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Raspberry Pi and IOT Based-Automated Teller Machine Security for the DSWD 4P's Biometric System Using Fingerprint Recognition with Fast- Fourier Transform Image Enhancement, Multi-Stage Minutia Extraction

Authors:

Ericson D. Dimaunahan,

Alejandro H. Ballado, Jr.,

Febus Reidj G. CruzAuthors Info & Claims

ICACS '17: Proceedings of the 1st International Conference on Algorithms, Computing and Systems

Pages 3 - 8

https://doi.org/10.1145/3127942.3127945

Published: 10 August 2017 Publication History

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Abstract

Card skimming and identity theft in ATMs transactions are prevalent nowadays. The use of the common PIN system together with the use of fingerprint as one's identification, eliminating the card skimming- and theft-prone typical card when the PIN is known, strengthens the current ATM transaction process. Images from fingerprint sensors undergo a multi-step process to provide proper user identification when transacting in ATMs. The researcher came up with the idea of designing a system to eliminate possibilities of card skimming and identity theft with the use of a fingerprint identification which is unique for each person. The system uses Fast Fourier Transform as one of its image process to produce better image quality to be used for minutiae identifications. The system's simulated performance indices showed an FAR and FRR of 0% and 15.79%, respectively, and accuracy of 92.11%. The image is remotely transmitted to a distant server wirelessly, implementing a full Internet of Things providing the system a better mobility for mobile ATM Setups in far places.

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Cited By

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Linsangan NCaridad BDe Vera AJuanatas R(2022)A Spoof Detecting Fingerprint Reader Based on a Combination of Total Internal Reflection and Direct Image Capture2022 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET)10.1109/IICAIET55139.2022.9936823(1-6)Online publication date: 13-Sep-2022
https://doi.org/10.1109/IICAIET55139.2022.9936823
Enriquez III ATuazon GDimaunahan EBallado A(2021)Development of a Non-contact Two-Tier Biometric Security System for the DSWD 4Ps using Iris recognition and Speech Recognition2021 4th International Seminar on Research of Information Technology and Intelligent Systems (ISRITI)10.1109/ISRITI54043.2021.9702822(550-555)Online publication date: 16-Dec-2021
https://doi.org/10.1109/ISRITI54043.2021.9702822
Dimililer KKayalı D(2021)Image Enhancement in Healthcare Applications: A ReviewArtificial Intelligence and Machine Learning for COVID-1910.1007/978-3-030-60188-1_6(111-140)Online publication date: 20-Feb-2021
https://doi.org/10.1007/978-3-030-60188-1_6
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Index Terms

Raspberry Pi and IOT Based-Automated Teller Machine Security for the DSWD 4P's Biometric System Using Fingerprint Recognition with Fast- Fourier Transform Image Enhancement, Multi-Stage Minutia Extraction
1. Security and privacy
  1. Network security
    1. Mobile and wireless security

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ICACS '17: Proceedings of the 1st International Conference on Algorithms, Computing and Systems

August 2017

117 pages

ISBN:9781450352840

DOI:10.1145/3127942

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Published: 10 August 2017

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ICACS '17: 2017 International Conference on Algorithms, Computing and Systems

August 10 - 13, 2017

Jeju Island, Republic of Korea

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Linsangan NCaridad BDe Vera AJuanatas R(2022)A Spoof Detecting Fingerprint Reader Based on a Combination of Total Internal Reflection and Direct Image Capture2022 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET)10.1109/IICAIET55139.2022.9936823(1-6)Online publication date: 13-Sep-2022
https://doi.org/10.1109/IICAIET55139.2022.9936823
Enriquez III ATuazon GDimaunahan EBallado A(2021)Development of a Non-contact Two-Tier Biometric Security System for the DSWD 4Ps using Iris recognition and Speech Recognition2021 4th International Seminar on Research of Information Technology and Intelligent Systems (ISRITI)10.1109/ISRITI54043.2021.9702822(550-555)Online publication date: 16-Dec-2021
https://doi.org/10.1109/ISRITI54043.2021.9702822
Dimililer KKayalı D(2021)Image Enhancement in Healthcare Applications: A ReviewArtificial Intelligence and Machine Learning for COVID-1910.1007/978-3-030-60188-1_6(111-140)Online publication date: 20-Feb-2021
https://doi.org/10.1007/978-3-030-60188-1_6
Saad Emam Saad A(2019)A Systematical Review Study to Investigate the Use of Biometric Security Techniques in Automatic Teller Machines: Insight from the Past 15 Years2019 1st International Informatics and Software Engineering Conference (UBMYK)10.1109/UBMYK48245.2019.8965494(1-4)Online publication date: Nov-2019
https://doi.org/10.1109/UBMYK48245.2019.8965494
Dimaunahan EBallado ACruz FDela Cruz J(2017)MFCC and VQ voice recognition based ATM security for the visually disabled2017IEEE 9th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment and Management (HNICEM)10.1109/HNICEM.2017.8269516(1-5)Online publication date: Dec-2017
https://doi.org/10.1109/HNICEM.2017.8269516

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A fingerprint and finger-vein based cancelable multi-biometric system

Fingerprint image processing and minutiae extraction for fuzzy vault

Fingerprint image processing and fuzzy vault implementation

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