APPARATUS AND METHOD FOR SEGMENTING AND CLASSIFYING IMAGE DATA

Patent №

US 5,850,474

Granted

1998-12-15

Filed 1996

Owner

XEROX CORPORATION

Lab

AI components

3

vision · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

08686803

A method and apparatus for segmenting image data into windows and for classifying the windows as typical image types includes making two passes through the image data. The method includes a step of making a first pass through the image data to identify windows and to record the beginning points and image types of each of the windows, and a step of making a second pass through the image data to label each of the pixels as a particular image type. The invention also includes a macro-detection method and apparatus for separating a scanline of image data into edges and image runs and for classifying each of the edges and image runs as standard image types. In the macro-detection method, image runs and edges are classified based on micro-detection results and based on image types of adjacent image runs.

AI classification

Vision1.00
AI hardware0.97
Planning0.70
Knowledge representation0.35
Machine learning0.05
Evolutionary computation0.00
Natural language0.00
Speech0.00

Ownership

XEROX CORPORATION

assignment · 81270562

Assignors

FAN, ZHIGANG, RYALL, KATHLEEN, SHIAU, JENG-NAN, REVANKAR, SHRIRAM

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

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