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Fingerprint Verification Using Spectral Minutiae Representations

Haiyun Xu, R.N.J. Veldhuis, A.M. Bazen, T.A.M. Kevenaar, T.A.H.M. Akkermans, B. Gokberk
2009 IEEE Transactions on Information Forensics and Security  
This paper introduces the concept of algorithms for two representation methods: the location-based spectral minutiae representation and the orientation-based spectral minutiae representation.  ...  Both algorithms are evaluated using two correlation-based spectral minutiae matching algorithms. We present the performance of our algorithms on three fingerprint databases.  ...  Measurements We test the spectral minutiae representation in a verification setting.  ... 
doi:10.1109/tifs.2009.2021692 fatcat:cmtio4rvkvg3vmmc3oc2fhfitu

Spectral Representations of Fingerprint Minutiae Subsets

Haiyun Xu, Raymond N. J. Veldhuis
2009 2009 2nd International Congress on Image and Signal Processing  
However, the limited overlap of a fingerprint pair can reduce the performance of the spectral minutiae representation algorithm.  ...  Therefore, in this paper, we introduce the spectral representations of fingerprint minutiae subsets to cope with the limited overlap problem.  ...  EXPERIMENTS We test the spectral representations of fingerprint minutiae subsets in a verification setting.  ... 
doi:10.1109/cisp.2009.5302445 fatcat:wfblurhemjhctkf2yfyvqxii4q

Minutia-pair spectral representations for fingerprint template protection [article]

Taras Stanko, Boris Skoric
2017 arXiv   pre-print
We introduce a new fixed-length representation of fingerprint minutiae, for use in template protection.  ...  We show that the fingerprint matching performance (Equal Error Rate) is comparable to that of the original spectral minutiae representation, while the speed is improved.  ...  Fingerprint verification using spectral minutiae representations. IEEE Transactions on Information Forensics and Security, ROC curves for our pair-based spectral functions applied to two databases.  ... 
arXiv:1703.06811v1 fatcat:vyfhd5v7xvgf3c7xllc2yfqkc4

Spectral Minutiae Representations for Fingerprint Recognition

Haiyun Xu, Raymond N.J. Veldhuis
2010 2010 Sixth International Conference on Intelligent Information Hiding and Multimedia Signal Processing  
Evaluation and Evolution Until now, we have introduced several spectral minutiae representation techniques in Chapters 2-6.  ...  databases and/or using different minutiae extractors.  ...  Experiments We test the spectral representations of fingerprint minutiae subsets in a verification setting.  ... 
doi:10.1109/iihmsp.2010.90 dblp:conf/iih-msp/XuV10 fatcat:bb7memzh2rbedagr32qjbjglp4

Minutia-pair spectral representations for fingerprint template protection

Taras Stanko, Boris Skoric
2017 2017 IEEE Workshop on Information Forensics and Security (WIFS)  
We introduce a new fixed-length representation of fingerprint minutiae, for use in template protection.  ...  It is similar to the 'spectral minutiae' representation of Xu et al. but is based on coordinate differences between pairs of minutiae.  ...  Fingerprint verification using spectral minutiae representations. IEEE Transactions on Information Forensics and Security, ROC curves for our pair-based spectral functions applied to two databases.  ... 
doi:10.1109/wifs.2017.8267656 dblp:conf/wifs/StankoS17 fatcat:gtlvcqlrxnaftb3u5tkoecqewa

Spectral minutiae: A fixed-length representation of a minutiae set

Haiyun Xu, Raymond N.J. Veldhuis, Tom A.M. Kevenaar, Anton H.M. Akkermans, Asker M. Bazen
2008 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops  
By applying the spectral minutiae representation, we can combine the fingerprint recognition system with a template protection scheme, which requires a fixed-length feature vector.  ...  Minutiae, which are the endpoints and bifurcations of fingerprint ridges, allow a very discriminative classification of fingerprints.  ...  Results Measurements We test the spectral minutiae representation in a verification setting.  ... 
doi:10.1109/cvprw.2008.4563120 dblp:conf/cvpr/XuVKAB08 fatcat:u4pjz2ycuvb6np3ex2btyfxwue

Spectral minutiae representations of fingerprints enhanced by quality data

Haiyun Xu, Raymond N.J. Veldhuis
2009 2009 IEEE 3rd International Conference on Biometrics: Theory, Applications, and Systems  
Therefore, in this paper, we introduce a quality integrated spectral minutiae algorithm, in which the minutiae quality information is incorporated to enhance the performance of the spectral minutiae fingerprint  ...  Many fingerprint recognition systems are based on minutiae matching. However, the recognition accuracy of minutiae-based matching algorithms is highly dependent on the fingerprint minutiae quality.  ...  Spectral Minutiae Representations Assume we have a fingerprint with Z minutiae.  ... 
doi:10.1109/btas.2009.5339064 fatcat:nzv37k73bbamjjaxc7ksql3bze

A Fast Minutiae-Based Fingerprint Recognition System

Haiyun Xu, R.N.J. Veldhuis, T.A.M. Kevenaar, T.A.H.M. Akkermans
2009 IEEE Systems Journal  
The spectral minutiae representation is a method to represent a minutiae set as a fixed-length feature vector, which is invariant to translation, and in which rotation and scaling become translations,  ...  This paper presents the performance of the spectral minutiae fingerprint recognition system and shows a matching speed with 125 000 comparisons per second on a PC with Intel Pentium D processor 2.80 GHz  ...  Measurements We test the spectral minutiae representation in a verification setting. The matching performance of a fingerprint verification system can be evaluated by means of several measures.  ... 
doi:10.1109/jsyst.2009.2034945 fatcat:ub5sixqdxba3rcvzzuokix7ftq

