Lecture Notes

Comments

It is responsibility of the student to have read required textbook chapter and paper readings before lecture date

Lecture Notes & Readings

Lecture notes and paper readings will be posted as the course progresses during the Winter 2014.
The presentation guidelines are found here with a sample template to follow for your presentation.

Course Week	Lecture Date	Topic	Lecture Notes	Required Readings	Complementary Readings & Notes
One	7/Jan	1-Introduction to Biometrics	Topic 1 (PDF)	Textbook Chapter 1	-
-	9/Jan	1-Introduction to Biometrics	-	-	-
Two	14/Jan	1-Introduction to Biometrics	-	-	-
-	16/Jan	1-Introduction to Biometrics 2-Fingerprint Recognition	Topic 2 (PDF)	Textbook Chapter 2	-
Three	21/Jan	2-Fingerprint Recognition P1 by M. Sharma P2 by O. Simpson	-	-	P1: A. K. Jain, S. Pankanti, S. Prabhakar, L. Hong, A. Ross, and J. L. Wayman, "Biometrics: A Grand Challenge", Proc. International Conference on Pattern Recognition (ICPR) , vol. II, pp. 935-942, Cambridge, UK, August 2004 P2: A. K. Jain, A. Ross and S. Pankanti, "Biometrics: A Tool for Information Security", IEEE Transactions on Information Forensics and Security, Vol. 1, No. 2, pp. 125-143, June 2006
-	23/Jan	2-Fingerprint Recognition P3 by F. Shibley P4 by X. Zhang	-	-	P3: L. O’Gorman, "Comparing Passwords, Tokens, and Biometrics for User Authentication", Proceedings of the IEEE, Vol. 91, No. 12, pp. 2019–2040, December 2003 P4: A. K. Jain and A. Kumar, "Biometrics of Next Generation: An Overview", Second Generation Biometrics (E. Mordini and D. Tzovaras, Eds.), Springer, 2011
Four	28/Jan	2-Fingerprint Recognition P5 by Y. Wu P6 by F. Shibley	-	-	P5: X. Xia and L. O’Gorman, "Innovations in fingerprint capture devices", Pattern Recognition, Vol. 36, No. 2, pp. 361-369, 2003 P6: L. Hong, Y. Wan, and A. K. Jain, "Fingerprint Image Enhancement: Algorithm and Performance Evaluation", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 20, No. 8, pp. 777–789, 1998
-	30/Jan	2-Fingerprint Recognition P7 by X. Huang P8 by B. Pang	-	-	P7: J. Feng, "Combining minutiae descriptors for fingerprint matching", Pattern Recognition, Vol. 41, No. 1, pp.342–352, 2008 P8: B. Bhanu and X. Tan, "Fingerprint indexing based on novel features of minutiae triplets", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 25, No. 5, pp. 616–622, 2003
Five	4/Feb	3-Face Recognition P9 by A. Singh P10 by B. Trehan	Topic 3 (PDF)	Textbook Chapter 3	P9: M. J. Jones and P. A. Viola, "Robust real-time face detection", International Journal of Computer Vision, Vol.57, No. 2, pp. 137–154, 2004 P10: B. Klare and A. K. Jain, "On a taxonomy of facial features", Proceedings of IEEE International Conference on Biometrics: Theory, Applications, and Systems (BTAS), pages 1–8, 2010
-	6/Feb	3-Face Recognition P11 by M. Sharma P12 by A. Singh	-	-	P11: M. Turk and A. Pentland, "Eigenfaces for recognition", Cognitive Neuroscience, Vol. 3, pp. 72–86, 1991 P12: R. Brunelli and T. Poggio, "Face recognition: Features versus templates", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 15, No. 10, pp. 1042–1052, 1993
Six	11/Feb	3-Face Recognition P13 by A. Awe P14 by O. Olubunmi-Yaya	-	-	P13: J. Daugman, "How iris recognition works?", IEEE Transactions on Circuits and Systems for Video Technology, Vol. 14, No. 1, pp. 21–30, January 2004 P14: J. Daugman, "New methods in iris recognition", IEEE Transactions on System, Man, and Cybernetics, Part B, Vol. 37, No. 5, pp. 1167–1175, 2007
-	13/Feb	3-Face Recognition P15 by A. Yakubu P16 by A. Awe	-	-	P15: J. Daugman, "Probing the uniqueness and randomness of iriscodes: Results from 200 billion iris pair comparisons", Proceedings of IEEE, Vol. 94, No. 11, pp. 1927–1935, 2006 P16: S. Shah and A. Ross, "Iris segmentation using geodesic active contours", IEEE Transactions on Information Forensics and Security, Vol. 4, No. 4, pp. 824–836, 2009
Seven	18/Feb	No class	-	-	Reading week
-	20/Feb	No class	-	-	Reading week
Eight	25/Feb	P17 by Y. Wu P18 by B. Trehan P19 by A. Yakubu P20 by X. Huang	-	-	P17: K. Chang, K. Bowyer, S. Sarkar, and B. Victor, "Comparison and combination of ear and face images in appearance-based biometrics", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 25, pp. 1160–1165, 2003 P18: J. Han and B. Bhanu, "Individual recognition using gait energy image", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 28, No. 2, pp. 316–322, 2006 P19: N. Duta, "A survey of biometric technology based on hand shape", Pattern Recognition, Vol. 42, pp. 2797–2806, 2009 P20: U. Park and A. K. Jain, "Face matching and retrieval using soft biometrics", IEEE Transactions on Information Forensics and Security, Vol. 5, No. 3, pp. 406–415, 2010
-	27/Feb	4-Iris Recognition P21 by O. Olubunmi-Yaya P22 by X. Zhang	Topic 4 (PDF)	Textbook Chapter 4	P21: A. K. Jain, K. Nandakumar, and A. Ross, "Score Normalization in Multimodal Biometric Systems", Pattern Recognition, Vol. 38, No. 12, pp. 2270–2285, December 2005 P22: K. I. Chang, K. W. Bowyer, and P. J. Flynn, "An Evaluation of Multimodal 2D+3D Face Biometrics", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 27, No. 4, pp. 619–624, April 2005
Nine	4/Mar	4-Iris Recognition P23 by B. Pang P24 by O. Simpson	-	-	P23: C. Roberts, "Biometric Attack Vectors and Defences", Computers and Security, Vol. 26, No. 1, pp. 14–25, February 2007 P24: F. Hao, R. Anderson, and J. Daugman, "Combining Crypto with Biometrics Effectively", IEEE Transactions on Computers, Vol. 55, No. 9, pp. 1081–1088, September 2006
-	6/Mar	4-Iris Recognition	-	-	-
Ten	11/Mar	5-Additional Biometric Traits	Topic 5 (PDF)	Textbook Chapter 5	-
-	13/Mar	5-Additional Biometric Traits	-	-	-
Eleven	18/Mar	6-Multibiometrics	Topic 6 (PDF)	Textbook Chapter 6	-
-	20/Mar	6-Multibiometrics	-	-	-
Twelve	25/Mar	F2 by X. Zhang F3 by B. Pang	-	-	-
-	27/Mar	F4 by A. Singh F5 by A. Awe F6 by O. Olubunmi-Yaya	-	-	-
Thirteen	1/Apr	F7 by B. Trehan F8 by X. Huang F9 by Y. Wu	-	-	-
-	3/Apr	F10 by M. Sharma F11 by A. Yakubu F12 by O. Simpson	-	-	Last class