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Affiliation

Department of Computer Applications (MCA), Ramapuram Campus, SRM Institute of Science and Technology

DR.T.VIGNESH

Associate Professor

Area or Subject

Soft Computing, Artificial Intelligence and Machine Learning

Educational Qualifications

Degree – Sc.,M.Tech.,P.hD

Area or Subject – Computer and Information Technology-Information and Communication Technology

University – (Manonmaniam Sundaranar University)

Awarded Year – (PhD in Computer and Information Technology-Information and Communication Engineering(Faculty of Engineering), Manonmaniam Sundaranar University 2019)

Courses: MCA

Research Interests: (Soft Computing Research)

Selected Publications

  • 08/2021 T.Vignesh et al (2021), “ Machine Learning Technique for Identifying Face, Finger and Iris Image Using Hybrid Template Key Generation”, Engineering Journal, Accepted for Publication, SCOPUS.
  • 08/2021 T.Vignesh et al (2021), “ Novel Enhanced Intelligent System for Optimal Selection of Virtual Machine in Cloud Using Analogous Particle Swarm Optimization”, Engineering Journal, Accepted for Publication, SCOPUS.
  • 07/2021 T.Vignesh et al (2021), “Classification of Indian Medicinal Leaf Species Using LCFN-BRNN Model”, KSII Transactions on Internet and Information Systems Accepted for Publication, SCOPUS, SCI.
  • 06/2021 T.Vignesh et al ( 2021), “Land Use and Land Cover Classification Using Landsat-8 Multispectral Remote Sensing Images and Long Short-Term Memory-Recurrent Neural Network”, AIP Conference Proceeding, Accepted for Publication, SCOPUS.
  • 06/2021 T.Vignesh et al ( 2021), “Smart Wireless E-Passport with Secured Communication Technology”, AIP Conference Proceeding, Accepted for Publication, SCOPUS.
  • 02/2021 T.Vignesh, “Bio-Medical Scan Image Retrieval Using Higher Order Neural Networks”, Lecture Notes in Networks and Systems, Springer, SCOPUS.
  • 02/2021 T.Vignesh et al (2021), “Implementation and Performance Analysis of Various Models of PCNN for Medical Image Segmentation”, Lecture Notes in Networks and Systems, Springer, SCOPUS.
  • 01/2021 T.Vignesh et al (2021), “Electronic Gadget Rating System with Feature Based Summarization”, International Conference on Computer Communication and Informatics,2021, IEEE Digital Library, SCOPUS, WEB OF SCIENCE
  • 01/2021 T.Vignesh et al (2021), “Transmission and Verification Mechanisms for VANET”, International Conference on Computer Communication and Informatics,2021, IEEE Digital Library, SCOPUS, WEB OF SCIENCE
  • 01/2021 T.Vignesh et al (2021), “Land Use and Land Cover Classification Using Recurrent Neural Networks with Shared Layered Architecture”, International Conference on Computer Communication and Informatics,2021, IEEE Digital Library, SCOPUS, WEB OF SCIENCE
  • 10/2020 T.Vignesh, “Effective Lung Cancer Identification with Fuzzy Cluster Using Support Vector Machine”, Journal of Green Engineering (JGE), Volume-10, Issue-10, October 2020, pp. 9626-9636, SCOPUS.
  • 05/2020 T.Vignesh, “Critical Review of Crop Types and Tree Species Classification Using Soft Computing Techniques for Remote Sensing Images”, Journal of Xidian University, Vol.14, ISSUE 5, 2020, pp. 5137-5142.
  • 05/2020 T.Vignesh, R. Prasanna Kumar, “Land Cover Mapping For Liss-IV Multispecral Satellite Images Using Self Attention Convolutional Neural Network”, International Journal of advanced science and technology (IJAST), Vol. 29, No. 8, (2020), pp. 231-239.
  • 11/2019 T.Vignesh, K.K.Thyagharajan, “Change detection using deep learning and machine learning techniques for multispectral satellite images ” International Journal of innovative technology and exploring engineering (IJITEE), Vol.9(1S), Nov 2019,pp.90-93.
  • 11/2019 T.Vignesh, K.K Thyagharajan, “Land use and land cover classification using deep belief network for LISS-III multispectral satellite images”, International Journal of  innovative technology and exploring engineering (IJITEE), Vol.9(1S), Nov 2019,pp.94-98.
