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Curriculum vitae of
ABHIJIT DAS
Contact Details
Ph. D Scholar,
Institute for Integrated and Intelligent Systems,
School of Information and Communication Technology,
G 06, 1.17, Griffith University Gold Coast campus, Queensland-4222
Telephone: +61469075609/+919831977115
Email: [email protected]
Web: https://sites.google.com/site/dasabhijit2048/home
Education
2013-till date
Ph.D.
School of Information & Communication Technology, Griffith University
(to be submitted soon)
2012 M. Tech.
(IT)
Jadavpur University. Kolkata
2008 B. Tech
(CSE)
West Bengal University of Technology. Kolkata
Scholarships and Honors
2013-Till date Griffith University International Postgraduate Research Scholarship
2013-Till date Griffith University Postgraduate Research Scholarship
2013 NET (National Eligibility Test), Organized by University Grant Commission
(UGC) India
2014 Conference Travel Grant from IEEE Computational Intelligence Society for
attending IEEE Symposium Series on Computational Intelligence
2014 Conference Travel Grant from Gold Coast Association of Postgraduates for
attending IEEE Symposium Series on Computational Intelligence
2015 Conference Travel Grant from IAPR for attending International Conference on
Biometrics 2015
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2015 IEEE Computational Intelligence Society Graduate Student Research Grants
2015 Conference Travel Grant from School of ICT, Griffith University, for attending
International Conference Biometrics Theory, Applications and Systems
(BTAS), 2015
2015 Higher Degree Research excellent academic achievement award from Gold
Coast Association of Postgraduates
2016 Honorary visiting research grant from University Technology Sydney
2016 Professional Development and Conference funding from GCAP Griffith
University for attending International Conference on Biometrics 2016
2016 Griffith Graduate Research School – International Experience Incentive Scheme
Conference Travel Grant for attending International Conference on
Biometrics 2016
2016 Conference Travel Grant from School of ICT, Griffith University, for attending
International Conference on Biometrics 2016
Professional Positions
2008-2010 Lecturer of Nopany Institute of Management Studies under West Bengal
University of Technology
2010-2012
Master research scholar Jadavpur University
2012-2013 Associate Software Engineer at IBM India Pvt. Ltd.
2013- till date Ph. D. research scholar
2015
Teaching Assistant of Griffith University
Professional Activities
Membership Professional Societies
IEEE- Student Member
IEEE Computer Intelligence Society
IEEE Queensland Society
Invited reviewer
Peer Reviewed Journals:
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Invited reviewer Journal of Neurocomputing.
Invited reviewer Journal of Distributed Sensor Networks.
Invited reviewer Journal Expert Systems with Applications
Peer Reviewed conference:
Invited reviewer of 2rd IAPR Asian Conference on Pattern Recognition 2013.
Invited reviewer of International Workshop on Historical Document Imaging and
Processing 2014.
Conference Competition Organizing Chair
Successfully organized 1stSclera Segmentation Benchmarking Competition 2015, in
conjunction with International Conference Biometrics Theory, Applications and
Systems 2015.
Successfully organized 1st Sclera Segmentation and recognition Benchmarking
Competition 2016, in conjunction with International Conference on Biometrics 2016.
Organizer 2nd Sclera Segmentation Benchmarking Competition 2016, in conjunction with
International Conference Biometrics Theory, Applications and Systems 2016.
Conference Organizing Committee
Local organizer of International Conference Biometrics 2018 in Gold Coast.
Special session organizing chair, International Conference Biometrics Theory,
Applications and Systems 2016
Conference Technical Program Committee Member:
International Conference on Innovative Material Science and Technology (IMST2016)
International conference attended:-
International Conference on Communications, Devices and Intelligent Systems (CODIS
2012)
International Conference Chinese Conference on Biometric Recognition (CCBR 2013)
IEEE Symposium Series on Computational Intelligence ( IEEE SSCI 2014)
International Conference on Biometrics (ICB 2015)
International Conference Biometrics Theory, Applications and Systems ( BTAS 2015)
Teaching Experience & Courses Taught
2008-01 Use to teach under graduate students, subjects includes Data Structure and
Algorithm Design, Object Oriented Programing (C++, Java), Operating System
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Data Base Management System.
