Biometric Systems
A.Y. 2019/2020
Learning objectives
Undefined
Expected learning outcomes
Undefined
Lesson period: Second four month period
Assessment methods: Esame
Assessment result: voto verbalizzato in trentesimi
Single course
This course cannot be attended as a single course. Please check our list of single courses to find the ones available for enrolment.
Course syllabus and organization
Single session
Course syllabus
Biometric techniques are more and more exploited in order to fasten and make more reliable the identification process. In particular, biometric systems exploit the physiological or behavioral characteristics of an individual for the identification task, making possible to verify the identity of an individual by processing "who you are", rather than the classical approach based on "what you possess/know" (e.g., ID card, tokens or passwords). The course discusses the structure and the design of different biometric systems based on fingerprints, iris, face, voice, hand geometry, palm print, and other biometric traits. In the second part, the course presents the design of multimodal biometric systems (systems which exploit the combinations of different biometric traits) and the privacy and security issues related to the application of the biometric systems.
Main topics covered:
· Introduction to biometrics;
· Terms, structure and features of a biometric system;
· Biometric systems based on fingerprints;
· Biometric systems based on iris patterns;
· Biometric systems based on face images;
· Behavioral biometric and DNA;
· Multimodal biometric systems;
· Design, evaluation and comparison of the biometric systems;
· Privacy and security issues.
A detailed list of topics of each lesson is presented and regularly updated on the course site.
Main topics covered:
· Introduction to biometrics;
· Terms, structure and features of a biometric system;
· Biometric systems based on fingerprints;
· Biometric systems based on iris patterns;
· Biometric systems based on face images;
· Behavioral biometric and DNA;
· Multimodal biometric systems;
· Design, evaluation and comparison of the biometric systems;
· Privacy and security issues.
A detailed list of topics of each lesson is presented and regularly updated on the course site.
Prerequisites for admission
None
Teaching methods
Frontal lessons
Teaching Resources
Course site: http://fscottisb.ariel.ctu.unimi.it
Slides of the single lesson published on the course site
Handouts published on the course site
Book (optional): "Biometrics: Personal Identification in Networked Society", Anil K Jain, Sharath Pankanti, Ruud Bolle, Springer.
Slides of the single lesson published on the course site
Handouts published on the course site
Book (optional): "Biometrics: Personal Identification in Networked Society", Anil K Jain, Sharath Pankanti, Ruud Bolle, Springer.
Assessment methods and Criteria
The exam is composed by a single compulsory test -to be filled using the PCs in the laboratory- partitioned in 3 sections requiring the solution of exercises and questions about the application and the design of biometric systems, and multiple choice questions to verify the knowledge of theoretical notions of the same type and difficulty of the cases proposed and discussed during the curse. The grade is expressed in thirtieths.
INF/01 - INFORMATICS - University credits: 6
Lessons: 48 hours
Professor:
Scotti Fabio
Shifts:
-
Professor:
Scotti FabioProfessor(s)
Reception:
By appointment (via email)
Computer Science Department, Via Celoria 18 - 20133 Milano (MI), Italy