. .

Teaching

Biometric Systems

Lecture start:  Tuesday, 13. April 2021
Time: 16.00h
Location:  Hochschule Darmstadt, Schöfferstr. 10; virtual Room vFBI/001

Seminar preparation:  Monday, 13. April 2021
Time: 17.45h
Location:  Hochschule Darmstadt, Schöfferstr. 10; virtual Room vFBI/001
Exam: will be replaced by term paper presentation. Thus the assessment will be on the written paper (70 percent) and the discussion following the oral presentation (30 percent)
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 2021 (Hochschule Darmstadt - LV 41.5028):
Biometric Systems

Motivation:

Biometric recognition of individuals based on the observation of behavioural and biological characteristics, such as face, iris or fingers. 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 the attributes to be investigated. In each case, not only benign applications are covered but also potential bottlenecks such as insufficient sample quality along the entire 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 provides protection of sensitive biometric data. In this line the course concludes with comparison-on-card approaches and template protection concepts that allow revocation of biometric references.
Seminar Preparation of 01.06.2021
Lecture Recording of 01.06.2021
Lecture Slides of 01.06.2021
Lecture Recording of 25.05.2021
Lecture Slides of 25.05.2021
Lecture Recording of 18.05.2021
Lecture Slides of 18.05.2021
Lecture Recording of 11.05.2021
Lecture Slides of 11.05.2021
Lecture Recording of 04.05.2021
Gabor Demo of 04.05.2021
Lecture Slides of 04.05.2021
Lecture Recording of 27.04.2021
Fingerprint Processing Demo of 27.04.2021
Lecture Slides of 27.04.2021
Lecture Recording of 20.04.2021
Fingerprint Enhancement Demo of 20.04.2021
DET scripts of 20.04.2021
Lecture Slides of 20.04.2021
Seminar Recording of 13.04.2021
Seminar Preparation of 13.04.2021
Lecture Recording of 13.04.2021
Lecture Slides of 13.04.2021

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 end of June.

top of page