AUTOMATIC METHOD FOR DETERMINING PIECEWISE LINEAR TRANSFORMATION FROM AN IMAGE HISTOGRAM

Patent №

US 6,236,751

Granted

2001-05-22

Filed 1998

Owner

XEROX CORPORATION

Lab

AI components

2

vision · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09159043

An image desired to be reproduced is scanned to determine its video pixel grey values. A histogram generator generates a histogram distribution representing a frequency of the grey values. The histogram distribution is analyzed to determine a minimum and maximum input grey values which define input boundaries. A segment point is computed between the input boundaries based on the histogram data. The segment point defines a plurality of input segments between the input boundaries. A dynamic output range is selected. Each input segment is mapped to an output segment based on a linear transformation for the corresponding segment. In this manner, a tone reproduction curve map having a piecewise linear transformation is automatically generated from the image histogram data.

VisionPlanningH04N 1/4074G06T 5/40G06T 5/92

AI classification

Vision0.91
Planning0.67
Evolutionary computation0.02
Machine learning0.02
Natural language0.00
Speech0.00
Knowledge representation0.00
AI hardware0.00

Ownership

XEROX CORPORATION

assignment · 94810587

Assignors

FARRELL, BARBARA L.

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

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