using average distance vectors &Dgr;ij for the model graphs as edge vectors in the associated bunch graph. A number M of jets is associated with each node of the associated bunch graph, and at least one jet is labeled with an attribute characteristic of one of the number of images. An elastic graph matching procedure is performed wherein the graph similarity function is replaced by a bunch-similarity function.

Machine learningVisionKnowledge representationG06V 40/171G06V 10/426G06V 10/449G06V 30/1988

AI classification

Vision1.00
Machine learning1.00
Knowledge representation0.94
Natural language0.43
AI hardware0.34
Planning0.08
Evolutionary computation0.02
Speech0.00

Ownership

EYEMATIC INTERFACES, INC.

assignment · 178920579

Assignors

WISKOTT, LAURENZ, VON DER MALSBURG, CHRISTOPH

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

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