Accelerated Biometric Fingerprint Search on a Multi-GPU Environment

Ricardo J. Barrientos; Hernandez Garcia Ruber; Marco Mora; Javier Riquelme Pizarro; David Laroze

doi:10.1109/CHILECON60335.2023.10418716

Accelerated Biometric Fingerprint Search on a Multi-GPU Environment

Ricardo J. Barrientos
, Hernandez Garcia Ruber
, Marco Mora
, Javier Riquelme Pizarro
, David Laroze

Institute of Higher Research

Universidad Católica del Maule

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

One of the largest biometric databases in Chile is fingerprints, which is also the most widely used biometric in the national context. In this sense, it is relevant to have efficient algorithms in execution time on this biometrics. In the current context of High Performance Computing, there are co-processors, such as GPUs (Graphic Processing Units) capable of accelerating algorithms efficiently with low monetary cost, low electrical cost and physical space. In this work, we propose the acceleration of a biometric fingerprint algorithm on a multi-GPU hardware platform.

Original language	English
Title of host publication	ChileCon 2023 - 2023 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9798350369533
DOIs	https://doi.org/10.1109/CHILECON60335.2023.10418716
State	Published - 2023
Event	2023 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, ChileCon 2023 - Hybrid, Valdivia, Chile Duration: 5 Dec 2023 → 7 Dec 2023

Publication series

Name	Proceedings - IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, ChileCon
ISSN (Print)	2832-1529
ISSN (Electronic)	2832-1537

Conference

Conference	2023 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, ChileCon 2023
Country/Territory	Chile
City	Hybrid, Valdivia
Period	5/12/23 → 7/12/23

Keywords

Biometrics
Fingerprint
GPU
High Performance Computing
Parallel Computing

Access to Document

10.1109/CHILECON60335.2023.10418716

Cite this

Barrientos, R. J., Ruber, H. G., Mora, M., Pizarro, J. R., & Laroze, D. (2023). Accelerated Biometric Fingerprint Search on a Multi-GPU Environment. In ChileCon 2023 - 2023 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies (Proceedings - IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, ChileCon). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CHILECON60335.2023.10418716

Barrientos, Ricardo J. ; Ruber, Hernandez Garcia ; Mora, Marco et al. / Accelerated Biometric Fingerprint Search on a Multi-GPU Environment. ChileCon 2023 - 2023 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies. Institute of Electrical and Electronics Engineers Inc., 2023. (Proceedings - IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, ChileCon).

@inproceedings{0bb82439686b4f34b36e75473c77d6c3,

title = "Accelerated Biometric Fingerprint Search on a Multi-GPU Environment",

abstract = "One of the largest biometric databases in Chile is fingerprints, which is also the most widely used biometric in the national context. In this sense, it is relevant to have efficient algorithms in execution time on this biometrics. In the current context of High Performance Computing, there are co-processors, such as GPUs (Graphic Processing Units) capable of accelerating algorithms efficiently with low monetary cost, low electrical cost and physical space. In this work, we propose the acceleration of a biometric fingerprint algorithm on a multi-GPU hardware platform.",

keywords = "Biometrics, Fingerprint, GPU, High Performance Computing, Parallel Computing",

author = "Barrientos, \{Ricardo J.\} and Ruber, \{Hernandez Garcia\} and Marco Mora and Pizarro, \{Javier Riquelme\} and David Laroze",

note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 2023 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, ChileCon 2023 ; Conference date: 05-12-2023 Through 07-12-2023",

year = "2023",

doi = "10.1109/CHILECON60335.2023.10418716",

language = "English",

series = "Proceedings - IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, ChileCon",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "ChileCon 2023 - 2023 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies",

address = "United States",

}

Barrientos, RJ, Ruber, HG, Mora, M, Pizarro, JR & Laroze, D 2023, Accelerated Biometric Fingerprint Search on a Multi-GPU Environment. in ChileCon 2023 - 2023 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies. Proceedings - IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, ChileCon, Institute of Electrical and Electronics Engineers Inc., 2023 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, ChileCon 2023, Hybrid, Valdivia, Chile, 5/12/23. https://doi.org/10.1109/CHILECON60335.2023.10418716

Accelerated Biometric Fingerprint Search on a Multi-GPU Environment. / Barrientos, Ricardo J.; Ruber, Hernandez Garcia; Mora, Marco et al.
ChileCon 2023 - 2023 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies. Institute of Electrical and Electronics Engineers Inc., 2023. (Proceedings - IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, ChileCon).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Accelerated Biometric Fingerprint Search on a Multi-GPU Environment

AU - Barrientos, Ricardo J.

AU - Ruber, Hernandez Garcia

AU - Mora, Marco

AU - Pizarro, Javier Riquelme

AU - Laroze, David

PY - 2023

Y1 - 2023

N2 - One of the largest biometric databases in Chile is fingerprints, which is also the most widely used biometric in the national context. In this sense, it is relevant to have efficient algorithms in execution time on this biometrics. In the current context of High Performance Computing, there are co-processors, such as GPUs (Graphic Processing Units) capable of accelerating algorithms efficiently with low monetary cost, low electrical cost and physical space. In this work, we propose the acceleration of a biometric fingerprint algorithm on a multi-GPU hardware platform.

AB - One of the largest biometric databases in Chile is fingerprints, which is also the most widely used biometric in the national context. In this sense, it is relevant to have efficient algorithms in execution time on this biometrics. In the current context of High Performance Computing, there are co-processors, such as GPUs (Graphic Processing Units) capable of accelerating algorithms efficiently with low monetary cost, low electrical cost and physical space. In this work, we propose the acceleration of a biometric fingerprint algorithm on a multi-GPU hardware platform.

KW - Biometrics

KW - Fingerprint

KW - GPU

KW - High Performance Computing

KW - Parallel Computing

UR - https://www.scopus.com/pages/publications/85189514199

U2 - 10.1109/CHILECON60335.2023.10418716

DO - 10.1109/CHILECON60335.2023.10418716

M3 - Conference contribution

AN - SCOPUS:85189514199

T3 - Proceedings - IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, ChileCon

BT - ChileCon 2023 - 2023 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2023 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, ChileCon 2023

Y2 - 5 December 2023 through 7 December 2023

ER -

Barrientos RJ, Ruber HG, Mora M, Pizarro JR, Laroze D. Accelerated Biometric Fingerprint Search on a Multi-GPU Environment. In ChileCon 2023 - 2023 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies. Institute of Electrical and Electronics Engineers Inc. 2023. (Proceedings - IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, ChileCon). doi: 10.1109/CHILECON60335.2023.10418716

Accelerated Biometric Fingerprint Search on a Multi-GPU Environment

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Keywords

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Cite this