1. 1
Dr. Ajay Kumar Singh
1. Present Address:
Assistant Professor
Department of Computer Science & Engg.
Faculty of Engineering & Technology
Mody University of Science & Technology
Lakshmangarh, Sikar
Rajasthan-332311
Phones (O): 01573-225001, Ext. 422
(R): 01573-225001, Ext. 448
Mobile: 09414806479
E-mail: ajay.kr.singh07@gmail.com
http://scholar.google.co.in/citations?hl=en&user=CguZHUkAAAAJ
2. Fields of Research Interest:
Image Processing
Computer Vision
Soft Computing
3. Educational Degrees:
Ph.D. Engineering, December 2015
Mody University of Science & Technology
Lakshmangarh, Sikar (Raj)-332311
Thesis: ANN Based Multiclass Object Classification for Deformed and Degraded Images.
M.Tech. Information Technology, 2006, Department of Computer Science & Information
Technology, AAI Deemed University currently known as Sam Higginbottom Institute of
Agriculture, Technology and Sciences (SHIATS), Allahabad, UP.
Thesis: Enhancement of Medical Images
B.E. Computer Science & Engg., 2001, Dr K. N. Modi Institute of Engineering & Technology,
Modinagar, affiliated to CCS University Meerut, UP.
4. Teaching Experience: 14 years
5. Present Position:
Assistant Professor Department of computer Science & Engineering, Faculty of Engineering &
Technology Mody Institute of Technology & Science, Deemed University,
Laxmangarh, Sikar, Rajasthan. (June 2009-Till date)
6. Professional Employment:
Senior Lecturer Department of Computer Science, Hindustan College of Science & Technology,
Mathura, Sharda Group of Institution. (Aug 2004-June 2009)
Lecturer Department of Computer Science & Information Technology, Shivdan Singh
Institute of technology & Management, Aligarh. (April 2002-Aug 2004)
CURRICULUM VITAE
2. 2
Lecturer Department of Computer Science & Information Technology, Government
Polytechnic Fathehgarh, Farrukhabad UP. (September 2001-Feb-2002)
7. Reviewer of Journals:
1. International Journal of Advanced Intelligence Paradigms, Inder Science Publication.
2. Journal of Computer Science.
8. Publications:
Peer Reviewed Articles (24)
Conference Proceedings (3)
Books (2)
Journals:
2016
1. Manpreet Kaur & Ajay Kumar Singh. Performance Analysis of Face Recognition using Feed
Forward Neural Network and PCA. Journal of Image Processing and Artificial Intelligence
(JIPAI).
2. Arushi Sharma, Megha Agarwal, Megha and Ajay Kumar Singh. Analysis and Simulation of
Energy Efficient Optimal Scenarios for Cluster Based Routing Protocol in Wireless Sensor
Network. Journal of Network Security Computer Networks.
2015
1. Ajay Kumar Singh, V P Shukla, S R Biradar, & Shamik Tiwari. Wavelet Based Histogram of
Oriented Gradients Feature Descriptors for Classification of Partially Occluded
Objects. International Journal of Intelligent Systems and Applications (IJISA).
2014
1. Ajay Kumar Singh, V P Shukla, S R Biradar, & Shamik Tiwari. Enhanced Performance of
Multi Class Classification of Anonymous Noisy Images. International Journal of Image,
Graphics and Signal Processing (IJIGSP), 6(3), 27.Indexed in Google Scholar, CrossRef,
DOAJ, IndexCopernicus, INSPEC(IET), EBSCO, JournalSeek.
2. Ajay Kumar Singh, V P Shukla, S R Biradar, & Shamik Tiwari. Performance Analysis of
Wavelet & Blur Invariants for Classification of Affine and Blurry Images. Journal of
Theoretical and Applied Information Technology, 59(3), 781-790. Indexed in, SCImago
Scopus, DBLP.
3. Ajay Kumar Singh, V P Shukla, S R Biradar, & Shamik Tiwari. Curvelet Based Multiclass
Image Classification under Complex Background Using Neural Network. International
Review on Computer & Software, v. 9, n. 3, p. 577-584, mar. 2014. Indexed in SCImago,
Scopus.
4. Ajay Kumar Singh, V P Shukla, S R Biradar, & Shamik Tiwari. Multiclass Noisy Image
Classification Based on Optimal Threshold and Neighboring Window
Denoising. International Journal of Computer Engineering Science. Indexed in Google
Scholar, CrossRef, DOAJ, IndexCopernicus, INSPEC(IET), EBSCO, JournalSeek.
