| Code APOGEE | Intitulé | ECTS | CM | TD | TP | 1ère Session | 2ème Session | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CC | Examen | Dérogatoire | Examen | ||||||||||||||
| Ecrit | Oral | TP | Ecrit | Oral | TP | Ecrit | Oral | TP | Ecrit | Oral | TP | ||||||
| BSOEINB0 | Introduction to Biometrics | 6.0 | 30 | 30 | 100% | 100% | 100% | ||||||||||
Digital signal and image processing, Linear Algebra, Matlab.
The purpose of this course is to introduce biometrics within its general context (Part I). Afterwards, a specific interested is given to face recognition techniques. More specifically, in Part II, global appearance approach techniques are considered. As an example, PCA-based technique is detailed from the algorithmic point of view. In Part III, local appearance face recognition is considered from a practical point of view. This part help students to develop their own applications. as an advice, many useful references are recommended to deal with biometrics (see bibliography). I have selected some good references, including some talks (e.g Anil Jain, M. Nixon,..). Pay attention to the reference (3) which refer to materials required to prepare IEEE certification in Biometrics (5 topics are available). Proposed courses are not presented from the mathematical/programing point of view, but they are extremely interesting. They even can be complementary to the International Master of Biometrics in which you have the opportunity to deal with some details (algorithmic/mathematics). As you know, our program aim also to prepare students to deal with research.
Students will acquire the fundamentals of biometrics .
Chapter 1: Introduction to Biometrics General definition Physical and behavioural Biometrics Chapter 2: Biometrics for security Biometric modalities Desirable characteristics Biometric system architecture (Identification, authentication, enrollment,...). Chapter 3: Other types and applications of Biometrics Biometrics for gender estimation Biometrics for age estimaion Biometrics for Biomedical engineering applications Biometrics for games
On Campus/Online
Feedback requested.
Introduction to biometrics: This is the first chapter of the book (6). Can be downloaded from EPREL (UPEC). Talk by Anil JAIN: http://www.idiap.ch/talk/idiap-speaker-series/past-talks/video/talk-763.html IEEE Certified Biometrics Professionals (CBP) : very useful if you aim to be certified IEEE in Biometrics. Courses (six topics) provide basis of biometrics, excluding algorithmic/programming aspects.
Maquette 2019/2020 - Les informations portées sur ces pages sont non-contractuelles et n'engagent en rien la responsabilité de la faculté des sciences et technologies de l'UPEC.
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