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Fingerprint enhancement with dyadic scale-space
Cheng, JG; Tian, H
Source PublicationPATTERN RECOGNITION LETTERS
2004-08-01
Volume25Issue:11Pages:1273-1284
SubtypeArticle
AbstractFingerprint enhancement is a critical step in automatic fingerprint verification system. Most of the existing enhancement uses a set of contextual filters to enhance fingerprint. The main drawback of these methods is these contextual filters based on the local information of the fingerprint, such as ridge width, orientation, curvature etc. This information is unreliable in the areas corrupted by the noise. This paper introduces the scale space theory in the computer vision to enhance the fingerprint. In the enhancement process, decompose fingerprint into a series of images and organize the images by courser to finer scheme. Thus a globe and integrate interpretation is available and it enables us to get rid of the influence of noise to the largest extent. Experiments show our algorithm is fast and improve the performance of fingerprint verification system. (C) 2004 Elsevier B.V. All rights reserved.
KeywordFingerprint Enhancement Minutiae Dyadic Scale Space
WOS HeadingsScience & Technology ; Technology
WOS KeywordALGORITHM ; VERIFICATION ; MINUTIAE ; IMAGES
Indexed BySCI
Language英语
WOS Research AreaComputer Science
WOS SubjectComputer Science, Artificial Intelligence
WOS IDWOS:000222954900006
Citation statistics
Cited Times:26[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/8932
Collection09年以前成果
AffiliationChinese Acad Sci, Biometr Res Grp, Lab Complex Syst & Intelligence Sci, Inst Automat, Beijing 100080, Peoples R China
Recommended Citation
GB/T 7714
Cheng, JG,Tian, H. Fingerprint enhancement with dyadic scale-space[J]. PATTERN RECOGNITION LETTERS,2004,25(11):1273-1284.
APA Cheng, JG,&Tian, H.(2004).Fingerprint enhancement with dyadic scale-space.PATTERN RECOGNITION LETTERS,25(11),1273-1284.
MLA Cheng, JG,et al."Fingerprint enhancement with dyadic scale-space".PATTERN RECOGNITION LETTERS 25.11(2004):1273-1284.
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