3. 3
5. Shamik Tiwari, Ajay Kumar Singh, V P Shukla, S R Biradar. Defocus Blur Parameter
Estimation in Barcode Images using Fast Discrete Curvelet Transform. International Journal
of Tomography & Simulation™, 27(3), 35-46. Indexed in SCImago, Scopus, DBLP
6. Shamik Tiwari, Ajay Kumar Singh, V. P. Shukla, S. R. Biradar, ,"Blur Classification using
Ridgelet Transform and Feed Forward Neural Network", IJIGSP, vol.6, no.9, pp.47-53,
2014.DOI: 10.5815/ijigsp.2014.09.06. Indexed in Google Scholar, CrossRef, DOAJ,
IndexCopernicus, INSPEC(IET), EBSCO, JournalSeek.
7. Shamik Tiwari, Ajay Kumar Singh, V P Shukla, S R Biradar. Blind Restoration of Motion
Blurred Barcode Images using Ridgelet Transform and Radial Basis Function Neural
Network. Electronic Letters on Computer Vision and Image Analysis, 13(3), 63-80. Indexed
in SCImago , Scopus.
8. Shamik Tiwari, Ajay Kumar Singh, V P Shukla, S R Biradar. Blur Classification Using
Wavelet Transform and Feed Forward Neural Network. International Journal of Modern
Education and Computer Science (IJMECS),6(4), 16. Indexed in Google Scholar, CrossRef,
DOAJ, IndexCopernicus, INSPEC(IET), EBSCO, JournalSeek.
9. Shamik Tiwari, Ajay Kumar Singh, V P Shukla, S R Biradar. Wavelet Based Intentional
Blurring Variance Scheme for Blur Detection in Barcode Images. IJIGSP, vol.6, no.6, pp.47-
53, 2014.DOI: 10.5815/ijigsp.2014.09.06. Indexed in Google Scholar, CrossRef, DOAJ,
IndexCopernicus, INSPEC(IET), EBSCO, JournalSeek.
10. Shamik Tiwari, Ajay Kumar Singh, V P Shukla, S R Biradar, Blur parameters identification for
simultaneous defocus and motion blur. CSI Transactions on ICT, Springer Publications1-12.
11. Shamik Tiwari, Ajay Kumar Singh, V P Shukla, S R Biradar, & Ajay Kumar Singh. A Blind
Blur Detection Scheme Using Statistical Features of Phase Congruency and Gradient
Magnitude. Advances in Electrical Engineering, Hindawi Publications,. Indexed in Scopus.
2013
1. Ajay Kumar Singh, V. P. Shukla, Shamik Tiwari, & S R Biradar. An Enhancement over
Texture Feature Based Multiclass Image Classification under Unknown Noise. BRAIN. Broad
Research in Artificial Intelligence and Neuroscience, 4(1-4), pp-84. Indexed in EBSCO,
IndexCopernicus, Google Academic, Ulrichs, getCITED, Genamics JournalSeek, J-Gate.
2. D. Choudhary, Ajay Kumar Singh, & Shamik Tiwari. A Statistical Approach for Iris
Recognition Using K-NN Classifier. International Journal of Image, Graphics and Signal
Processing (IJIGSP), 5(4), 46. Indexed in Google Scholar, CrossRef, DOAJ,
IndexCopernicus, INSPEC(IET), EBSCO, JournalSeek.
3. D. Choudhary, Ajay Kumar Singh, Shamik Tiwari, & V P Shukla. Performance Analysis of
Texture Image Classification Using Wavelet Feature. International Journal of Image,
Graphics and Signal Processing (IJIGSP), 5(1), 58. Indexed in Google Scholar, CrossRef,
DOAJ, IndexCopernicus, INSPEC(IET), EBSCO, JournalSeek.
4. Shamik Tiwari, Ajay Kumar Singh, V P Shukla, S R Biradar,. Review of motion blur
estimation techniques. J Image Graph, 1(4), 176-184. Indexed in Ulrich's Periodicals
Directory, Google Scholar, EBSCO, Engineering & Technology Digital Library and
Electronic Journals Digital Library.
4. 4
5. Shamik Tiwari, Ajay Kumar Singh, V P Shukla, Biradar, S.. Texture features based blur
classification in barcode images. International Journal of Information Engineering and
Electronic Business (IJIEEB), 5(5), 34. Indexed in EBSCO, IndexCopernicus, Google
Academic, Ulrichs, getCITED, Genamics JournalSeek, J-Gate.
2012
1. Ajay Kumar Singh, Shamik Tiwari, & V P Shukla. Wavelet based multi class image
classification using neural network. International Journal of Computer Applications, 37(4),
21-25.Indexed in EBSCO, Google Scholar, Informatics, ProQuest CSA Technology
Research Database, NASA ADS (Harvard Univ.), CiteSeer, UlrichWeb, Scientific Common.