Binary Representations of Fingerprint Spectral Minutiae Features

Haiyun Xu, Raymond N.J. Veldhuis
2010 2010 20th International Conference on Pattern Recognition  
The spectral minutiae representation is a method to represent a minutiae set as a fixed-length real-valued feature vector.  ...  In order to be able to apply the spectral minutiae representation with a template protection scheme, we introduce two novel methods to quantize the spectral minutiae features into binary strings: Spectral  ...  We obtain the minutiae sets using the VeriFinger minutiae extractor [1] (VeriFinger Extractor Version 5.0.2.0 is used). We test our algorithm in a verification setting.  ... 
doi:10.1109/icpr.2010.302 dblp:conf/icpr/XuV10 fatcat:ndnjzcmlhnaqhel4dwu6hzq244

A Survey on Various Approaches to Fingerprint Matching for Personal Verification and Identification

Shoba Dyre, Sumathi C.P
2016 International Journal of Computer Science & Engineering Survey  
Now fingerprints are set to explode in popularity as they are being used to secure smart phones and to authorize payments in online stores.  ...  Automatic Fingerprint authentication for personal identification and verification has received considerable attention over the past decades among various biometric techniques because of the distinctiveness  ...  Haiyun Xu et.al [9] presented a novel method of spectral minutiae representation for fingerprint verification.  ... 
doi:10.5121/ijcses.2016.7401 fatcat:x365yrgbmzcefluz7uq7pzxegu

Spectral Minutiae Fingerprint Recognition System

S. Shanawaz Basha, N. Musrat Sultana
2014 International journal of computer and communication technology  
The spectral minutiae representation system tends to significantly reduce the false acceptance rate with a marginal increase in the false rejection rate.  ...  This paper presents the performance of the spectral minutiae fingerprint recognition system, this fast operation renders our system suitable for a large-scale fingerprint identification system, thus significantly  ...  EXPERIMENTS Measurements We test the spectral minutiae representation in a verification setting.  ... 
doi:10.47893/ijcct.2014.1228 fatcat:x77bzuxsajgwdgyvdz45l44csq

GMM-SVM Fingerprint Verification Based on Minutiae Only

Berkay Topcu, Yusuf Ziya Isik, Hakan Erdogan
2016 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)  
However, such a template is not directly applicable to fingerprint minutiae representation which by its nature is of variable size.  ...  Most fingerprint recognition systems use minutiae information, which is an unordered collection of minutiae locations and orientations.  ...  In the spectral minutiae representation [27] , each minutia location is coded by an isotropic two-dimensional Gaussian function in the spatial domain.  ... 
doi:10.1109/cvprw.2016.34 dblp:conf/cvpr/TopcuIE16 fatcat:tg73s67lyjaldbrdgeq2ohazkm

Complex spectral minutiae representation for fingerprint recognition

Haiyun Xu, Raymond N.J. Veldhuis
2010 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops  
The spectral minutiae representation is designed for combining fingerprint recognition with template protection.  ...  In this paper, we introduce the complex spectral minutiae representation (SMC): a spectral representation of a minitiae set, as the locationbased and the orientation-based spectral minutiae representations  ...  This motivated us to design another spectral minutiae representation that incorporates minutiae orientations: the complex spectral minutiae representation (SMC).  ... 
doi:10.1109/cvprw.2010.5544605 dblp:conf/cvpr/XuV10 fatcat:4f5tbl44n5co7ihddfv5jut2xi

Gabor Filter-based Multiple Enrollment Fingerprint Recognition

Fred Kaggwa, John Ngubiri, Florence Tushabe
2016 International Journal of Computer Applications  
The Gabor filter-based multiple enrollment fingerprint recognition method was compared with a spectral minutiae-based method using two fingerprint databases; FVC 2000-DB2-A and FVC 2006-DB2-A.  ...  Minutiae-based matching techniques have been widely used in the implementation of multiple enrollment fingerprint recognition systems.  ...  Once the transformation into a Spectral Minutiae representation is done, direct matching follows by correlation between the two Spectral images and a similarity score is generated.  ... 
doi:10.5120/ijca2016909210 fatcat:jej6ix4lzngn5fba3pxqxmblbq

FIVDL: Fingerprint Image Verification using Dictionary Learning

J.S. Arunalatha, V. Tejaswi, K. Shaila, Dinesh Anvekar, K.R. Venugopal, S.S. Iyengar, L.M. Patnaik
2015 Procedia Computer Science  
A novel Exemplar technique of Fingerprint Image Verification using Dictionary Learning (FIVDL) is proposed to improve the performance of low quality fingerprints, where Dictionary learning method reduces  ...  The dictionary is constructed using spatial fundamental frequency that is determined from the spectral features.  ...  Verification is performed on reconstructed image from dictionary patches on using minutiae feature extractor and orientation-based descriptor matcher.  ... 
doi:10.1016/j.procs.2015.06.055 fatcat:namlio774nbshhg4754oyaysua
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