SYSTEM AND METHOD FOR DETERMINING THE QUALITY OF FINGERPRINT IMAGES

Patent №

US 5,963,656

Granted

1999-10-05

Filed 1996

Owner

IBM CORPORATION

AI components

1

vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

08722714

A fingerprint image is divided into blocks of pixels. The blocks are marked as directional or non-directional. The blocks are also determined to be within the foreground or background of the image. Contiguous regions of blocks that are in the foreground and are directional are selected. The quality measure is the ratio of the area of all these selected contiguous regions to the total area of the fingerprint image (i.e., the foreground.) The contribution of each of the blocks of the regions to the quality measure can be given by a distance from a block containing a reference point (a block of reference) within the foreground. Further, the block of reference can be located at the centroid of the foreground. Images are judged to be of poor quality if the quality measure is below a quality threshold and are judged to be of good quality if the quality measure is above the quality threshold. Optionally, poor quality images are examined further to determine if they are smudged or come from a dry finger. Good quality images are further processed to determine if they are partial or entire images of the fingerprint.

VisionG06V 40/1347G06V 10/993

AI classification

Vision1.00
Machine learning0.09
Knowledge representation0.00
AI hardware0.00
Evolutionary computation0.00
Speech0.00
Natural language0.00
Planning0.00

Ownership

IBM CORPORATION

assignment · 84710476

Assignors

BOLLE, RUDOLF M., PANKANTI, SHARATHCHANDRA U., YAO,YI-SHENG

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

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