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K. Martin Sagayam

K. Martin Sagayam

Professor and R&D Coordinator
SRM Group of Institutions
LiveDNA ID: 91.26259
24 Publications
0 Editorial Roles
0 Projects

About

Professional Summary

Dr. K. Martin Sagayam, received his PhD in Electronics and Communication Engineering (Signal image processing using machine learning algorithms) from Karunya University. He received Master of Engineering in Communication Systems from Anna University, Chennai and received Bachelor of Enigeering in Electronics and Communication Engineering from Anna University. Currently, he is working as Assistant Professor in the Department of ECE, Karunya Institute Technology and Sciences, Coimbatore, India. He has authored/ co-authored more number of referred International Journals. He has also presented more than 20 papers in reputed international and national conferences. He has authored 2 edited book and 10 book chapters with reputed international publishers like Elsevier, Springer, IGI Global and CRC press. He has editorial board in the reputed book and book series with reputed international publishers like IGI Global, and CRC Press. He has reviewed research articles from the journal of Signal, Image and Video Processing, Intelligent Decision Technologies, International Journal of Engineering Research & Technology, Pattern analysis and its applications and Informing Science Institute. He is an active member of professional bodies such as Engineering and Scientific Research Groups, International Society of Promising Computer Engineers, Copernicus, Scientific Engineering Research Corporation, International Association of Computer Science and Information Technology, International Association of Engineers, Indian Society of Electronics and Communication Engineering and Orcid. His area of interest includes Communication systems, signal and image processing, machine learning and virtual reality.

Employment

Professional Appointments
Professor and R&D Coordinator
SRM Group of Institutions
Nov 2025 — Present | Trichy, India

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Education

Academic Background
  • Ph.D. Karunya University, India Electrical and Computer Engineering | Completed: 2018
  • M.Eng. Anna University, India Communication Systems | Completed: 2011
  • B.E. Anna University, India Electrical and Computer Engineering | Completed: 2009

Publications (24)