  • 02/2019 T.Vignesh, “Road change detection using convolutional neural networks”, International conference on cognitive computing and Big data analytics, 27-28, Feb- 2019.
  • 02/2019 T.Vignesh, “Tree species detection using deep learning techniques”, International conference on cognitive computing and Big data analytics, 27-28, Feb-2019.
  • 10/2018 T.Vignesh, K. K. Thyagharajan, D. Murugan, “Land Use and Land Cover \ Classification Using CIElab Color Space, PCNN and SOM, Journal of Advanced  Research in Dynamical and control System, vol.10(4), Oct 2018,p.2128-2140   SCOPUS.
  • 01/2018 T.Vignesh, “MediCare - Bridging the gap between the rural people and healthcare  facilities”, International Journal of Advance Engineering and Research Development,  Vol.5(1), Jan 2018.
  • 08/2017 K.K.Thyagharajan, T.Vignesh “Soft Computing Techniques for Land Use and Land Cover Monitoring with Multispectral Remote Sensing Images: A Review” Archives of Computational Methods in Engineering, https://doi.org/10.1007/s11831-017-9239-y, Springer Netherlands, July, 2017, Vol.26, p.275–301. Science Citation Index (SCI), SCOPUS, WEB OF SCIENCE, Impact Factor: 7.20.
  • 02/2017 T. Vignesh and K.K.Thyagharajan, 2017,“Water bodies identification frommultispectral images using Gabor filter, FCM and canny edge detection methods”, International Conference on Information Communication and Embedded Systems (ICICES), IEEE Digital Library, SCOPUS, WEB OF SCIENCE.
  • 03/2017 T.Vignesh, “ Securing shared data in Public cloud using reversible data hiding ”,                                    National Conference on Cutting Edge Technologies in Computing & Bioinformatics, March 2017.
  • 11/2016 T.Vignesh ,K.K.Thyagharajan, D. Murugan “A Novel Multiple unsupervised algorithm for land use/ land cover classification” Indian journal of Science and Technology,  Vol.9(42), Nov.2016, p.1-12, SCOPUS.
  • 08/2016 T.Vignesh, K.K. Thyagharajan, D. Murugan, “Analysis of Thresholding versus Image Fusion Techniques to Change Detection using remote sensing Images ”, International Journal of Advance Research in Computer Science and Management Studies, Vol.4(8), Aug.2016.
  • 04/2016 T.Vignesh, “ A Secure Erasure code based cloud storage system using proxy Re                                   Encryption”, National Conference on Innovative Trends in Engineering & Technology, April 2016.
  • 03/2016 T.Vignesh, “A Secure Online transaction using pattern matching and pixel matching”, “ National Conference on Recent Trends in information Technology and Communication”, March 2016.
  • 6/2015 T.Vignesh, K.K. Thyagharajan,“Efficient Classification Methodology For Change Detection Using Satellite Imagery”, Australian Journal of  Basic and  Applied Sciences, 9(20) June 2015.
  • 11/2014 T.Vignesh and K.K.Thyagharajan,2014,’Local Binary Pattern Texture feature for satellite Imagery Classification’ International conference on ICSEMR, IEEE Digital Library, SCOPUS, WEB OF SCIENCE.
  • 04/2013 T.Vignesh, “ Automatic adaptive fuzzy K-means clustering using modified differential  evolution for remote sensing images”, National Level Conference on Recent Trends in  advanced computing and Communication, April 2013.
  • 09/2011 K.Rajalakshmi, N.Krishnan, T.Vignesh, S.K. Divya” Comparison and Analysis of   GLCM, LBP, LTP, Gabor Texture Features for Land Sat Remote Sensing Imagery”  International Journal of Computing Technology (IJCT),Volume II,September 2011,  (ISSN   0976 – 5956).
  • 10/2011 K.Rajalakshmi, N.Krishnan, T.Vignesh, S.K .Divya,” Assessment of the four                                        unsupervised methods for land use application “International Journal of Computing  Technology (IJCT), Volume II,September 2011 (ISSN   0976 – 5956).
Workshop Participated NUMBER OF WORKSHOP PARTICIPATED AND ORGANIZED: 25

Memberships:

ISTE (Indian Society for Technical Education) IAENG (International Association of Engineers). IACSIT (International Association of Computer Science and Information Technology)