Search results for: MULTIMODAL BIOMETRICS

• Evaluation of Decision Fusion Methods for Multimodal Biometrics in the Banking Application

  Publication

  • P. Szczuko
  • A. Harasimiuk
  • A. Czyżewski

  - SENSORS - Year 2022

  An evaluation of decision fusion methods based on Dempster-Shafer Theory (DST) and its modifications is presented in the article, studied over real biometric data from the engineered multimodal banking client verification system. First, the approaches for multimodal biometric data fusion for verification are explained. Then the proposed implementation of comparison scores fusion is presented, including details on the application...

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• Analysis of results of large-scale multimodal biometric identity verification experiment

  Publication

  • P. Hoffmann
  • A. Czyżewski
  • P. Szczuko
  • A. Kurowski
  • M. Lech
  • M. Szczodrak

  - IET Biometrics - Year 2018

  An analysis of a large set of biometric data obtained during the enrolment and the verification phase in an experimental biometric system installed in bank branches is presented. Subjective opinions of bank clients and of bank tellers were also surveyed concerning the studied biometric methods in order to discover and to explore relations emerging from the obtained multimodal dataset. First, data acquisition and identity verification...

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• Performance Analysis of Developed Multimodal Biometric Identity Verification System

  Publication

  • A. Czyżewski
  • P. Bratoszewski
  • P. Hoffmann
  • A. Kurowski
  • M. Lech
  • M. Szczodrak

  - Elektronika : konstrukcje, technologie, zastosowania - Year 2018

  The bank client identity verification system developed in the course of the IDENT project is presented. The total number of five biometric modalities including: dynamic handwritten signature proofing, voice recognition, face image verification, face contour extraction and hand blood vessels distribution comparison have been developed and studied. The experimental data were acquired employing multiple biometric sensors installed...

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• Pilot Testing of Developed Multimodal Biometric Identity Verification System

  Publication

  • P. Bratoszewski
  • A. Czyżewski
  • P. Hoffmann
  • M. Lech
  • M. Szczodrak

  - Year 2017

  The bank client identity verification system developed in the course of the IDENT project is presented. The total number of five biometric modalities including: dynamic signature proofing, voice recognition, face image verification, face contour extraction and hand blood vessels distribution comparison have been developed and studied. The experimental data were acquired employing multiple biometric sensors installed at engineered...