2. Deepika Gupta, Ajay Kumar Singh, & D. Kumari . Nature Scene classification using different
color feature. International Journal of Engineering Research & Apllications, Vol 2(3). .
3. Deepika Gupta, Ajay Kumar Singh, & D. Kumari. Hybrid Feature based Natural Scene
Classification using Neural Network. International Journal of Computer
Applications, 41(16), 48-52. Indexed in EBSCO, Google Scholar, Informatics, ProQuest
CSA Technology Research Database, NASA ADS (Harvard Univ.), CiteSeer, UlrichWeb,
Scientific Common.
4. D. Choudhary, Shamik Tiwari, & Ajay Kumar Singh. A survey: Feature extraction methods
for iris recognition. International Journal of Electronics Communication and Computer
Technology (IJECCT) Volume, 2.
2011
1. Shamik Tiwari, Ajay Kumar Singh & V P Shukla. Statistical Moments Based Noise
Classification Using Feed Forward Back Propagation Neural Network. International journal of
computer applications, 18(2), 36-40. Indexed in EBSCO, Google
Scholar, Informatics, ProQuest CSA Technology Research Database, NASA ADS (Harvard
Univ.), CiteSeer, UlrichWeb, Scientific Common.
International Conferences:
1. Shamik Tiwari, Ajay Kumar Singh, & V P Shukla(2012, January). Certain investigations on
motion blur detection and estimation. In Proceedings of international conference on signal,
image and video processing, IIT Patna (pp. 108-114).
2. Ajay Kumar Singh, Shamik Tiwari, & V P Shukla(2012, January). Wavelet based multi class
image classification using neural network. In Proceedings of international conference on
signal, image and video processing, IIT Patna(pp. 154-161).
3. Ajay Kumar Singh, V P Shukla, S R Biradar, & Shamik Tiwari (2014). WHOG Feature Based
Multiclass Object Classification under Partial Occlusion. Proceedings of International
Conference on Information and Communication Technology for Competitive Strategies (ICTCS
2014).
9. Books Published
1. Data Structures using C, KNRN Publication Meerut.
2. Feature Extraction and Classification Methods of Texture Images, LAP Lambert
Academic Publishing, Germany.
5. 5
10.Citations of Publications:
Table 1: Google Scholar Citation Data as on May 4, 2016
Total Citations 109
H-index 6
i10-index 3
11.M.Tech. Thesis Guided: 04
1. Natural Scene Classification.
2. Feature Extraction and Classification of Texture Images
3. Iris Recognition
4. Face Recognition
12. Professional Memberships
1. ACM-CSTA
2. Senior Member UACEE
13.Seminar/Conference Organized and/ Attended:
1. Organized and participated in a National Seminar on Artificial Intelligence (NSAI’ 07) in at
Computer Science & Engineering Deptt., Hindustan College of science & Technology Farah
Mathura, April 2007.
2. Organized and participated in a National Conference on “Scientific Computing in Bio
Medical Engineering” (SCOMBME-08) at Hindustan College of science & Technology,
Mathura.
3. Organized and participated in a National Conference on “Renewable Energy” (MITSNCE’ 09)
at MITS Lakshmangarh, sponsored by Ministry of New & Renewable Energy and Department
of Science & Technology, Government of India, (Oct 31, 2009- Nov 1, 2009).
4. Attended one Day Seminar on “Intellectual Property Rights (IPR)” organized by Faculty of
Engineering & Technology, Mody University of Science & Technology, (10th
Jan 2015).
5. Attended a seminar on “ Data Mining and Applications”, presented by Dr. Aditi Sharan, from
Jawahar Lal Nehru University, at FET-MITS Lakshmangarh New Delhi, (22 Nov 2013).
6. Organized a National Conference on Computing and Informatics 2015 in Dec 2015 at College
of Engineering & Technology, Mody University of Science & Technology, Lakshmangarh.
7. Presented a paper in International Conference on Information and Communication Technology
for Competitive Strategies (ICTCS-2014).
8. Presented a paper in International Conference on Signal, Image and Video Processing ICSIVP-
2012 at IIT Patna on January 2012.
9. Organized and participated in a National Conference on Coputing & Informatics NCCI-2015 in
Mody University of Science & Technology, Lakshmangarh on Dec 2015.
14.Workshop/Guest Lecture Attended:
1. Attended a workshop on MATLAB conducted by Electronics Deptt of HCST Mathura, 10th
Sept to 13th
Sept 2005.
2. Attended One Week Quality Improvement Program (QIP) on “Vision, Graphics & Image
Processing” at IIT Roorkee.
