Multiscale Approach for Thinning Ridges of Fingerprint

Xinge You*, Bin Fang, Yuan Yan Tang, Jian Huang

*Corresponding author for this work

Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

Abstract

This paper presents a robust multiscale method to create thinned ridge map of fingerprint for automatic recognition by employing an elaborately designed wavelet function. Properties of the new wavelet function are substantially investigated. Some desirable characteristics of the local minimum produced by wavelet transform show that they are suitable to describe skeleton of ribbon-shape objects. A multiscale thinning algorithm based on the modulus minima of wavelet transform is proposed. The proposed algorithm is able to improve the skeleton representation of the ridge of fingerprint without side-effects and limitations of previous methods. Thinned ridge map helps to facilitate minutiae extraction for matching. Experiments validated effectiveness and efficiency of the proposed method.

Original languageEnglish
Title of host publicationPattern Recognition and Image Analysis
Subtitle of host publicationSecond Iberian Conference, IbPRIA 2005, Estoril, Portugal, June 7-9, 2005, Proceeding, Part II
EditorsJorge S. Marques, Nicolás Pérez de la Blanca, Pedro Pina
Place of PublicationBerlin
PublisherSpringer
Pages505-512
Number of pages8
Edition1st
ISBN (Electronic)9783540322382
ISBN (Print)9783540261544
DOIs
Publication statusPublished - 13 May 2005
Event2nd Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2005 - Estoril, Portugal
Duration: 7 Jun 20059 Jun 2005
https://link.springer.com/book/10.1007/b136825 (Conference Proceedings)

Publication series

NameLecture Notes in Computer Science
Volume3523
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349
NameImage Processing, Computer Vision, Pattern Recognition, and Graphics
NameIbPRIA: Iberian Conference on Pattern Recognition and Image Analysis

Conference

Conference2nd Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2005
Country/TerritoryPortugal
CityEstoril
Period7/06/059/06/05
Internet address

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