Lecture start: Monday, 03. April 2017
Time: 08.30h to 10.00h
Location: Hochschule Darmstadt, Schöfferstr. 8b; Room D14/111
Seminar preparation: Monday, 03. April 2017
Time: 17.45h to 18.45h
Location: Hochschule Darmstadt, Schöfferstr. 8b; Room D15/004
Examn: Monday, 10th of July 12.00h
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
Lecture and Seminar in Summer Term 2017 (Hochschule Darmstadt - LV 41.4980):
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.
The lecture begins with an overview of biometric applications and then covers
selected biometric concepts, particularly fingerprint recognition, vein 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.
Slides of 03.04.2017.
Seminarmaterial of 03.04.2017.
Tips for the seminar of 03.04.2017.
Slides of 10.04.2017.
Slides of 24.04.2017.
Slides of 08.05.2017.
Fingerprint Demo Software.
Slides of 15.05.2017.
Gabor-Wavelet Demo Software.
Slides of 22.05.2017.
Slides of 29.05.2017.
Slides of 12.06.2017.
Slides of 19.06.2017.
Slides of 26.06.2017.
Papers and slides of the 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 on June 19th and 26th (starting at 17.45h). .