Teaching
Biometric Systems
Lecture start: Tuesday, 16. April 2024 at 16.00h
Location: Hochschule Darmstadt, Schöfferstr. 10; Room D14/02.04
Seminar preparation: Tuesday, 16. April 2024 at 17.45h
Paper submission deadline: 15. June 2024
Paper presentation: 25. June and 02. July 2024
Exam: 22. July 2024
CP: 6
Precondition for participation: Basic knowledge in digital Signal- and Image processing is beneficial but no required condition. The lecture is delivered in English. The course is open for students from Hochschule Darmstadt (h_da) and TU Darmstadt (TUD). Link to the description.
Further Questions: Prof. Dr. Christoph Busch
(Email: christoph.busch
h-da.de)
Lecture and Seminar in Summer Term 2024 (Hochschule Darmstadt - 41.5094 / 84.2024):
Biometric Systems
Motivation:
Biometric recognition of individuals based on the observation of behavioural and biological characteristics, such as face, iris or fingers is widespread in access control applications. Such methods can be used for verification or identification applications and constitute a comfortable alternative to knowledge based or token based methods.
Content:
The lecture begins with an overview of biometric applications and then covers selected biometric concepts, particularly fingerprint recognition, face recognition and iris recognition. To this end, the relevant physiological characteristics, their variability, and potential problems are discussed before analyzing different approaches for each of them. In each case, not only benign applications are covered but also potential bottlenecks such as insufficient sample quality and the impact on the processing chain. The use of multi-biometrics including data fusion is discussed both in the context of robustness against attacks and improving the overall accuracy of the recognition process. The course continues with a discussion of the ethical and privacy-related issues in biometrics, along with possible limitations and technical mitigation mechanisms. Special attention is given to privacy enhancing technologies that provide protection of sensitive biometric data. .
slides on seminar review on 11.06.2024
slides lecture 14 on 11.06.2024
recording lecture 13 on 04.06.2024
slides lecture 12 and 13 on 04.06.2024
slides lecture 11 on 28.05.2024
recording lecture 10 on 21.05.2024
slides lecture 09 and 10 on 21.05.2024
recording lecture 08 on 14.05.2024
slides lecture 08 on 14.05.2024
recording lecture 07 on 07.05.2024
gabor wavelet demo
slides lecture 06 and 07 on 07.05.2024
recording lecture 05 on 30.04.2024
slides lecture 04 and 05 on 30.04.2024
fingerprint singularity detection
fingerprint enhancement demo
recording lecture 03 on 23.04.2024
DET tutorial
slides lecture 02 and 03 on 23.04.2024
slides on seminar introduction on 16.04.2024
slides lecture 01 on 16.04.2024
Seminar:
The complementary seminar extends the content of the lecture with topics on current application areas. These topics are researched and analysed. The topics will be introduced in first meeting and are available online in this Zip-file . The password will be provided on request. Presentations will take place in June and July. The paper submission must follow the template available here
