CPE407/ECG607 Biometrics

Spring 2008: 3 credits

Taught by

pushkin@vt.edu

Grading

Tests/HW: 65%; Final: 30%; Guaranteed Grades: A- ( > 90%); B- ( > 80%); C- ( > 70%);

Lecture Room

WRI C307

Lecture Time

TR; Time: 2:30 PM - 3:45 PM

Office Hours

Location: TBE B108; T,Th 01:00 - 02:00 P.M. ; F: 11:30 AM-01:00 P.M.

Textbook

Textbook

Guide to Biometrics (Springer Professional Computing) by Ruud Bolle, Jonathan Connell, Sharanthchandra Pankanti, and Nalini Ratha (Hardcover - Nov 6, 2003)

Schedule

Dates

Days

Topics

 

Jan 21

T

Introduction

Chapter I: Lecture

R

Authentication and Biometrics

Chapter II

Jan 28

T

Common Biometrics

Chapter III

R

Additional Biometrics

Chapter IV

Feb 4

T

Test 1

 

R

Basic System Errors

Chapter V

Feb 11

T

Identification System Errors

Chapter VI

R

Performance Testing

Chapter VII

Feb 18

T

Selecting a Biometric

Chapter VIII

R

 

 

Feb 25

T

Examples: zvetco facecell ID  handpunch bio-flash

passwd software SDK speaker

R

Test 2

 

Mar 3

T

Project Proposal Presentations

 

R

Creating and Maintaining Databases

Chapter IX Lecture

Mar 10

T

Large Scale Applications

Chapter X Lecture

R

Integrating Information

Chapter XI Lecture

Mar 17

T

Spring Break

 

R

Spring Break

 

Mar 24

T

Thwarting Attacks

Chapter XII Lecture

R

Test3

 

Mar 31

T

APIs, Standards and Databases

Chapter XIII Lecture

R

Biometric’s Individuality

Chapter XIV Lecture

Apr 7

T

Biometric’s Individuality

 

R

Neural Networks

 Intro  Lecture  Unsupervised Learning Problem1

Apr 14

T

Fuzzy Logic

Fuzzy Control Book Practical Approach Book

R

Genetic Algorithms/simulated annealing

Notes Simulation Simulated Annealing optimization

Apr 21

T

Bayesian Approach/ Hidden Markov Chains

 Bayesian  HMM

R

Test4

 

Apr 28

T

Project Presentations

 

R

Project Presentations

 

May 5

T

Review

Study Week

R

 

Study Week