Biometrics Authentication

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Presentation transcript:

Biometrics Authentication Prof. David Zhang Biometrics Research Centre Department of Computing The Hong Kong Polytechnic University Tel: 2766-7271 PQ809 csdzhang@comp.polyu.edu.hk http://www.comp.polyu.edu.hk/~csdzhang

Lecturer Academic Position Professional Honors Research Interests Chair Professor: Since 2005 in PolyU Founding Lecturer (COMP435p/4134): ~10 years Professional Honors IEEE Fellow/ IAPR Fellow Selected as a Highly Cited Researchers in Engineering by Thomson Reuters in 2014, 2015 and 2016, respectively. (http://highlycited.com/) Research Interests Biometrics, Image Processing and Pattern Recognition Publication >400 International Journal Papers, >15 Books and >40 Patents from USA/HK/Japan/China

Teaching Arrangement Management Assessment Objectives: Lectures 18:30-20:30, Thursday HJ302 Tutorials 20:30-21:30, Thursday HJ302 TA: Jun XU csjunxu@comp.polyu.edu.hk Kou LU koulu@126.com Assessment Continuous Assignments 45% Examination 55% Objectives: To understand the problems with current security systems To introduce biometrics technologies and systems To design some basic biometrics systems for security based on the learned techniques.

Background Knowledge Main Topics: Multimedia Pattern Recognition Introduction to information security Biometrics definitions and systems design Typical physical biometrics Typical behavioural biometrics Security applications based on biometrics  Except Computer Systems and programs, the main background is needed: Multimedia One- and two-dimension signal structure Image processing/ retrieval Pattern Recognition Feature extraction, classification and matching Statistics pattern recognition

Assignments Project Assignment 1: Paper Reading Marks (40%) Report 40% Assignment 2: Solution to Business Applications Marks (60%) Presentation and demo system 60%  Period: Week 2 – Week 13  Report/Slides Submission – Week 12  Presentation in Week 13

Recommended Materials Website: Searching Biometrics, such as www.comp.polyu.edu.hk/~biometrics - Book: D. Zhang, Y. Xu and W. Zuo, Discriminative Learning in Biometrics, Springer, Singapore, 2016. - Book: D. Zhang, Z. Guo and Y. Gong, Multispectral Biometrics- Systems & Applications, Springer, UK, 2015. - Book: D. Zhang and G. Lu, 3D Biometrics- Technologies and Systems, Springer, USA, 2014. - Book: D. Zhang, F. Song, Y. Xu and Z. Liang, Advanced Pattern Recognition Technologies with Applications to Biometrics, IGI Global, USA, 2008. - Book: D. Zhang and A. Jain (Eds.), Advances in Biometrics, International Conference - ICB2006, Springer, USA, 2006. Book: D. Zhang, X. Jing and J. Yang, Biometric Images Discrimination (BID) Technologies, IRM Press, USA, 2005. - Book: D. Zhang (ed.), Biometrics Solutions for Authentication in an e-World, Kluwer Academic Publishers, 2002. - Book: D. Zhang, Automated Biometrics: Technologies & Systems, Kluwer Academic Publishers, 2000.