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Fast Fingerprint Matching Based on the Novel Structure Combining the Singular Point with Its Neighborhood Minutiae [chapter]

Peng Shi, Jie Tian, Weihua Xie, Xin Yang
2006 Lecture Notes in Computer Science  
This algorithm can be used in the one-tomany matching of the on-line fingerprint identification system.  ...  It can reject the spurious singular points detected by the Poincare index.  ...  The noise of the input image always causes spurious singular points detection by Poincare index. And the impact of singular points detection on matching is discussed by Chikkerur and Ratha in [9] .  ... 
doi:10.1007/11892755_83 fatcat:bxdol2uvarcf3hs2fzrpj2v27q

FingRF: A Generalized Fingerprints Research Framework [chapter]

Ali Ismail Awad, Kensuke Baba
2012 Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering  
The common shortage of these contributions is the missing of complete platform to ensemble all system components to study the impact of developing one component on the others.  ...  matching.  ...  Singular points detection is an essential concept of fingerprint recognition and classification.  ... 
doi:10.1007/978-3-642-32573-1_1 fatcat:hcuhdpvqfzgdjft22gsftklxee

Minutiae-based Fingerprint Extraction and Recognition [chapter]

Naser Zaeri
2011 Biometrics  
., 2010) proposed another fingerprint recognition that is based on singularity points detection and singularity regions analysis.  ...  Moreover, (Militello et al., 2008) proposed a fingerprint recognition approach based on core and delta singularity points detection.  ...  The key objective of the book is to provide comprehensive reference and text on human authentication and people identity verification from both physiological, behavioural and other points of view.  ... 
doi:10.5772/17527 fatcat:6el7apsjwjfzbit6pio6fhdshu

Authentication using Hashed Fingerprint

Kawther A., Salah M.
2018 International Journal of Computer Applications  
Then, the hashing concept has been applied on the calculated distance between each feature extracted inside the region of interest and the core point.  ...  It is shown by the experiments that the presented verification system improves the features extraction accuracy and the performance of the matching process.  ...  Figure (3) Minutiae Extraction Singular Point Detection Singular points are important features of fingerprints and are widely used for fingerprint classification and matching; hence, it is important  ... 
doi:10.5120/ijca2018916677 fatcat:bekfv7jwwrfoneph2ndypkpzc4

Separating Overlapped Fingerprints

Fanglin Chen, Jianjiang Feng, Anil K. Jain, Jie Zhou, Jin Zhang
2011 IEEE Transactions on Information Forensics and Security  
We also propose an algorithm to utilize fingerprint singularity information to further improve the separation performance.  ...  However, there are situations where several fingerprints overlap on top of each other.  ...  Widman at West Virginia University for providing some of the overlapped latent fingerprints.  ... 
doi:10.1109/tifs.2011.2114345 fatcat:oki75edrancs5hta7bz6ygfriy

Dictionary Based Renovation from Minuzie to Image

2015 International Journal of Science and Research (IJSR)  
The set of minuzie points is considered to be most unique features for fingerprint delineation and is largely applicator in fingerprint matching.  ...  In this paper, the previous experience about fingerprint ridge structures is conceal in terms of orientation patch and continuous phase patch dictionaries to improve the fingerprint renovation.  ...  The ridge structure other to boost the identification accuracy of the AFIS. of the parent fingerprint is generated by applying 7) Latent Fingerprint Matching: Performance Gain streamlines and LIC on the  ... 
doi:10.21275/v4i11.27101501 fatcat:o4ib2qwclfclnb5d3yi3ye2pc4

An Overview of Fingerprint Classification Techniques

2018 International Journal for Research in Applied Science and Engineering Technology  
All of the above mentioned classifiers or classification techniques are based on machine learning processes. Machine learning (ML) techniques were accurate and fast in processing.  ...  Fingerprint-based systems were mostly used for authentication of individual's information and its identity by comparing with data stored in a database.  ...  This level is used in FP matching. Level 3 Table No - No 2: Characteristics of five classes of fingerprints. Classes Definition Arch FP have no singular points (SP).  ... 
doi:10.22214/ijraset.2018.4041 fatcat:ffflu7qh6vbl3n6xnqjgjuhtrm

Fingerprint image quality assessment based on BP neural network with hierarchical clustering

Jun Liu, Jia Yan, Dexiang Deng, Ruijue Zhang
2019 IET Information Security  
Fingerprint image quality assessment is important because the good performance of the minutiae-based matching algorithm is heavily dependent on fingerprint images with high quality.  ...  The experimental results based on the FVC2002 and FVC2004 databases show that the proposed methods can effectively assess the quality of fingerprint images and ensure the overall improvement of matching  ...  Acknowledgment This work funded in part by the National Natural Science Foundation of China under grant no.61701351.  ... 
doi:10.1049/iet-ifs.2019.0040 fatcat:qwewvhmmvrgynmravbxaexq5wa

