Advanced Biometric Systems
PBD Acad. year 2018/2019 Winter semester
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
Subject specific learning outcomes and competences
Students will learn basic principles of secure and reliable biometric systems design.
To acquaint with the advanced concepts in the area of biometric systems.
Prerequisite kwnowledge and skills
Basic knowledge of signal processing, ideally also basic knowledge about biometric systems.
- Bolle, R.M., Connell, J.H., Pankanti, S., Ratha, N.K., Senior, A.W.: Guide to Biometrics, Springer-Verlag, 2004, p. 364, ISBN 0-387-40089-3
- Drahanský, M., Orság, F., Doležel, M. a kol.: Biometrie, Brno, CZ, Computer Press, 2011, ISBN 978-80-254-8979-6
- Jain, A.K., Flynn, P., Ross, A.A.: Handbook of Biometrics, Springer-Verlag, 2008, p. 556, ISBN 978-0-387-71040-2
Syllabus of lectures
- Introduction into problematics of biometric systems
- Basic signal processing
- Advance signal processing
- Reliabiltiy evaluation of biometric systems (error rates)
- Advanced recognition - face thermoimages
- Advanced recognition - 3D face geometry
- Advanced recognition - 3D hand geometry
- Advanced recognition - finger veins
- Advanced recognition - eye retina
- Design conception of a biometric system a its testing
- Future biometric systems, biometric standards
Syllabus - others, projects and individual work of students
- Project about biometric system design.
Project and presentation of a selected article. During the presentation, you will be briefly examining in the selected topic.
Course inclusion in study plans