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Asynchronous Processing for Latent Fingerprint Identification on Heterogeneous CPU-GPU Systems
2020
IEEE Access
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Our approach reduces idle times in processing and exploits the inherent parallelism of comparing latent fingerprints to fingerprint impressions. ...
Latent fingerprint identification is one of the most essential identification procedures in criminal investigations. ...
The most accurate latent fingerprint identification algorithm among those which are based solely on minutiae structures finds deformable clusters of matching minutiae pairs in local regions by performing ...
doi:10.1109/access.2020.3005476
fatcat:23ts67xzofd3xmt5e4jyyqvnbi
A fingerprint identification algorithm by clus-tering similarity
2005
Science in China Series F Information Sciences
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To decrease multi-spectrum noises in a fingerprint, we first use a dyadic scale space (DSS) method for image enhancement. ...
This paper introduces a fingerprint identification algorithm by clustering similarity with the view to overcome the dilemmas encountered in fingerprint identification. ...
Minutiae matching using clustering method In our matching, fingerprint F is matched to fingerprint G with the following steps. ...
doi:10.1360/04yf0113
fatcat:arlnjd7esfhspesvu7nw36fxni
Fingerprint Indexing Approaches for Biometric Database: A Review
2015
International Journal of Computer Applications
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Fingerprint indexing is based on the local ridge line orientation, global feature, minutiae and other features. ...
This paper presents a survey on the fingerprint indexing methods that are currently available and some of them are presented. ...
Cappelli et al[9] Hash-based indexing method is used to accelerate fingerprint identification process.
Use of minutiae triplets and MCC. ...
doi:10.5120/ijca2015907150
fatcat:jbqyxtqycjenffgyvn42y4mkom
An identity-authentication system using fingerprints
1997
Proceedings of the IEEE
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We have developed an improved minutiae-extraction algorithm that is faster and more accurate than our earlier algorithm [58] . An alignment-based minutiae-matching algorithm has been proposed. ...
A complete authentication procedure, on average, takes about 1.4 seconds on a Sun ULTRA 1 workstation (it is expected to run as fast or faster on a 200 HMz Pentium [7] ). ...
MINUTIAE EXTRACTION Fingerprint authentication is based on the matching of minutiae patterns. ...
doi:10.1109/5.628674
fatcat:thleht4avnhb5k56lxs7a5xsj4
Minutiae-based fingerprint matching decomposition: Methodology for big data frameworks
2017
Information Sciences
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Fingerprint recognition, and in particular minutiae-based matching methods, are ever more deeply implanted into many companies and institutions. ...
The decomposition allows to adapt any minutiae-based algorithm to frameworks such as MapReduce or Apache Spark. ...
Most of the recent proposals for fingerprint matching combine these two approaches into a first local matching procedure, followed by a global consolidation step from which they obtain the final matching ...
doi:10.1016/j.ins.2017.05.001
fatcat:djn5v67khndtlpve5nsfvzsgla
A survey on fingerprint minutiae-based local matching for verification and identification: Taxonomy and experimental evaluation
2015
Information Sciences
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In particular, we focus on local minutiae-based matching algorithms, which provide good performance with an excellent trade-off between efficacy and efficiency. ...
Then, we include an experimental evaluation involving the most representative local minutiae-based matching models in both verification and evaluation tasks. ...
Background in Fingerprint Minutiae Matching Fingerprint matching is a crucial step in both verification and identification problems. ...
doi:10.1016/j.ins.2015.04.013
fatcat:4fq4tswnajdo5dnwv5433mipq4
Fingerprint attack against touch-enabled devices
2012
Proceedings of the second ACM workshop on Security and privacy in smartphones and mobile devices - SPSM '12
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To the best of our knowledge, we are the first using fingerprint powder on touch screen and inferring passwords from fingerprints. Video at http://www.youtube.com/watch? ...
We then sharpen the fingerprints in an image via various image processing techniques and design effective algorithms to automatically map fingerprints to a keypad in order to infer tapped passwords. ...
Fine matching is able to process deformed minutiae and adds new matched AOV pairs into the matched pair set. Finally AOV scores of all matched pairs are summed. ...
doi:10.1145/2381934.2381947
dblp:conf/ccs/ZhangXLLLF12
fatcat:evzazhh4vvahxixdp2xkdbxqvu
A STUDY ON MULTIPLE METHODS OF FINGERPRINT HASH CODE GENERATION BASED ON MD5 ALGORITHM USING MODIFIED FILTERING TECHNIQUES AND MINUTIAE DETAILS
2021
Zenodo
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A STUDY ON MULTIPLE METHODS OF FINGERPRINT HASH CODE GENERATION BASED ON MD5 ALGORITHM USING MODIFIED FILTERING TECHNIQUES AND MINUTIAE DETAILS - Thesis ...