2015 Use to teach under graduate students and post graduate student Data Base
Administration System.
Invited Talk
A multimodal eye recognition, ATVS biometric research group, Universidad Autónoma de
Madrid, Spain as a research visitor 13th January 2015.
Machine learning for biometrics: a way towards more secure world, School of software, The
University of Technology Sydney on 21st of March 2016.
Invited and Other Presentation
IEEE Queensland Section 30 year’s celebration on 2015 at University of Queensland, Australia.
Doctorial Consortium in International Conference on Biometrics 2015
Biometrics Institute Asia Pacific Conference 2016, Sydney, Australia
Doctorial Consortium in International Conference on Biometrics 2016
Publications
Citations:
Books:
Abhijit Das, “Iris Recognition in Eigen Space: A Book on Image Processing”, LAP
LAMBERT Academic Publishing, ISBN-13: 978-3844355031, 2013.
Book chapters:
Abhijit Das, Rituraj Kunwer, Umapada Pal, Miguel Ferrer Ballaster and Michael
Blumenstein, Book chapter entitled "An online learning technique for adaptive
biometric system" pp. 73-96, in book of Adaptive Biometric Systems to be published by
Springer.
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Peer Reviewed Journal Publications:
Abhijit Das and Ranjan Parekh “Iris Recognition using a Scalar based Template in
Eigen-space”, International Journal of Computer Science and Telecommunication,
vol.3, no.5, pp 74-79., May 2012.
Abhijit Das and Ranjan Parekh “Iris Recognition in 2D Eigen-space”, International
Journal of Computer Applications , vol .52,no.19,pp 1-6, August 2012.
Abhijit Das, Umapada Pal, Miguel Ferrer Ballester and Michael Blumenstein, “A
Framework for Liveness Detection for Direct Attack in Visible Spectrum for
Multimodal Ocular Biometrics”. Pattern Recognition Letter, IISN: 0167-8655, 2015.
Abhijit Das, Miguel Ferrer Ballester, Umapada Pal, Srikanta Pal, Moisis Diaz and
Michael Blumenstein ,“Multi-script vs single-script scenarios in automatic off-line
signature verification”. Communicated to IET biometrics (accepted in condition to
minor revision).
Abhijit Das, Rituraj Kunwar, Umapada Pal , Miguel Ferrer Ballester and Michael
Blumenstein ,“A more efficient and adaptive biometrics system using online learning”.
Communicated to Pattern recognition.
Abhijit Das, Umapada Pal, Miguel Ferrer Ballester and Michael Blumenstein, “Sclera
Information Fusion-Based Robust and Adaptive Iris Biometrics in Visible Spectrum”.
Communicated to Pattern Recognition Letter.
Abhijit Das, Umapada Pal, Arun Ross, Miguel Ferrer Ballester and Michael
Blumenstein, “Sclera biometrics: state-of-the art and a way forward”.to be
Communicated to ACM survey.
Nayara Rodríguez, Miguel A. Ferrer, Abhijit Das, Umapada Pal, Multiscript Printed
Documents Database and Benchmarking based on Texture Features, to be
communicated to IEEE Tran. On PAMI.
Peer Reviewed conference publication (oral presentations):
Pijush Das and Abhijit Das “Three Dimensional Location Detection Using Received
Signal Strength”, International Conference on Signal Processing, Image Processing and
Pattern Recognition [ICSIPR 2013, pp-1- 5, 2013.
Miguel A. Ferrer, Aythami Morales, Abhijit Das, Michael Blumenstein and Umapada
Pal, “Model based Sclera vessels segmentation with SIFT Recognition and its
combination with Iris", in Spanish biometric consodium, VII Jornadas de
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Reconocimiento Biometrico de Personas, 12-13 September, 2013, Zamora, Spain, pp.
