METHOD AND APPARATUS FOR REPRESENTING COLORED SURFACES VIA A SURFACE COLOR CODE BOOK

Patent №

US 6,591,007

Granted

2003-07-08

Filed 1999

Owner

INTERNATIONAL BUSINESS MACHINES

AI components

3

ml · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09440711

Colored surfaces are represented in an illumination-invariant and pose-invariant manner through a color code book. Patches of each color surface are represented, under well-chosen illumination conditions and other imaging variations, as clusters in an optimal color space. For each surface, the color code book entries represent its clusters' means, covariance matrices, eigen values and eigen vectors. In addition, a corresponding semantic label is given to each surface's color code book entry to simplify image processing operations such as region localization and recognition as well as indexing and querying of image databases.

Machine learningVisionAI hardwareG06F 16/5838G06V 10/40Y10S 707/99945Y10S 707/99948

AI classification

Vision1.00
Machine learning1.00
AI hardware0.92
Natural language0.43
Knowledge representation0.03
Planning0.00
Evolutionary computation0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES

assignment · 104060073

Assignors

PETKOVIC, DRAGUTIN, SYEDA-MAHMOOD, TANVEER FATHIMA

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

From the same owner

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