Indonesian Journal of Electrical Engineering and Computer Science
Vol 20, No 1: October 2020

Multimodal access control system combining RFID, fingerprint and facial recognition

Mohamed El Beqqal (University Mohammed First)
Mostafa Azizi (University Mohammed First)
Jean Louis Lanet (Institute inria)



Article Info

Publish Date
01 Oct 2020

Abstract

Monomodal biometry does not constitute an effective measure to meet the desired performance requirements for large-scale applications, due to limita-tions such as noisy data, restricted degree of freedom and unacceptable error rates. Some of these problems can be solved through multimodal biometric systems that involve using a combination of two or more biometric modali-ties in a single identification system. Identification based on multiple biomet-rics represents an emerging trend. The reason for combining different modal-ities is to improve the recognition rate. In practice, multi-biometric aims to reduce the false acceptance ratio (FAR) and false rejection ratio (FRR) which are two standard metrics widely used in the accuracy of biometric sys-tems. In this paper, we will examine the different possible scenario in multi-modal biometric systems using RFID, fingerprint and facial recognition, that can be adopted to merge information and improve the overall accuracy of the system.

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