Estimating Ridge Topologies with High Curvature for Fingerprint Authentication Systems

Y. Wang, J. Hu
2007 2007 IEEE International Conference on Communications  
Our experimental results show that the resulting combination approach can improve the overall topology estimation and thus the end performance of a fingerprint authentication system.  ...  A combination approach of different models is a way to address the problem.  ...  The authors would also like to thank Professor Zhou and his assistants of the Tsing Hua University for their kind supports on our implementation of their combination model [7] .  ... 
doi:10.1109/icc.2007.200 dblp:conf/icc/WangH07 fatcat:kwgoi6u5knbp5p4dlc552h5ph4

Singular-minutiae points relationship-based approach to fingerprint matching

Iwasokun G. B, Akinyokun O. C
2015 Artificial intelligence research  
In this study, singular-minutiae points relationship-based algorithm is proposed for addressing the problem of alignment of two minutiae feature vectors in fingerprint matching.  ...  With correct results, the reference fingerprint is correctly matched to one or more fingerprints from the same person while in the case of false positive; the reference fingerprint is matched to one or  ...  SINGULAR-MINUTIAE POINT RELATIONSHIP-BASED FINGERPRINT MATCHING (SMP) The minutiae extracted from a fingerprint are often regarded as a set of scattered points around the singular point on the plane.  ... 
doi:10.5430/air.v5n1p78 fatcat:x47jkrlvhjekvn6xgvt4wb4ge4

Global Ridge Orientation Modeling for Partial Fingerprint Identification

Yi Wang, Jiankun Hu
2011 IEEE Transactions on Pattern Analysis and Machine Intelligence  
Existing studies on partial fingerprints focus on one-to-one matching using local ridge details.  ...  performance for partial fingerprint identification.  ...  The research of Jiankun Hu is supported in part by ARC Discovery Project DP0985838 and Linkage Project LP100100404.  ... 
doi:10.1109/tpami.2010.73 pmid:21088320 fatcat:tk7rt6spt5bwjcudg5o3mrdtom

A Fingerprint Orientation Model Based on 2D Fourier Expansion (FOMFE) and Its Application to Singular-Point Detection and Fingerprint Indexing

Yi Wang, Jiankun Hu, Damien Phillips
2007 IEEE Transactions on Pattern Analysis and Machine Intelligence  
In this paper, we have proposed a fingerprint orientation model based on 2D Fourier expansions (FOMFE) in the phase plane. The FOMFE does not require prior knowledge of singular points (SPs).  ...  Our statistical experiments on a public database show that the proposed FOMFE can significantly improve the accuracy of fingerprint feature extraction and thus that of fingerprint matching.  ...  ACKNOWLEDGMENTS The authors would like to acknowledge the support, including the kind provision of source code of their combination model [7] , of Professor Zhou Jie and his assistants at the Tsinghua  ... 
doi:10.1109/tpami.2007.1003 pmid:17299215 fatcat:jr6fig4u6rddbof466nwq4huje

A Survey on Fingerprint Identification Techniques

Parvathy J
2018 International Journal for Research in Applied Science and Engineering Technology  
This paper presents a common survey on latest advances on fingerprint matching and classification techniques.  ...  Fingerprint can be of poor quality due to various factors such as skin ailments, scars and other medical reasons.  ...  [6] A fingerprint orientation model based on 2D Fourier expansions (FOMFE) in the phase plane. The FOMFE does not require prior knowledge of singular points (SPs).  ... 
doi:10.22214/ijraset.2018.1267 fatcat:reopuiqlbjgkjgmkl32knq4hqm

Using Reference Point as Feature for Fingerprint Indexing [chapter]

Alfredo Muñoz-Briseño, Andrés Gago-Alonso, José Hernández-Palancar
2014 Lecture Notes in Computer Science  
This work introduces a new feature based on relative minutia position regarding a reference point. The introduction of this feature, allows the elimination of false matches generated by minutiae.  ...  Moreover, a novel algorithm for detecting the reference point in fingerprints is introduced.  ...  However, the performance of these approaches report some drawbacks in noisy or bad quality images, since false singularities can be detected.  ... 
doi:10.1007/978-3-319-12568-8_45 fatcat:5rg3x4iajnc7reowqgwhnkacni

Fingerprint Reconstruction: From Minutiae to Phase

Jianjiang Feng, A K Jain
2011 IEEE Transactions on Pattern Analysis and Machine Intelligence  
adopted one.  ...  The proposed reconstruction algorithm has been evaluated with respect to the success rates of type-I attack (match the reconstructed fingerprint against the original fingerprint) and type-II attack (match  ...  Larkin, Canon Information Systems Research Australia (CiSRA), for his help in generating the synthetic fingerprint in Fig. 8 .  ... 
doi:10.1109/tpami.2010.77 pmid:21193805 fatcat:uvbfbf4agfbslhk36yxjt7su5u
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