68-76, 2013
Abhijit Das, Umapada Pal, Miguel Ferrer Angel Ballester and, Michael Blumenstein, “A
New Method for Sclera Vessel Recognition using OLBP”, appeared in International
Conference Chinese Conference on Biometric Recognition ,LNCS 8232, pp. 370–
377,2013.
Abhijit Das, Umapada Pal, Miguel Ferrer Ballester and Michael Blumenstein,’ Sclera
Recognition Using D-SIFT’, Appeared In 13th International Conference on Intelligent
Systems Design and Applications pp.74-79, 2013.
Abhijit Das, Umapada Pal, Miguel Ferrer Ballester and Michael Blumenstein, ’Fuzzy
Logic based Sclera Recognition ’, pp. 561-568, In IEEE World Congress on
Computational Intelligence - IEEE International Conference on Fuzzy Systems 2014.
Abhijit Das, Umapada Pal, Miguel Ferrer Ballester and Michael Blumenstein,’ Multi-
angle Based Lively Sclera Biometrics at a Distance’. pp. 22-29, IEEE Symposium
Series on Computational Intelligence, December 9-12, 2014, Orlando, USA.
Abhijit Das, Umapada Pal, Miguel Ferrer Ballaster and Michael Blumenstein, "A New
Efficient and Adaptive Sclera Recognition System", pp.1-6, IEEE Symposium Series on
Computational Intelligence, December 9-12, 2014, Orlando, USA.
Abhijit Das, Umapada Pal, Miguel Ferrer Ballaster and Michael Blumenstein, "A New
Wrist Vein Biometric System", pp. 68-75, IEEE Symposium Series on Computational
Intelligence, December 9-12, 2014, Orlando, USA.
Peer Reviewed conference publication (poster presentations):
Abhijit Das, “Face Recognition in reduced Eigen plane”, International Conference on
Communications, Devices and Intelligent Systems, pp-620- 623, 2012.
Abhijit Das, Umapada Pal, Michael Blumenstein and Miguel Ferrer Ballester, “Sclera
Recognition - A Survey” Appeared in Recent Advancement in Computer Vision and
Pattern Recognition, pp. 917 -921, 2013.
Abhijit Das, Umapada Pal, Miguel Ferrer Ballester and Michael Blumenstein,“SSBC
2015: Sclera Segmentation Benchmarking Competition”. pp. 1-6, at International
Conference Biometrics Theory, Applications and Systems (BTAS), 2015.
Abhijit Das, Prabir Mondal, Umapada Pal, Michael Blumenstein and Miguel Angel
Ferrer Sclera Pattern Synthesis Based on Non-parametric Texture Synthesis Technique,
at Computer Vision and Image Processing (CVIP-2016).
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Abhijit Das, Umapada Pal Miguel Ferrer Ballester and Michael Blumenstein, “SSRBC
2015: Sclera Segmentation and Recognition Benchmarking Competition”. Accepted at
International Conference on Biometrics, 2016.
Abhijit Das, Prabir Mondal, Umapada Pal, Michael Blumenstein and Miguel Angel
Ferrer, “Fast and Efficient Mutimodal Eye Biometrics using Projective Dictionary Pair
Learning”, accepted at IEEE World Congress on Computational Intelligence- IEEE
IJCNN 2016.
Research Project Details
Ph. D:- Institute for Integrated and Intelligent Systems (The School of Information and
Communication Technology) Under the Guidance of Professor Michael Blumenstein, Prof.
Umapada Pal (Indian Statistical Institute, Kolkata) and Prof. Miguel A. Ferrer (University of Las
Palmas de Gran Canarias) on Ocular Bio-metric. From May 2013 to till date (To be submitted
soon).
Title: Liveness based adaptive biometric system.
