The short term course on Advances in Biometrics is intended to provide an advanced level understanding of Machine Learning and Deep Learning based methods being developed and used for effective biometrics recognition using various modalities, i.e. Face, Iris, Retina, Hand & Palm, etc. The course will also uncover the problem of deliberate occlusion under covid like scenarios where biometric recognition is necessary with forcing the subjects to remove the face masks and maintaining the ease of collectability of the facial biometric. Few lectures and hands-on shall be dedicated to such algorithms and methods. The course will also cover topics that are very appropriate under low light or no light biometric recognition which is primarily the concern in surveillance applications. So the course will provide some theoretical as well as hands-on exposure to Thermal and Infrared facial biometric recognition. So overall the course will consist of 15 lectures each of 50 minutes followed by questions and discussions for 10 minutes. The course will also conduct 5 hands-on sessions of 1 hour each. The hands-on shall be conducted using online platforms like Google Colab.
The Indian Institute of Information Technology Allahabad (IIIT-A) was established in 1999, as a centre of excellence in Information Technology and allied areas. The institute was conferred the “Deemed University” status by Govt. of India in the year 2000. Later in 2014 it has been declared as an Institute of National Importance by the Act of the Parliament, Govt. of India. The Institute has been conceived with the ambitious objectives of developing professional expertise and skilled manpower in Information Technology (IT) and allied. As an apex nucleating institute in the area of IT, the establishment of IIIT-A, is a major step of Govt. of India towards strengthening the indigenous capability necessary for exploiting profitably and harnessing multi-dimensional facets of IT at all levels, and attaining expertise to enable the country to emerge as a leading player in the global arena.
*All the speakers are confirmed.
Advances in Biometric Signal Processing Techniques 2021 (virtual) is a short term course project by IEEE SPS and the registration fee is greatly reduced.
| # | Category | Fee in $ | Equivalent Fee in ₹ |
|---|---|---|---|
| 1 | IEEE SPS Professional Members | $15/- | ₹1080/- |
| 2 | IEEE SPS Student Members | $7.5/- | ₹540/- |
| 3 | Other Professional Members | $30/- | ₹2160/- |
| 4 | Other Students | $15/- | ₹1080/- |
Scan and pay using any UPI app. UPI ID: info.accounts.iita@sbi
Note: All local and overseas charges incurred for the bank transfer/debit card payment must be borne by the payee.
| Date/Time | |
|---|---|
| October 23, 2021 | |
| 10:00AM - 10:50AM (IST) | Inauguration Address by Prof. P. Nagabhusan, Director IIIT Allahabad as Chief Guest in the presence of the Guests of Honor, Prof. K. V. S. Hari, Indian Institute of Science Bangalore the Vice President Membership, IEEE Signal Processing Society, Prof. T. Lahri (Dean A & R), and Prof. P. Chakraborty (HoD-IT) [Recorded Video] |
| 11:00AM - 11:50AM (IST) | Lecture 01: Person Recognition: A Biometrics Approach
Dr. Satish Kumar Singh, IIIT Allahabad [Lecture Slide] |
| 12:00PM-12:50PM (IST) | Lecture 02: Multimodal Biometrics: A Reliable Way
Dr. Satish Kumar Singh, IIIT Allahabad [Lecture Slide] |
| 03:00PM-03:50PM (IST) | Lecture 03: Deep Learning Architectures for Recognition
Dr. Satish Kumar Singh, IIIT Allahabad [Lecture Slide], [Recorded Video] |
| 04:00PM-04:50PM (IST) | Lecture 04: Offline Signature Biometrics
Dr. Anamika Jain, Center for Advanced Studies, Lucknow |
| October 24, 2021 | |
| 10:00AM - 10:50AM (IST) | Lecture 05: Hand Shape Coding: Multimodal Biometric
Dr. Satish Kumar Singh, IIIT Allahabad [Lecture Slide], [Recorded Video] |
| 11:00AM-11:50AM (IST) | Lecture 06: Facial Recognition Under Surveillance Settings
Dr. Satish Kumar Singh, IIIT Allahabad [Lecture Slide] |
| 12:00PM-12:50PM (IST) | Lecture 07: Face Synthesis using Image-to-Image Translation
Dr. Shiv Ram Dubey, IIIT Allahabad [Lecture Slide] |
| 03:00PM-03:50PM (IST) | Lecture 08 /Hands-on-1: Gait Biometric Recognition
Prof. Pavan Chakraborty, IIIT Allahabad [Recorded Video] |
| 04:00PM-04:50PM (IST) | Hands-on-2: Multimodal Hand Biometrics
Dr. Satish Kumar Singh, IIIT Allahabad and Mr. Nayaneesh Mishra, IIIT Allahabad [Recorded Video] |
| October 25, 2021 | |
| 06:00PM-06:50PM (IST) | Hands-on-3: Face2Face Translation using Generative Adversarial Networks
Dr. Shiv Ram Dubey, IIIT Allahabad and Mr. Nand Kumar Yadav, IIIT Allahabad [Recorded Video] |
| 07:00PM-07:50PM (IST) | Lecture 09: Bias and Fairness in Facial Analysis
Dr. Ajita Rattani, Wichita State University, USA [Recorded Video] |
| 08:00PM-08:50PM (IST) | Hands-on-4: Face Recognition using 3D CNN
Dr. Satish Kumar Singh, IIIT Allahabad and Mr. Nayaneesh Mishra, IIIT Allahabad |
| October 26, 2021 | |
| 06:00PM-06:50PM (IST) | Lecture 10: Biometric Template Protection
Prof. Pritee Khanna, IIITDM Jabalpur [Recorded Video] |
| 07:00PM-07:50PM (IST) | Lecture 11: DeepFakes
Dr. Kiran Raja, Norwegian University of Science and Technology (NTNU), Norway [Recorded Video] |
| 08:00PM-08:50PM (IST) | Lecture 12/Hands-on-5: Face Anti-Spoofing using Artificial Intelligence
Dr. Shiv Ram Dubey, IIIT Allahabad [Lecture Slide], [Recorded Video] |
| October 27, 2021 | |
| 06:00PM-06:50PM (IST) | Lecture 13: Biometrics Recognition using Data Analytics and Predictive Technologies
Prof. Sanjay Kumar Singh, IIT-BHU Varanasi [Recorded Video] |
| 07:00PM-07:50PM (IST) | Lecture 14: Deep Learning for 3D Biometric
Dr. Surya Prakash, IIT Indore [Recorded Video] |
| 08:00PM-08:50PM (IST) | Lecture 15: Facial Micro-Expression Recognition using Deep Learning
Dr. Shiv Ram Dubey, IIIT Allahabad [Lecture Slide], [Recorded Video] |
| October 28, 2021 | |
| 06:00PM-06:50PM (IST) | IEEE SPS Ideation Challenge
Dr. M. Javed, Dr. Navjot Singh and Dr. Shiv Ram Dubey, IIIT Allahabad [Recorded Video] |
| 07:00PM-07:50PM (IST) | IEEE SPS Quiz
Dr. Anjali Gautam, IIIT Allahabad [Recorded Video] |
| 08:00PM-08:50PM (IST) | Valedictory
Chief Guests: Prof. P. Nagabhusan (Director, IIIT Allahabad) and Prof. Balasubramanian Raman (IIT Roorkee) [Recorded Video] |
Department of Information Technology
Indian Institute of Information Technology - Allahabad
