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Independent Component Analysis Based Approach to Biometric Recognition

Authors :
M. Farhat
Ayman Alfalou
A. Mansour
Laboratoire ISEN (L@BISEN)
Institut supérieur de l'électronique et du numérique (ISEN)-YNCREA OUEST (YO)
Lab-STICC_ENSTAB_CACS_COM
Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance (Lab-STICC)
École Nationale d'Ingénieurs de Brest (ENIB)-Université de Bretagne Sud (UBS)-Université de Brest (UBO)-Télécom Bretagne-Institut Brestois du Numérique et des Mathématiques (IBNM)
Université de Brest (UBO)-Université européenne de Bretagne - European University of Brittany (UEB)-École Nationale Supérieure de Techniques Avancées Bretagne (ENSTA Bretagne)-Institut Mines-Télécom [Paris] (IMT)-Centre National de la Recherche Scientifique (CNRS)-École Nationale d'Ingénieurs de Brest (ENIB)-Université de Bretagne Sud (UBS)-Université de Brest (UBO)-Télécom Bretagne-Institut Brestois du Numérique et des Mathématiques (IBNM)
Université de Brest (UBO)-Université européenne de Bretagne - European University of Brittany (UEB)-École Nationale Supérieure de Techniques Avancées Bretagne (ENSTA Bretagne)-Institut Mines-Télécom [Paris] (IMT)-Centre National de la Recherche Scientifique (CNRS)
Mansour, Ali
Source :
Information and Communication Technologies: From Theory to Applications, 2008. ICTTA 2008, Information and Communication Technologies: From Theory to Applications, 2008. ICTTA 2008, Apr 2008, Damascus, Syria, HAL
Publication Year :
2008
Publisher :
HAL CCSD, 2008.

Abstract

International audience; Abstract--Biometric security systems such as Retina scanner, fingerprint and face recognition among others are the most recently developed security systems. The latest systems can be found in various situations (police checkpoints, airport facilities, . . . ). As they become widely used and requested, an increasing number of researchers are working in this field. In this paper, we propose a new Biometric Recognition method based on Independent Component Analysis technique "ICA".

Subjects

Subjects :
Biometrics
Computer science
[INFO.INFO-TS] Computer Science [cs]/Signal and Image Processing
Speech recognition
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
02 engineering and technology
Machine learning
computer.software_genre
Facial recognition system
[INFO.INFO-TS]Computer Science [cs]/Signal and Image Processing
Fingerprint
0202 electrical engineering, electronic engineering, information engineering
Signature recognition
[SPI.SIGNAL] Engineering Sciences [physics]/Signal and Image processing
business.industry
020206 networking & telecommunications
Fingerprint recognition
Independent component analysis
ComputingMethodologies_PATTERNRECOGNITION
Pattern recognition (psychology)
020201 artificial intelligence & image processing
Artificial intelligence
business
Retinal scan
computer
[SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing

Details

Language :
English
Database :
OpenAIRE
Journal :
Information and Communication Technologies: From Theory to Applications, 2008. ICTTA 2008, Information and Communication Technologies: From Theory to Applications, 2008. ICTTA 2008, Apr 2008, Damascus, Syria, HAL
Accession number :
edsair.doi.dedup.....90fac5abbeff2146d831fea676f150c4

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