Annamalai University
Faculty Member Details

Staff Id : 04786
Name : Dr. V. NARMATHA
Department : Computer and Information Science
Qualification : M.Sc(Comp.Sci),M.Phil.,Ph.D.,
Specialization : Digital Image Processing, Network Security, Mobile communication, Machine Learning, Computer Network.
Date of Birth : 08-04-1977
Date of Joining : 28-08-2000
Present Address Contact Number E-Mail Address
Nattu illai Street,
Chidambaram-608 001
Research Guidance
Discipline Awarded Guidance
M.Phil./M.E./M.Sc. 15-
Ph.D. 03

Conference /Seminar / Symposia / Workshop
Conference Seminar Symposia Workshop
National International
Attended -92-5
Conducted -----

Research Projects
Major Projects Minor Projects Total Amount (Rs.)
Completed ---
Ongoing ---
Teaching and Research Experience Industry Experience
23 Years -
Journals Conference Books Published Popular Article
National International National International
3 10 1 13 3 -

List of Publications - National
V. Narmatha, Dr.M.Kamarasan, "A Review On Detection Of Glaucoma Using Various Image Processing Algorithm.", JETIR, Volume 5, Number 7, Jul 2018, pp. 857-871. 2018.
B.Pushpa. V. Narmatha, , "FIRE DETECTION SYSTEM USING COLOR MODEL IN IMAGE PROCESSING TECHNIQUE.", JCS, Volume 19, Number 7, Jul 2018, pp. 1-11. 2018.
List of Publications - International
SUBASHINI.K, Dr.V.NARMATHA, " PHISHING WEBSITE DETECTION TECHNIQUES: A LITERATURE SURVEY .", Journal of Data Acquisition and Processing , Volume 38, Number 2, Apr 2023, pp. 3329-3350. 10.5281/zenodo.777193, (ISSN 1004-9037).
J. Vaishnavi, Dr. V. Narmatha, "Estimation of Automatic Video Captioning in Real Applications using Machine Learning Techniques and Convolutional Neural Network.", International Journal of Computer Science and Network Security, Volume 22, Number 9, Sep 2022, pp. 316-326.
J. Vaishnavi, Dr. V. Narmatha, "Novel Transfer Learning Attitude for Automatic Video Captioning Using Deep Learning Models.", Indian Journal of Science and Technology, Volume 15, Number 43, Nov 2022, pp. 2325-2335.
J. Vaishnavi, Dr. V. Narmatha, "Multi-level Video Captioning based on Label Classification using Machine Learning Techniques.", International Journal of Advanced Computer Science and Applications (IJACSA), Volume 13, Number 11, Nov 2022, pp. 582-588. 2022.
J. Vaishnavi, Dr. V. Narmatha, "Video Captioning Models Based on Machine Learning and Deep Learning Techniques.", Computer Integrated Manufacturing Systems (CIMS),, Volume 28, Number 11, Nov 2022, pp. 574-599. 2011.
Narmatha Venugopal, Kamarasan Mari, "Phase quantized polar transformative with cellular automation for early glaucoma detection.", Ain Shams Engineering Journal. SCIENCE DIRECT (SCI), Volume 12, Number 4, Dec 2021, pp. 4145-4155. 2021, DOI: 10.1016/j.asej.2021.04.018.URL:
Narmatha Venugopal, Kamarasan Mari, "Surround Divergence Self Assessed Linear Regressive and Hammersley Clifford Deep Classification for Early Glaucoma Recognition.", IIOABJ, Volume 11, Number 3, May 2020, pp. 23-32. 2020.
Narmatha venugopal , Kamarasan Mari, "Automatic Detection of Glaucoma based on Refined Complete Local Binary Pattern and Random Forest Classification Method.", International Journal of Innovative Technology and Exploring Engineering, Volume Volume-8, Number Issue-10S, Aug 2019, pp. 15-22. August 2019 /10.35940/ijitee.J1003.08810S19.
Narmatha Venugopal, Kamarasan Mari, "Automated Optic Disc Segmentatrion and Classification model using Optimal Convolutional Neural Network for Glaucoma Diagnosis System.", International Journal of Engineering and Advanced Technology, Volume Volume-9, Number Issue-10S, Oct 2019, pp. 7555-7561. 10.35940/ijeat.A1928.109119, 2019.
Narmatha Venugopal, Kamarasan Mari, "AN OPTIMAL SEGMENTATION WITH DEEP LEARNING BASED CLASSIFICATION MODEL FOR AUTOMATED GLAUCOMA CLASSIFICATION.", The International journal of analytical and experimental modal analysis, Volume Volume XI, Number Issue XI, Nov 2019, pp. 1286-1301. 2019.
List of Conferences - National
SUBASHINI.K, Dr.V.NARMATHA, Detecting Phishing Websites using URL features based on Machine Learning Techniques, The Role of Computational Intelligence in Emerging Reseach Innovations (NC-RCIERI\'23), Mar 10-11, 2023, Annamalai University, Annamalai Nagar, pp. 327-333. Internal Quality Assurance Cell (IQAC), Annamalai University, Annamalai Nagar, ISBN:978-81-962982-4-1.
List of Conferences - International
SUBASHINI.K, Dr.V.NARMATHA, Website Phishing Detection of Machine Learning Approach using SMOTE Method, Fifth IEEE International Conference on Electrical, Computer and Communication Technologies, Feb 22-24, 2023, Velalar College of Engineering and Technology, Erode, pp. 1-6. IEEE Xplore, Scopus.