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3. Participated in a four day workshop on “Advance Distributed Computing” organized by
Computer Science & Engineering Depttt, Faculty of Engineering & Technology, MITS
Lakshmangarh. (Nov 15, 2010 – Nov 18, 2010)
4. Participated in a Two week ISTE workshop on “Computer Programming” conducted by IIT
Bombay, (May 20, 2014 – June 21, 2014).
5. Participated in two day Science Academics workshop on “Nano Science & Nano Technology:
Challenges & Opportunities” organized by FET, Mody University of Science & Technology,
(21, 22 Nov 2014).
6. Attended one day workshop on
7. Participated in one day workshop on “Quality Learning Model at Mody University”
organized by Faculty of Engineering & Technology, Mody University Lakshmangarh, (26th
July 2014).
8. Participated in one day guest lecture on “Agile Software Development” organized by Faculty
of Engineering & Technology, Mody University of Science & Technology, Lakshmangarh,
(11th
April 2014).
9. Attended one day special lecture on “ICT Enabled government services” delivered by Ms.
Vinita Dixit, Principal consultant in National E-Governance Division, Ministry of
Communication, Government of India Delhi, (7th
April 2014).
10. Participated in one day guest lecture on “Methodologies for Reserach” by Prof. Aditya
Bagchi, ISI Kolkata, (on 3rd
March, 2011).
11. Participated in two day Workshop on “Enterprise Computing Faculty Enablement
Programme” by Ms. Amala Ganesh, IBM, Bangalore, (31st
March 2011 - 1st
April 2011).
12. Attended a Guest Lecture by Dr. P.J. Lavakare, GE Foundation, on “Internationalization of
Universities” organized by FET, MITS Lakshmangarh, (11th
April, 2011).
13. Attended a Guest Lecture on “Higgs Bosson –The GOD Particle” by Prof. R. K. Shivpuri,
Delhi University, at FET- MITS Lakshmangarh (13th
August 2012).
15.Faculty Development Program Attended:
1. Attended Faculty Development Program of 15 days Sponsored by Science & Technology
Deptt. conducted by Institute of Entrepreneurship Development Lucknow.
2. Attended Faculty Development Program of 15 days by Faculty Development Institute of
Sharda Group of Institution Noida UP.
3. Attended Faculty Development Program of 6 days Sponsored by AICTE conducted by
BMAS Engg. College Agra.
4. Attended a one day Faculty development Program on “Mobile Application Development”
organized by FET, Mody University of Science & Technology, Lakshmangarh.
5. Attended one day orientation program on “ABET Accreditation” presented by expert from
University of Texas (3rd
Jan 2015).
16.Courses Taught:
Data Structures, System Programming, Mobile Computing, Image Processing, Operating System,
Database Management System, and Computer Network.
17.Professional Activities:
1. Successfully implemented Moodle based E-learning portal in Faculty of Engineering &
Technology, MITS University Lakshmangarh, a web based Learning Management System
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used to provide the interface between students and faculty for fast
learning.(http://lms.modyuniversity.ac.in)
2. Key Member of Institute’s AICTE committee, responsible for collection of AICTE, UGC, NBA
data and preparation of reports for the same.
3. Faced twice National Board Accreditation (NBA) Team. Worked as active Team member of
NBA Accreditation Data and Report Preparation for CSE Deptt. as well as IT department . This
includes sending proposal for accreditation to making documents and collecting important and
relevant information.
4. Using audiovisual equipment and Learning Management System a complete solution for
Education system for imparting knowledge to the students. Which includes sharing of digital
notes, E-contents, conducting on line quizzes, Assignments and sharing the knowledge with the
students through web based system.
5. Currently working as member of examination conduction committee, Faculty of Engineering &
Technology, Mody University of Science & Technology.
6. Worked as Attendance Analysis Coordinator, responsible for the compilation of attendance,
finding out students having short attendance and sending attendance to the guardians.
7. Worked as Time Table Coordinator of Computer Science & IT Department. This includes
preparation of several kinds of time table of Department; Class time table, Individual time
table, Lab Occupancy time table, Class Room time table and a concise time table for HOD &
Principal.
8. Worked as Hostel warden of boys hostel in SSITM Aligarh.
18.Software Skills:
Programming languages: C, C++, JAVA, VB, FORTRAN
Software & Tools: MATLAB, Eclipse, Android
Operating Systems: Windows, UNIX, Linux, Android
19.Personal Details:
Date of Birth : 15th
July 1980
Father’s Name : Mr. C. Lal
Marital Status : Married
Language Known : Hindi, English, French
20. References
1. Prof. Arup Kumar Goswami
Professor, NIT Silchar
2. Prof. S R Biradar
SDMCET, Dharwad Karnatka
Date: Ajay Kumar Singh