Identity verification using audio-visual features

Author

Alim, Oasy Abdel ; Elboughdadly, Neamat ; El Morchedi, C. ; Safwat, Eman ; Abouelseoud, Gehan ; Badry, Nadia El ; Mohsen, Nevin

Author_Institution

Dept. of Electr. Eng., Alexandria Univ., Egypt

fYear

2000

fDate

2000

Abstract

A simple straightforward strategy to build a security system using audio-visual clues is proposed. A series of face and audio-visual verification is used to construct the system. The practical considerations that lead to specific data representation methods, design procedure, decision making criteria and subjective performance evaluation criteria involved in the research is illustrated. An account of the reasons behind choosing the used features and neural network architectures is included. Preliminary results of testing some of the nodes of the system on their members as well as intruders are shown

Keywords

audio-visual systems; biometrics (access control); face recognition; feedforward neural nets; neural net architecture; radial basis function networks; security; speaker recognition; audio-visual clues; audio-visual features; audio-visual verification; biometrics; data representation methods; decision making criteria; design procedure; face identification; face verification; feature extraction; feedforward neural network; identity verification; intruders; neural network architectures; radial basis function neural net; research; security system; subjective performance evaluation criteria; testing results; voice verification; Acoustic noise; Cepstral analysis; Error analysis; Face detection; Face recognition; Facial features; Image databases; Neural networks; Security; Spatial databases;

fLanguage

English

Publisher

ieee

Conference_Titel

Radio Science Conference, 2000. 17th NRSC '2000. Seventeenth National

Conference_Location

Minufiya

Print_ISBN

977-5031-64-8

Type

conf

DOI

10.1109/NRSC.2000.838939

Filename

838939