Sensor Interoperability and Fusion in Fingerprint Verification: A Case Study using Minutiae-and Ridge-Based Matchers

F. Alonso-Fernandez; Raymond N.J. Veldhuis; A.M. Bazen; J. Fierrez-Aguilar; J. Ortega-Garcia

doi:10.1109/ICARCV.2006.345483

Sensor Interoperability and Fusion in Fingerprint Verification: A Case Study using Minutiae-and Ridge-Based Matchers

F. Alonso-Fernandez, Raymond N.J. Veldhuis, A.M. Bazen, J. Fierrez-Aguilar, J. Ortega-Garcia

Research output: Contribution to conference › Paper › Academic › peer-review

29 Citations (Scopus)

Abstract

Information fusion in fingerprint recognition has been studied in several papers. However, only a few papers have been focused on sensor interoperability and sensor fusion. In this paper, these two topics are studied using a multisensor database acquired with three different fingerprint sensors. Authentication experiments using minutiae and ridge-based matchers are reported. Results show that the performance drops dramatically when matching images from different sensors. We have also observed that fusing scores from different sensors results in better performance than fusing different instances from the same sensor

Original language	Undefined
Pages	1-6
Number of pages	6
DOIs	https://doi.org/10.1109/ICARCV.2006.345483
Publication status	Published - 5 Dec 2006
Event	9th International Conference on Control, Automation, Robotics and Vision, ICARCV 2006 - Grand Hyatt Singapore, Singapore, Singapore Duration: 5 Dec 2006 → 8 Dec 2006 Conference number: 9

Conference

Conference	9th International Conference on Control, Automation, Robotics and Vision, ICARCV 2006
Abbreviated title	ICARCV
Country	Singapore
City	Singapore
Period	5/12/06 → 8/12/06

Keywords

SCS-Safety
ridge-based matching
minutiae-based matching
Fingerprint recognition
Fingerprint verification
sensor interoperability
IR-76462
fingerprint sensors
Information fusion
image matching
Sensor fusion
multisensor database
EWI-19853

Access to Document

10.1109/ICARCV.2006.345483

http://eprints.eemcs.utwente.nl/secure2/19853/01/Alonso06_Sensor_Interoperability_and_Fusion_in_Fingerprint_Verification_A_Case_Study_using_Minutiae-and_Ridge-Based_Matchers.pdf

Cite this

Alonso-Fernandez, F., Veldhuis, R. N. J., Bazen, A. M., Fierrez-Aguilar, J., & Ortega-Garcia, J. (2006). Sensor Interoperability and Fusion in Fingerprint Verification: A Case Study using Minutiae-and Ridge-Based Matchers. 1-6. Paper presented at 9th International Conference on Control, Automation, Robotics and Vision, ICARCV 2006, Singapore, Singapore. https://doi.org/10.1109/ICARCV.2006.345483

@conference{3846d27bc9254d3686b4473f00e11b9e,

title = "Sensor Interoperability and Fusion in Fingerprint Verification: A Case Study using Minutiae-and Ridge-Based Matchers",

abstract = "Information fusion in fingerprint recognition has been studied in several papers. However, only a few papers have been focused on sensor interoperability and sensor fusion. In this paper, these two topics are studied using a multisensor database acquired with three different fingerprint sensors. Authentication experiments using minutiae and ridge-based matchers are reported. Results show that the performance drops dramatically when matching images from different sensors. We have also observed that fusing scores from different sensors results in better performance than fusing different instances from the same sensor",

keywords = "SCS-Safety, ridge-based matching, minutiae-based matching, Fingerprint recognition, Fingerprint verification, sensor interoperability, IR-76462, fingerprint sensors, Information fusion, image matching, Sensor fusion, multisensor database, EWI-19853",

author = "F. Alonso-Fernandez and Veldhuis, {Raymond N.J.} and A.M. Bazen and J. Fierrez-Aguilar and J. Ortega-Garcia",

year = "2006",

month = dec,

day = "5",

doi = "10.1109/ICARCV.2006.345483",

language = "Undefined",

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note = "null ; Conference date: 05-12-2006 Through 08-12-2006",

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Alonso-Fernandez, F, Veldhuis, RNJ, Bazen, AM, Fierrez-Aguilar, J & Ortega-Garcia, J 2006, 'Sensor Interoperability and Fusion in Fingerprint Verification: A Case Study using Minutiae-and Ridge-Based Matchers', Paper presented at 9th International Conference on Control, Automation, Robotics and Vision, ICARCV 2006, Singapore, Singapore, 5/12/06 - 8/12/06 pp. 1-6. https://doi.org/10.1109/ICARCV.2006.345483

Sensor Interoperability and Fusion in Fingerprint Verification: A Case Study using Minutiae-and Ridge-Based Matchers. / Alonso-Fernandez, F.; Veldhuis, Raymond N.J.; Bazen, A.M.; Fierrez-Aguilar, J.; Ortega-Garcia, J.

2006. 1-6 Paper presented at 9th International Conference on Control, Automation, Robotics and Vision, ICARCV 2006, Singapore, Singapore.

Research output: Contribution to conference › Paper › Academic › peer-review

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AU - Alonso-Fernandez, F.

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AU - Bazen, A.M.

AU - Fierrez-Aguilar, J.

AU - Ortega-Garcia, J.

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AB - Information fusion in fingerprint recognition has been studied in several papers. However, only a few papers have been focused on sensor interoperability and sensor fusion. In this paper, these two topics are studied using a multisensor database acquired with three different fingerprint sensors. Authentication experiments using minutiae and ridge-based matchers are reported. Results show that the performance drops dramatically when matching images from different sensors. We have also observed that fusing scores from different sensors results in better performance than fusing different instances from the same sensor

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KW - Fingerprint recognition

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KW - IR-76462

KW - fingerprint sensors

KW - Information fusion

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Alonso-Fernandez F, Veldhuis RNJ, Bazen AM, Fierrez-Aguilar J, Ortega-Garcia J. Sensor Interoperability and Fusion in Fingerprint Verification: A Case Study using Minutiae-and Ridge-Based Matchers. 2006. Paper presented at 9th International Conference on Control, Automation, Robotics and Vision, ICARCV 2006, Singapore, Singapore. https://doi.org/10.1109/ICARCV.2006.345483