Course detail

Advanced Biometric Systems

FIT-PBDAcad. year: 2017/2018

Introduction to biometric systems, analysis of signal processing at a general level, specific algorithms for signal processing in the area of biometric systems, specialized procedures for processing of selected biometric features (e.g. face thermo-images, 3D face or hand geometry, finger veins), error rates together with computation and their interpretation, securing of biometric systems and future biometric systems.

Language of instruction

Czech, English

Mode of study

Not applicable.

Guarantor

prof. Ing. Martin Drahanský, Ph.D.

Department

Department of Intelligent Systems (UITS)

Learning outcomes of the course unit

Students will learn basic principles of secure and reliable biometric systems design.

Prerequisites

Basic knowledge of signal processing, ideally also basic knowledge about biometric systems.

Co-requisites

Not applicable.

Planned learning activities and teaching methods

Not applicable.

Assesment methods and criteria linked to learning outcomes

Study evaluation is based on marks obtained for specified items. Minimimum number of marks to pass is 50.

Course curriculum

    Syllabus of lectures:
    1. Introduction into problematics of biometric systems
    2. Basic signal processing
    3. Advance signal processing
    4. Reliabiltiy evaluation of biometric systems (error rates)
    5. Advanced recognition - face thermoimages
    6. Advanced recognition - 3D face geometry
    7. Advanced recognition - 3D hand geometry
    8. Advanced recognition - finger veins
    9. Advanced recognition - eye retina
    10. Design conception of a biometric system a its testing
    11. Future biometric systems, biometric standards

    Syllabus - others, projects and individual work of students:
    1. Project about biometric system design.

Work placements

Not applicable.

Aims

To acquaint with the advanced concepts in the area of biometric systems.

Specification of controlled education, way of implementation and compensation for absences

Project and presentation of a selected article.

Recommended optional programme components

Not applicable.

Prerequisites and corequisites

Not applicable.

Basic literature

Jain, A.K., Flynn, P., Ross, A.A.: Handbook of Biometrics, Springer-Verlag, 2008, s. 556, ISBN 978-0-387-71040-2

Recommended reading

BOLLE, Ruud M., et al. Guide to biometrics. Springer Science & Business Media, 2013.
DRAHANSKÝ, Martin; ORSÁG, Filip; DOLEŽEL, Michal. Biometrie. M. Drahanský, 2011.
MALTONI, Davide, et al. Handbook of fingerprint recognition. Springer Science & Business Media, 2009.

Classification of course in study plans

  • Programme CSE-PHD-4 Doctoral

    branch DVI4 , 0 year of study, winter semester, elective

Type of course unit

 

Lecture

26 hod., optionally

Teacher / Lecturer

prof. Ing. Martin Drahanský, Ph.D.

Syllabus

  1. Introduction into problematics of biometric systems
  2. Basic signal processing
  3. Advance signal processing
  4. Reliabiltiy evaluation of biometric systems (error rates)
  5. Advanced recognition - face thermoimages
  6. Advanced recognition - 3D face geometry
  7. Advanced recognition - 3D hand geometry
  8. Advanced recognition - finger veins
  9. Advanced recognition - eye retina
  10. Design conception of a biometric system a its testing
  11. Future biometric systems, biometric standards

Project

4 hod., optionally

Teacher / Lecturer

prof. Ing. Martin Drahanský, Ph.D.