AUTOMATIC DETECTION OF COLORIMETRY OF UNKNOWN CMYK IMAGES

Patent №

US 6,819,792

Granted

2004-11-16

Filed 2000

Owner

XEROX CORPORATION

Lab

AI components

2

ml · vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09656623

A method for the automatic detection of colorimetry of CMYK image files includes the calculation of differentiation metrics based on colorant relationships, saturation, and luminance. Summary statistics, such as the means and standard deviations of the differentiation metrics are used to describe a set of known image colorimetry classes. At least one classifying algorithm is used to assign a known colorimetry class to an image of unknown colorimetry. Preferably at least one of the classifying algorithms is a Bayesian Quadratic Classifier algorithm. Mahanalobis distances are used to find the most appropriate colorimetry class to assign to an image. A color image processor operative to automatically detect image colorimetry comprises a training image analyzer, a colorimetry detector and a class associator.

AI classification

Vision1.00
Machine learning0.98
Planning0.04
AI hardware0.01
Knowledge representation0.00
Evolutionary computation0.00
Speech0.00
Natural language0.00

Ownership

XEROX CORPORATION

assignment · 111790684

Assignors

BALASUBRAMANIAN, THYAGARAJAN

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

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