04-Biometrics-Lecture-4-Part1-2008-10-13

04-Biometrics-Lecture-4-Part1-2008-10-13 - Master SC...

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1 Biometrics http://scgwww.epfl.ch/courses Master SC – Information and Communication Security Dr. Andrzej Drygajlo Speech Processing and Biometrics Group Signal Processing Institute Ecole Polytechnique Fédérale de Lausanne (EPFL) Center for Interdisciplinary Studies in Information Security (ISIS)
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2 Biometrics - Contents Fundamentals of Biometrics Analysis, Modeling and Interpretation of Biometric Data Leading Biometric Technology Multimodal Biometrics Biometric Standards Small, Medium and Large Scale Biometric Systems Integration of biometrics with other existing technologies Behavioral Biometrics in Human-Machine Communication Securing Biometric Data and Systems Biometric Encryption Biometric Applications Privacy and Legal Issues
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3 Speaker Recognition Dynamic Signature Fingerprints Iris Face Hand Others Multimodal Biometrics Leading Biometric Technology
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4 Biometrics - Contents Fundamentals of Biometrics Identity and Biometrics Individuality of Biometric Data Recognition, Verification, Identification and Authentication Analysis, Modeling and Interpretation of Biometric Data Mathematical Tools Sensing and Storage Representation and Feature Extraction Enrollment and Template Creation Biometric System Errors Evaluation of Biometric Systems
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5 Dynamic Signature Recognition Generalities Feature extraction Signature models and templates Signature recognition errors Signature recognition systems Advantages and disadvantages of signature as biometric
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6 Identifiable biometric characteristics Biological traces DNA (DeoxyriboNucleic Acid), blood, saliva,etc. Biological (physiological) characteristics fingerprints, eye irises and retinas, hand palms and geometry, and facial geometry Behavioral characteristics dynamic signature , gait, keystroke dynamics, lip motion Com bined voice
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7 Statistical Modelling – How exceptional is speech? Fingerprint Voice Signature Face Iris Hand
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8 Comparison of biometric techniques ACCURACY COST Fingerprint Vo ice / Speech Signature Fa ce Hand Iris
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9 Signature Static off-line technology – document authentication Dynamic on-line technology – signal processing and pattern recognition
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10 Signatures Off-line or «
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This note was uploaded on 06/25/2009 for the course MATH MAT 400 taught by Professor Jamespotvein during the Fall '08 term at University of Toronto- Toronto.

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04-Biometrics-Lecture-4-Part1-2008-10-13 - Master SC...

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