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But what if the performance estimates of these systems are far more impressive than their actual performance? To measure the real-life performance of biometric systems-and to understand their strengths and weaknesses better-we must understand the elements that comprise an ideal biometric system.

In an ideal system. All members of the population possess the characteristic that the biometric identifies, like irises or fingerprints.

Each biometric signature differs from all others in the controlled population. The biometric signatures don't vary under the conditions in which they are collected. The system resists countermeasures. Biometric-system evaluation quantifies how well biometric systems accommodate these properties. Typically, biometric evaluations require that an independent party design the evaluation, collect the test data, administer the test, and analyze the results.

We designed this article to provide you with sufficient information to know what questions to ask whenevaluating a biometric system, and to assist you in determining if performance levels meet the requirements of your application. For example, if you plan to use a biometric to reduce -as opposed to eliminate-fraud, then a low-performance biometric system may be sufficient.

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ISBN 13: 9781852335960

On the other hand, completely replacing an existing security system with a biometric-based ne may require a high-performance biometric system, or the required performance may be beyond what curtent technology can provide. Here we focus on biometric applications that give the user some control over data acquisition. The lecture covers the most important mechanisms in today's commercial biometric systems: Face recognition, iris recognition and fingerprint recognition. The course covers sensors, biometric image processing, feature extraction and classification methods.

Furthermore evaluation schemes for biometric systems will be discussed such as biometric performance testing and security testing. The lecture will also map data privacy principles to the biometric system design process.

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The complementary seminar extends the content of the lecture with topics on current application areas. These topics are researched and analysed.


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Specific focus is given on applications that are specific for the European data privacy culture. Furthermore the seminar will discuss interoperability issues and international standardization in the field. The student research will address selected topics from current biometric research regarding 3D face recognition, biometric sample quality, multimodal biometrics and biometric template protection e.

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Here you can find the syllabus and the teaching material for the lecture. Slides and papers from Slides and papers from Slides and papers from Matlab Gabor wavelet demo Slides and papers from Matlab fingerprint demo Slides and papers from Syllabus. As described in section 3 of the syllabus you are expected to deliver the term paper and the data files in a zip file to Campusnet before June 28, at This summer term course has been delivered at DTU since You can view the course evaluations from previous years at the DTU website.

Biometric Systems: Technology, Design and Performance Evaluation

Skip to the navigation. Skip to the content. Lecture summer term DTU master program course Biometric Systems Motivation: Authentication of individuals based on the biological and behavioural characteristics such as the face, the iris or fingerprints is a promising research domain. Biometric algorithms allow the recognition of individuals in physical or logical access control systems and thus provide an efficient and convenient alternative to knowledge based or token based systems Content: The lecture covers the most important mechanisms in today's commercial biometric systems: Face recognition, iris recognition and fingerprint recognition.