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 conferencePaper

    25 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 languageUndefined
    Pages1-6
    Number of pages6
    DOIs
    Publication statusPublished - 5 Dec 2006
    Event9th International Conference on Control, Automation, Robotics and Vision, ICARCV 2006 - Grand Hyatt Singapore, Singapore, Singapore
    Duration: 5 Dec 20068 Dec 2006
    Conference number: 9

    Conference

    Conference9th International Conference on Control, Automation, Robotics and Vision, ICARCV 2006
    Abbreviated titleICARCV
    CountrySingapore
    CitySingapore
    Period5/12/068/12/06

    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

    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
    Alonso-Fernandez, F. ; Veldhuis, Raymond N.J. ; Bazen, A.M. ; Fierrez-Aguilar, J. ; Ortega-Garcia, J. / 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.6 p.
    @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 = "12",
    day = "5",
    doi = "10.1109/ICARCV.2006.345483",
    language = "Undefined",
    pages = "1--6",
    note = "null ; Conference date: 05-12-2006 Through 08-12-2006",

    }

    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 conferencePaper

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    T1 - Sensor Interoperability and Fusion in Fingerprint Verification: A Case Study using Minutiae-and Ridge-Based Matchers

    AU - Alonso-Fernandez, F.

    AU - Veldhuis, Raymond N.J.

    AU - Bazen, A.M.

    AU - Fierrez-Aguilar, J.

    AU - Ortega-Garcia, J.

    PY - 2006/12/5

    Y1 - 2006/12/5

    N2 - 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

    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

    KW - SCS-Safety

    KW - ridge-based matching

    KW - minutiae-based matching

    KW - Fingerprint recognition

    KW - Fingerprint verification

    KW - sensor interoperability

    KW - IR-76462

    KW - fingerprint sensors

    KW - Information fusion

    KW - image matching

    KW - Sensor fusion

    KW - multisensor database

    KW - EWI-19853

    U2 - 10.1109/ICARCV.2006.345483

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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