Brief Project Description:
Security of breaches due to miss-identifying an individual is one of the greatest threats for
today’s world. Use of biometrics can be a potential solution for this scenario. As a reason of
which biometrics have enjoyed a high encouragement by the researchers in industry, government
and academics. Till date, various biometric systems have been proposed in the literature.
Traditional biometric systems are not equipped to distinguish between a fake and real data
scanned in front of the sensors. As a result they are adhere to forgery attacks by intruders who
can take the privilege of a genuine user. With the rising demand of involuntary biometric systems
in border security, flight checking, and other restricted zone, incorporation of automatic detection
of forgery attack is becoming very obvious. Adaptability of the system with respect to the change
in the trait is another important aspect that these biometric system should be enrich with.
Although both the forgery detection method (termed as liveness detection in the literature of
biometrics) and adaptability of the trait is necessary for a trusted involuntary biometric system,
but initial study in the literature exhibit it as a trade-off. Therefore to fulfil the gap, this research
is conceived which aims to propose a new framework for software-based liveness detection,
which is also associated adaptability of the trait. To fulfil the above highlighted aim in the
proposed framework, intra-class level (i.e. user level) liveness detection is introduced employing
image quality-based features. Furthermore, to incorporate the adaptability of the trait online
learning based classifiers are used. Initial investigation and experimental result solicits the used
of the proposed framework for trusted involuntary biometric systems.
Master Dissertation: Jadavpur University, Kolkata under the guidance Dr. Ranjan Parekh
Title: Iris Recognition in Eigen space
Project Description:
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In this work two new biometric method for personal identification is been presented on iris
identification of individuals in lower dimensionality and reduced template size than the other
previous approaches. Here the iris images are expressed in lower dimension, re-tending its
features by using convergence matrix and Eigen space. The project basically contains two
algorithms on iris detection on reduced template size, high accuracy and low time complexity.
The method was also successfully applied on face biometrics.
Bachelor Dissertation: SMIT, WBUT, Kolkata under the guidance of Prof. Sujit Ghosh
Title: A Secured Application for Automatic Parking Zone
Project Description:
Developed a secured automatic car parking zone application based on the identification of the car
number plate. The owner need to enroll his car in the mobile application before he/she arrives to
the parking zone. Once the car arrives the number is recognized by the system in the parking
zone and according to model it is charge while it leaves the zone.
Visiting Research Position Served
Indian Statistical Institute, Kolkata, July 2005 for census data management.
Damodar Valley Corporation, Durgapur for developing an automatic software for quality
control July 2006. Visiting research scholar at Indian Statistical Institute, Kolkata, and September to December 2013.
Visiting research scholar at University of Las Palmas de Gran Canaria from December 2014
to January 2015.
Visiting research scholar at ATVS biometric research group Universidad Autónoma de Madrid
Spain November 2015 to February 2016.
Honorary visiting research scholar, School of software, The University of Technology Sydney on
March 2106.
Key Skills
Programing Language: C, C++, Java, MATLAB. Python
Subjects: Data structure, Data Base Management System, Computer Vision, and Machine
Learning.
Scripting: Java Scripting, VB Script, XML.
Technical Certification
Successfully passed Sun Certified Associate for Java Platform, Standard Edition, Exam
Version 1.0 (S.C.J.A.) with 98% Score
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Academic References
Dr. Ranjan Parekh, Jadavpur University. Kolkata, India. [email protected]
Prof. Umapada Pal, Computer Vision and Pattern Recognition Unit, Indian Statistical Institute,
Kolkata, India Email: [email protected]
Prof. Micheal Blumenstein, Professor and Head, School of Software, Faculty of Engineering &
IT, University Technology Sydney and Adjunct Professor, Institute for Integrated and Intelligent
Systems, Griffith University, Australia, Email: [email protected]
Prof. Miguel Angel Ferrer, University of Las Palmas de Gran Canaria, Las Palmas, Spain,
Email: [email protected]
