METHOD AND APPARATUS FOR SEGMENTING AN IMAGE USING A COMBINATION OF IMAGE SEGMENTATION TECHNIQUES

Patent №

US 6,941,014

Granted

2005-09-06

Filed 2000

Owner

XEROX CORPORATION

Lab

AI components

2

ml · vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09737515

This invention relates to a method and apparatus for segmenting an image using a combination of image segmentation techniques. More particularly, the invention is directed to an improved image segmentation technique for use in an image processing system that performs at least two distinct image segmentation processes on an image and combines the results to obtain a combined multi-layer representation of the image that can be suitably processed. In a specific example, a block based segmentation technique is performed on an image to generate a MRC (mixed raster content) representation—having foreground, background and selector layers. A pixel based segmentation technique is also performed on the image to generate rendering hints. The MRC representation and the rendering hints are then combined to obtain a four (4) layer representation of the image. The four layer representation is subsequently processed as required by the image processing system, e.g. compressed and stored.

Machine learningVisionG06V 30/413G06T 7/11G06T 7/174H04N 1/40062H04N 1/41G06T 2207/10008G06T 2207/30176

AI classification

Vision1.00
Machine learning0.84
Planning0.03
AI hardware0.01
Knowledge representation0.01
Natural language0.00
Speech0.00
Evolutionary computation0.00

Ownership

XEROX CORPORATION

assignment · 114150163

Assignors

LIN, YING-WEI, BANTON, MARTIN E., FUSS, WILLIAM A.

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

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