Selected Scholarly Contributions
Early Identification of Diabetic Retinopathy from Fundus Images Using a Multi-scale Feature Fusion Network Built on MobileNetV3
S. Percy Deborah, K. Martin Sagayam, Kevin Philip Abraham, Shajin Prince
Lecture Notes in Networks and Systems | Book Chapter
Crossref
2026
A Multilevel Deep Learning Model for Automated Brain Tumor Segmentation Using Magnetic Resonance Images
Aneesh S. Perumprath, Kulandairaj Martin Sagayam, Syed Immamul Ansarullah, Shafat Khan, Sami Alshmrany, Farhan Amin, Isabel de la Torre Díez, Mirtha Silvana Garat de Marin, Eduardo Silva Alvarado
Diagnostics | Journal Article
Crossref
2026
Diabetic retinopathy detection and grading system using deep learning approach
D. Siva Sundhara Raja, S. Kumarganesh, K. Martin Sagayam, Hien Dang
DIGITAL HEALTH | Journal Article
Crossref
2026
Enhancing healthcare data security using RFE and CRHSM for big data
C. Sreedhar, K. Mahesh babu, Suresh Kallam, G.S. Pradeep Ghantasala, S. Anthoniraj, S. Kumarganesh, K. Martin Sagayam, Binay Kumar Pandey, Digvijay Pandey
Computers in Biology and Medicine | Journal Article
Crossref
2025
Metaheuristic Algorithms and Optimizing Neural Networks for Biomedical Image Processing
Edited Book
Crossref
2025
RETRACTED: SAtUNet: Series atrous convolution enhanced U‐Net for lung nodule segmentation
Salomi Selvadass, P. Malin Bruntha, K. Martin Sagayam, Hatıra Günerhan
International Journal of Imaging Systems and Technology | Journal Article
Crossref
2024
An automated cervical cancer diagnosis using genetic algorithm and CANFIS approaches
Elayaraja P, Kumarganesh S, K. Martin Sagayam, Andrew J
Technology and Health Care | Journal Article
Crossref
2024
IoT-Based Health Monitoring System for Heartbeat—Analysis
B. Mary Havilah Haque, K. Martin Sagayam
Lecture Notes in Networks and Systems | Book Chapter
Crossref
2024
Enhanced Facial Emotion Recognition by Optimal Descriptor Selection with Neural Network
P. M. Ashok Kumar, Jeevan Babu Maddala, K. Martin Sagayam
IETE Journal of Research | Journal Article
Crossref
2023
Designing and Selection of Mixed Relational Complete Chain Sampling Plan Using Variance Principle (RCCSP‐VP)
K. Rebecca Jebaseeli Edna, V. Jemmy Joyce, K. Martin Sagayam, S. Elizabeth Amudhini Stephen, Hatira Günerhan, Homan Emadifar
Mathematical Problems in Engineering | Journal Article
Crossref
2023
Handbook of Research on Data-Driven Mathematical Modeling in Smart Cities
Advances in Data Mining and Database Management | Edited Book
Crossref
2023
Neuromorphic Computing Systems for Industry 4.0
Advances in Systems Analysis, Software Engineering, and High Performance Computing | Edited Book
Crossref
2023
Vulnerabilities and Ethical Issues in Machine Learning for Smart City Applications
K. Martin Sagayam, Roopa Jeyasingh, J. Jenkin Winston, Tony Jose
Advances in Science, Technology & Innovation | Book Chapter
Crossref
2022
UAVs for Multidisciplinary Applications
Govarthan R., Hariharan S., John Paul, Thusnavis Bella Mary, K. Martin Sagayam, Ahmed A. Elngar
Advances in Computational Intelligence and Robotics | Book Chapter
Crossref
2022
Unmanned Aerial Vehicles and Multidisciplinary Applications Using AI Techniques
Advances in Computational Intelligence and Robotics | Edited Book
Crossref
2022
Underwater estimation of audio signal prediction using fruit fly algorithm and hybrid wavelet neural network.
Sagayam, K.M., A. Ghosh, B. Bhushan, J. Andrew, K. Cengiz and A.A. Elngar,
J. Reliable Intell. Environ., | Journal Article
Self K. Martin Sagayam
2022
Design of Si based nano strip resonator with polarization-insensitive metamaterial (MTM) absorber on a glass substrate.
John, H.V.D., D.J. Moni, D.N. Ponraj, K.M. Sagayam, D. Pandey and B.K. Pandey,
Silicon, | Journal Article
Self K. Martin Sagayam
2022
Super-resolution reconstruction of brain magnetic resonance images via lightweight autoencoder
J. Andrew, T.S.R. Mhatesh, Robin D. Sebastin, K. Martin Sagayam, Jennifer Eunice, Marc Pomplun, Hien Dang
Informatics in Medicine Unlocked | Journal Article
Crossref
2021
Visual-Saliency-Based Abnormality Detection for MRI Brain Images—Alzheimer’s Disease Analysis
A. Andrushia, K. Sagayam, Hien Dang, Marc Pomplun, Lien Quach
Applied Sciences | Journal Article
Crossref
2021
Predicting the Death Rate Around the World Due to COVID-19 Using Regression Analysis
Rajit Nair, Mueksh Soni, Bhavna Bajpai, Gaurav Dhiman, K. Martin Sagayam
International Journal of Swarm Intelligence Research | Journal Article
Crossref
2021
Impact of pairing an augmented reality demonstration with online video lectures… Does it improve students performance?
Kaliyaperumal, S., M.H. Abd Wahab, K.M. Sagayam, R. Ambar and H.M. Poad,
Asian J. Univ. Educ., | Journal Article
Self K. Martin Sagayam
2021
Wireless network upgraded with artificial intelligence on the data aggregation towards the smart internet applications.
Priyanka, E.B., S. Thangavel, K.M. Sagayam and A.A. Elngar,
Int. J. Syst. Assur. Eng. Manage., | Journal Article
Self K. Martin Sagayam
2021
Fuzzy genetic based dynamic spectrum allocation approach for cognitive radio sensor networks
Ganesan RAJESH, Xavier Mercilin RAAJINI, Kulandairaj Martin SAGAYAM, Bharat BHUSHAN, Utku KÖSE
TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES | Journal Article
Crossref
2020
ABC algorithm based optimization of 1-D hidden Markov model for hand gesture recognition applications
K. Martin Sagayam, D. Jude Hemanth
Computers in Industry | Journal Article
Crossref
2018