SYSTEMS AND METHOD FOR AUTOMATICALLY CHOOSING VISUAL CHARACTERISTICS TO HIGHLIGHT A TARGET AGAINST A BACKGROUND

Patent №

US 7,130,461

Granted

2006-10-31

Filed 2002

Owner

XEROX CORPORATION

Lab

AI components

3

vision · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10321662

A method for choosing visual characteristics of a characteristic space within a region includes calculating a mean characteristic of the region, determining a covariance of the region, inverting the covariance to produce an inverse covariance, estimating a target characteristic, determining a difference between the mean characteristic and the target characteristic transposing the difference to produce a difference transpose, determining a saliency from a product of the difference transpose multiplied by the inverse covariance multiplied by the difference, comparing the saliency to an acceptance criterion to yield one of an acceptance if the saliency satisfies the acceptance criterion and a rejection otherwise, adjusting the target characteristic and repeating the determining a difference, transposing the difference, determining a saliency and comparing the saliency steps if the comparing yields the rejection, and outputting the target characteristic if the comparing yields the acceptance.

VisionEvolutionary computationAI hardwareG06T 11/60G06T 7/11G06T 7/90G06V 30/1444G06V 30/18105G06T 2207/30176G06V 30/10

AI classification

Vision1.00
AI hardware0.91
Evolutionary computation0.85
Machine learning0.01
Speech0.00
Natural language0.00
Knowledge representation0.00
Planning0.00

Ownership

XEROX CORPORATION

assignment · 135980058

Assignors

ROSENHOLTZ, RUTH E.

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

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