Methods in Biometric Recognition Seminar

NOTE: Please send requests for lectures between the end of the first meeting until 27/10/2020. List at least 3 options in decreasing order.

Lecture 1 – Introduction 21/10

Presenter: Rita Osadchy

• Introduction
• Structure of the Seminar

Slides: pdf

Lecture 2 –Performance Measures 4/11

Presenter: מיכה אגא

Reading List:

· Textbook: "Introduction to Biometrics" Authors: Jain, Anil, Ross, Arun A., Nandakumar, Karthik: Chapter 1.4. (All metrics, including ROC,AUC, EER)

Lecture 3 –Fingerprint Recognition Part 1 11/11

Presenter: Vadim Golotsvan

Reading List:

· Textbook: "Introduction to Biometrics" Authors: Jain, Anil, Ross, Arun A., Nandakumar, Karthik: Chapters 2.1 – 2.4.

Lecture 4 – Fingerprint Recognition Part 2 18/11

Presenter: Yreen Abbas

Reading List:

• Textbook: "Introduction to Biometrics" Authors: Jain, Anil, Ross, Arun A., Nandakumar, Karthik: Chapters 2.5 – 2.7.

Lecture 5 – Fingerprint Deep Learning Part 3 25/11

Presenter: Doha Hossen

Reading Material:

· Engelsma et.al. Fingerprints: Fixed Length Representation via Deep Networks and Domain Knowledge https://arxiv.org/pdf/1904.01099.pdf

Lecture 6 – Face Recognition: Intro and Detection 2/12

Presenter: Sapir Levi

Reading Material:

• Textbook: "Introduction to Biometrics" Authors: Jain, Anil, Ross, Arun A., Nandakumar, Karthik: Chapters 3.1.3, 3.2 – 3.3.

Lecture 7 – Face Recognition: Alignment 9/12

Presenter: Ali Knani

Reading Material:

• https://kpzhang93.github.io/MTCNN_face_detection_alignment/index.html
• https://zpascal.net/cvpr2016/Jourabloo_Large-Pose_Face_Alignment_CVPR_2016_paper.pdf

Lecture 8 – Face Recognition: Recognition 16/12

Presenter: DANIEL SHALAM

Reading Material:

· Mei Wang, Weihong Deng: Deep Face Recognition: A Survey [pdf]

Lecture 9 – Face Recognition: Modeling 23/12

Presenter: Amir Mtanes

Reading Material:

· Textbook: "Introduction to Biometrics" Authors: Jain, Anil, Ross, Arun A., Nandakumar, Karthik: Chapters 3.5.3, 3.5.3.1, 3.5.3.2.

· https://talhassner.github.io/home/projects/FAME/IJCV__web_revision__FAME.pdf (modeling)

Lecture 10 – Iris Recognition Part 1 30/12

Presenter: סרגי בונדרצ'וק

Reading Material:

• Textbook: "Introduction to Biometrics" Authors: Jain, Anil, Ross, Arun A., Nandakumar, Karthik: Chapters 4.1 – 4.4.
• http://wavelab.at/papers/Jalilian17a.pdf

Lecture 11 – Iris Recognition Part 2 6/01

Presenter: Mohammed Yassin

Reading Material:

· Textbook: "Introduction to Biometrics" Authors: Jain, Anil, Ross, Arun A., Nandakumar, Karthik: Chapters 4.5 – 4.8.

Lecture 12 – Biometric Template Security 13/01

Presenter: לינוי משה

Reading Material:

· Anil K. Jain, Karthik Nandakumar and Abhishek Nagar " Biometric Template Security" [pdf] (without key-binding and key generating biometric cryptosystem)

Lecture 13 – Secure Sketches for Protecting Biometric Templates 20/01

Presenter: אוהד פרידמן, דניאל לוי

Slides:

Reading Material:

Textbook: "Security and Privacy in Biometrics", Editor: Patrizio Campisi: Chapter 4 up to 4.4