SUBASHINI.K, Dr.V.NARMATHA, Enhanced Deep Learning Techniques for Phishing Website Detection, International Virtual Conference on Applied Data Science and Intelligent Computing (ICADSIC23), Jan 6-7, 2023, Auxilium College(Autonomous), Vellore, pp. 1-6. ., ..
SUBASHINI.K, Dr.V.NARMATHA, Phishing Website Detection using Hyper-parameter Optimization and Comparison of Cross-validation in Machine Learning Based Solution, Advances in Electrical, Computing, Communications and Sustainable Technologies (ICAECT 2023), Jan 5-6, 2023, Bhilai, Chhattisgarh, India, pp. 1-6. IEEE Xplore, DOI:10.1109/ICAECT57570.2023.10117851.
Dr. V. Narmatha & Subashini K, Performance Evaluation of Url Features- Based Phishing Detection using Machine Learning Classification Techniques, Innovative Technologies and its Applications in Higher Education- Science, Oct 17-19, 2022, Annamalai University, pp. 207-216. Annamalai University, Internal Quality Assurance Cell, Annamalai University..
SUBASHINI.K, Dr.V.NARMATHA, PHISHING WEBPAGE DETECTION USING MULTIWAY AUTHENTICATION METHOD – AN OVERVIEW, International Conference on Comprehensive Aspects of Cognitive Systems (ICCAC\'22), May 10-10, 2022, Hindustan College of Arts and Science, Coimbatore, pp. 1-5. ., ..
SUBASHINI.K, Dr.V.NARMATHA, Phishing Webpage Detection using Multi-level Authentication Approach, ADVANCED COMPUTING AND CYBER WARFARE (ICACCW–2022), Apr 29-30, 2022, JOSEPH ARTS AND SCIENCE COLLEGE, Thirunavalur, pp. 72-79. ., ..
J. Vaishnavi, Dr. V. Narmatha, Video Captioning based on Image Captioning as Subsidiary Content, 2022 Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT), Apr 21-22, 2022, Bhilai, Chhattishgarh, India, pp. 1-6. Scopus & Web of Science, IEEE.
J. Vaishnavi, Dr. V. Narmatha, Confiner Based Video Captioning Model, Fourth International Conference on Materials Science and Manufacturing Technology 2022 (ICMSMT 2022), IOP: Materials Science and Engineering, Apr 8-9, 2022, Coimbatore, India, pp. 1-9. Web of Science, IOP Publishing.
J. Vaishnavi, Dr. V. Narmatha, Stratified Alignment using Attention Mechanism for Video Captioning, 2nd International Conference on Information Technology (InCITe 2022), Mar 3-4, 2022, Amity University, Uttar Pradesh, pp. 1-15. Lecture notes in Electrical Engineering, Springer.
Narmatha Venugopal, Kamarasan Mari, An Effective Feature Extraction Based Classification Model Using Canonical Particle Swarm Optimization with Convolutional Neural Network for Glaucoma Diagnosis System, International Conference on Computer Networks, Bigdata and IoT(ICCBI-2019, Dec 19-20, 2019, Vaigai College of Engineering, pp. 1-8. Madurai, Springer.
Narmatha Venugopal, Kamarasan Mari, An Automated Glaucoma Image Classification model using Perceptual Hash-Based Convolutional Neural Network, Second International Conference On Smart systems and Inventive technology(ICSSIT), Nov 27-29, 2019, Francis Xavier Engineering college ,Tirunelveli, pp. 188-193. Tirunelveli, IEEE Xplore.
Narmatha Venugopal, Kamarasan Mari, Automated Optic Disc Segmentation and Classification Model using Convolutional Neural Network for Glaucoma Diagnosis System, International Conference on Advances in Computing and Information Technology(ICACIT,19), Sep 24-25, 2019, Department of Computer Science and Engineering, pp. 29-33. Annamalai University, VRI Publicayions.
Narmatha Venugopal, Kamarasan Mari, Automatic Detection of Glaucoma based on Refined Complete Local Binary Pattern and Random Forest Classification Method, First International Conference On Intellighent Digital Transformation, Jul 11-13, 2019, Sri Ramakrishna Engineerimg College , Coimbarore, pp. 27-34. Coimbatore, Bonfring.
List of Book Published
Narmatha Venugopal, Kamarasan Mari, An effective feature extraction based classification model using canonical swarm particles optimization with convolution neural network for glaucoma diagnosis system, Lecture Notes on Data Engineering and Communications Technologies book series (LNDECT), volume 49: Springer(Book Chapter), 978-3-030-43192-1(e-Book), pp. 523-530. Dec 2019,
K.Subashini, Dr.V. Narmatha, Education for Sustainable Development (Volume-II), Annamalai University.: Internal Quality Assurance Cell (IQAC), 978-93-92042-15-7, pp. 330-339. Aug 2022.
J. Vaishnavi, Dr. V. Narmatha, Education for Sustainable Development, Annamalai University, Annamalai Nagar: Internal Quality Assurance Cell (IQAC), 978-93-92042-15-7, pp. 301-312. Aug 2022.
List of Awards /Honours / Memberships
IRED - AM101000582848