Curriculum Vitae :
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  • Updated on 28-Jul-2020


Work and Education

IDIAP Research Institute, Martigny, Switzerland (2017 - Present)

Post-doc
Biometrics


Samsung Research Institute, Bangalore (SRIB)(2017 Feb-September)

SAIT, Technical Lead.
Machine learning


Indian Institute of Technology, Kharagpur (2012 - 2017)

PhD in Electrical Engineering
Computer Vision


Indian Institute of Technology, Kharagpur (2010 - 2012)

M. Tech (Instrumentation)in Electrical Engineering
CGPA : 9.17 /10


Calicut University, Kerala (2006 - 2010)

B. Tech (Hons. ) in Electrical and Electronics Engineering

Publications

Learning One Class Representations for Presentation Attack Detection using Multi-channel Convolutional Neural Networks
A. George, S. Marcel
IEEE Transactions on Information Forensics and Security,2020.


Deep Models and Shortwave Infrared Information to Detect Face Presentation Attacks
G. Heusch, A. George, D. Geissenbuhler, Z. Mostaani, S. Marcel
IEEE Transactions on Biometrics, Behavior, and Identity Science, 2020.


Can Your Face Detector Do Anti-spoofing? Face Presentation Attack Detection with a Multi-Channel Face Detector
A. George, S. Marcel
Idiap Research Reports, 2020.


Biometric Face Presentation Attack Detection with Multi-Channel Convolutional Neural Network
A. George, Z. Mostaani, D. Geissenbuhler, O. Nikisins, A. Anjos, S. Marcel
IEEE Transactions on Information Forensics and Security,(Accepted), 2019.


Fast and Accurate Eye Localisation Algorithm for Gaze Tracking in Low Resolution Images
A. George, A. Routray
IET Computer Vision, 2016.


A Score-level Fusion Method for Eye Movement Biometrics
A. George, A. Routray
Pattern Recognition Letters, Elsevier, 2015.


A Multimodal System for Assessing Alertness Levels due to Cognitive Loading
A. Sengupta, A. Dasgupta, A. Chaudhuri, A. George, A. Routray, R. Guha
IEEE in Transactions on Neural Systems and Rehabilitation Engineering,(Accepted), 2017.


A Vision Based System for Monitoring the Loss of Attention in Automotive Drivers
A. Dasgupta , A. George, SL. Happy, A. Routray
Intelligent Transportation Systems, IEEE Transactions on


Alertness monitoring system for vehicle drivers using physiological signals
A. Sengupta, A. George, A. Dasgupta, A. Chaudhuri, B. Kabi, A. Routray
Handbook of Research on Emerging Innovations in Rail Transportation Engineering (Book Chapter), IGI Global, 2016.


An on-board vision based system for drowsiness detection in automotive drivers
A. Dasgupta , A. George, SL. Happy, A. Routray
International Journal of Advances in Engineering Sciences and Applied Mathematics


Deep Pixel-wise Binary Supervision for Face Presentation Attack Detection
A. George, S. Marcel
ICB, International Conference on Biometrics, 2019.

Domain Adaptation in Multi-Channel Autoencoder based Features for Robust Face Anti-Spoofing
O. Nikisins, A. George, S. Marcel
ICB, International Conference on Biometrics, 2019.

KBOC: Keystroke Biometrics OnGoing Competition
A. Morales, J. Fierrez, M. Gomez-Barrero, J. Ortega-Garcia, R. Daza, J.V. Monaco, J. Montalvo, J. Canuto, A. George
IEEE Eighth International Conference on Biometrics: Theory, Applications, and Systems, BTAS 2016


Real-time Eye Gaze Direction Classification Using Convolutional Neural Network
A. George, A. Routray
Signal Processing and Communications, SPCOM, 2016 International Conference on


An Improved Algorithm for Eye Corner Detection
A. Dasgupta,A. Mandloi, A. George, A. Routray
Signal Processing and Communications, SPCOM, 2016 International Conference on


A real time facial expression classification system using Local Binary Patterns
SL. Happy, A. George, A. Routray
Intelligent Human Computer Interaction (IHCI), 2012 4th International Conference on


A video database of human faces under near Infra-Red illumination for human computer interaction applications
SL. Happy, A. Dasgupta, A. George, A. Routray
Intelligent Human Computer Interaction (IHCI), 2012 4th International Conference on


A Drowsiness Detection Scheme Based on Fusion of Voice and Vision Cues
A. Dasgupta, B. Kabi, A. George, SL. Happy, A. Routray
arXiv preprint arXiv:1509.04887


Design and Implementation of Real-time Algorithms for Eye Tracking and PERCLOS Measurement for on board Estimation of Alertness of Drivers
A. George, A. Routray
arXiv preprint arXiv:1505.06162


An On-board Video Database of Human Drivers
A. Dasgupta, A. George, SL Happy, A. Routray
arXiv preprint arXiv:1509.04853


A Framework for Fast Face and Eye Detection
A. George, A. Dasgupta, A. Routray
arXiv preprint arXiv:1505.03344

Patents

A SYSTEM FOR REAL-TIME ASSESSMENT OF ALERTNESS LEVEL OF HUMAN BEINGS

A. Routray, A. Dasgupta, A. George, SL. Happy
634/KOL/2013 (Published)

Teaching Experience

Teaching Assistant, Embedded Systems Lab(P)

IIT Kharagpur (3 terms)


Real-time Signal Processing Lab(P)

IIT Kharagpur (3 terms)


Signals and Networks(T)

IIT Kharagpur 2011-2015 (3 terms)


Electrical Technology(T)

IIT Kharagpur 2011-2015 (4 terms)


Control and electronic system design(P)

IIT Kharagpur 2014 (1 term)


Digital Signal Processing (T)

IIT Kharagpur 2015 (1 term)

Research Areas

Biometrics


Embedded Signal and Image Processing


Computer Vision and Applications


Pattern Recognition and Machine Learning


Eye Gaze Tracking and Applications


Human Computer Interaction