One of the critical, fingerprint matching is minutiae based-ridge ending and bifurcation. ...
In fingerprint recognition system, there exist two types of matching algorithms one is minutiae based algorithm and another one is non-minutia or pattern based algorithm. ...
doi:10.5281/zenodo.5140714
fatcat:steqwl6bcrg3volizjwqk2weuu
A Survey on 2D and 3D Contactless Fingerprint Biometrics: A Taxonomy, Review, and Future Directions
2021
IEEE Open Journal of the Computer Society
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Therefore, it is necessary and important to conduct a comprehensive survey on contactless fingerprint biometric technology, review the latest research findings on 2D and 3D contactless fingerprint recognition ...
These advantages have paved the way for new 2D or 3D contactless fingerprint-based applications and have promoted a larger number of academic publications in recent years. ...
[37] proposed a matching algorithm based on 3D minutiae tetrahedron alignment. Yin et al. ...
doi:10.1109/ojcs.2021.3119572
fatcat:t57zwgsq4bdghgkqzui4ajh54u
K-Svd: Algorithm For Fingerprint Compression Based On Sparse Representation
2015
Zenodo
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One more fingerprint compression algorithm based on sparse representation using K-SVD algorithm is introduced. ...
In the algorithm, First we construct a dictionary for predefined fingerprint photocopy patches. ...
In most Automatic Fingerprint identification System (AFIS), the main feature used to match two fingerprint images are minutiae (ridges endings and bifurcations). ...
doi:10.5281/zenodo.1467523
fatcat:awhkgozz7raebn2jhphqvnhilq
User-Centric Key Entropy: Study of Biometric Key Derivation Subject to Spoofing Attacks
2017
Entropy
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A practical implementation is proposed using fingerprint and iris as biometrics and the fuzzy extractor for biometric key extraction. ...
This paper is a study on the implications of spoofing biometric data for retrieving the derived key. ...
Acknowledgments: The work described in the paper was partially supported by a grant from City University of Hong Kong (Project No. 7004473). ...
doi:10.3390/e19020070
fatcat:2kgnzbxl6bcrbptrb5w6oqg6my
State of the Art in Vascular Biometrics
[chapter]
2019
Advances in Computer Vision and Pattern Recognition
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the move, and finally eventual disease impact on recognition and template privacy issues. ...
This book chapter provides a comprehensive discussion of the respective state of the art, covering hand-oriented techniques (finger vein, palm vein, (dorsal) hand vein and wrist vein recognition) as well ...
Another approach based on classical LBP features applies a vasculature-minutiae-based alignment as first stage [139] . ...
doi:10.1007/978-3-030-27731-4_1
fatcat:e3kxblj74verhaouxrjmnt6axe
BIOSIG 2021 - Complete Volume
2021
Biometrics and Electronic Signatures
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This work presents an application of one of the largest twin datasets compiled to date to address two FR challenges: 1) determining a baseline measure of facial similarity between identical twins and 2 ...
) applying this similarity measure to determine the impact of doppelgangers, or look-alikes, on FR performance for large face datasets. ...
Acknowledgements
Acknowledgements We gratefully thank the Austrian Airlines for their cooperation, situating the FP capturing devices on one of their air planes for 127 days in 2017. ...
dblp:conf/biosig/X21
fatcat:susbfwcwi5dljbhxc4xxyv6dnq
Feature Extraction for Finger-Vein-Based Identity Recognition
2021
Journal of Imaging
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The presented study is designed in a systematic way in order to bring light to the scientific interest for biometric systems based on finger vein biometric features. ...
The examined feature extraction algorithms are clustered into five categories and are presented in a qualitative manner by focusing mainly on the techniques applied to represent the features of the finger ...
[25] proposed a minutiae matching method based on singular value decomposition (SVD), which consists of three distinct processing steps: minutia pairing, false pair removal, and score calculating. ...
doi:10.3390/jimaging7050089
pmid:34460685
pmcid:PMC8321326
fatcat:r4epe2lg6vfvrepjlfhut7qx2i
Finger Vein Biometrics: Taxonomy Analysis, Open Challenges, Future Directions and Recommended Solution for Decentralised Network Architectures
2020
IEEE Access
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The final set of collected articles related to FV biometric authentication systems is divided into software-and hardware-based systems. ...
This research focuses on articles related to the keywords 'biometrics', 'finger veins' and 'verification' and their variations in three major databases, namely, Web of Science, ScienceDirect and IEEE Xplore ...
Study [32] proposed a cancellable biometric system based on fingerprints and FVs that combines the minutiae of FV and fingerprint features. ...
doi:10.1109/access.2020.2964788
fatcat:m47a5abynjcltmu622qooqyvfa
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