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Biometrics Authentication
Prof. David Zhang Biometrics Research Centre Department of Computing The Hong Kong Polytechnic University Tel: PQ809
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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. ( Research Interests Biometrics, Image Processing and Pattern Recognition Publication >400 International Journal Papers, >15 Books and >40 Patents from USA/HK/Japan/China
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Teaching Arrangement Management Assessment Objectives:
Lectures 18:30-20:30, Thursday HJ302 Tutorials 20:30-21:30, Thursday HJ302 TA: Jun XU Kou LU 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.
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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
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Assignments Project Assignment 1: Paper Reading
Marks (40%) Report % 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
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Recommended Materials
Website: Searching Biometrics, such as - 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.
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