Noorul Islam Centre for Higher Education

Education

Ph.D - CSE, Anna University (2014)
M.E - CSE, Arulmigu Kalasalingam College of Engineering, Srivilliputhur (1998)
B.E - ECE, National Engineering College,Kovilpatti (1994)

Experience

Professor, Noorul Islam Centre for Higher Education, Kumaracoil (2018-01-12 - Present)
Professor, Noorul Islam Centre for Higher Education, Kumaracoil (2018-01-12 - Present)
Associate professor, Noorul Islam Centre for Higher Education, Kumaracoil (2010-09-18 - 2018-01-11)
Assistant Professor, Noorul Islam College of Engineering, Kumaracoil (2005-01-03 - 2010-09-17)
Lecturer, Jayamatha Engineering College, Aralvaimozhi (1996-06-03 - 1999-03-31)
Lecturer, Noorul Islam College of Engineering, Kumaracoil (1995-05-31 - 2005-01-02)

Journal Publications

Deepfake Video Forensics: A Hybrid Deep Learning Model for Detecting Deepfake Faces in Videos by Ansar, Mathusoothana S Kumar, international journal of intelligent engineering & systems (2025)
Efficient lightweight cryptographic solutions for enhancing data security in healthcare systems based on IoT by Abdul Muhammed Rasheed and Retnaswami Mathusoothana Satheesh Kumar, Frontiers in Computer Science (2025)
Explainable Machine Learning Prediction for the Academic Performance of Deaf Scholars by Raji Nirmala Rajamoni, Retnaswamy MathuSoothana Satheesh Kumar and Biji Christopher Leela, IEEE Access (2024)
Cloud Security System for ECG Transmission and Monitoring Based on Chaotic Logistic Maps by Rajasree Gopalakrishnan and Retnaswami Mathusoothana Satheesh Kumar, Journal of Advanced Research in Applied Sciences and Engineering Technology (2024)
Decoding the Pulse: Advancements in ECG Data Encryption by Rajasree G, R. Mathusoothana S Kumar, International Journal of Intelligent Systems and Applications in Engineering (2024)
Lightweight Cryptographic Algorithms for Medical IoT Devices using Combined Transformation and Expansion (CTE) and Dynamic Chaotic System by Abdul Muhammed Rasheed, Retnaswami Mathusoothana Satheesh Kumar , International Journal of Advanced Computer Science and Applications (2024)
Secure transmission and monitoring of ECG signals based on chaotic mapping Algorithms by Rajasree G, R. Mathusoothana S Kumar, Automatika?- Journal for Control, Measurement, Electronics, Computing and Communications (2024)
Improved Lightweight Image Encryption and Decryption for Medical IoT Devices Using 6D Chaotic Maps with XOR Diffusion, Permutation and Substitution by Abdul Muhammed Rasheed, Retnaswami Mathusoothana Satheesh Kumar, Journal of Electrical Systems (2024)
Closing the gap: exploring the untapped potential of machine learning in deaf students and hearing students’ academic performance by Raji Nirmala Rajamoni, Retnaswamy MathuSoothana Satheesh Kumar and Biji Christopher Leela, International Journal of Advanced Technology and Engineering Exploration (2023)
Enhancing the performance of students academic by teachers in the initial prediction of academics by Ierin Babu and R. MathuSoothana S. Kumar, International Journal of Futuristic Innovation in Engineering, Science and Technology (2023)
Evolutionary Algorithm Based Feature Subset Selection for Students Academic Performance Analysis by Ierin Babu and R. MathuSoothana S. Kumar, Intelligent Automation & Soft Computing (2023)
Factors Affecting the Academic Performance of Students with Hearing Impairment by Raji Nirmala Rajamoni, Retnaswamy MathuSoothana Satheesh Kumar and Biji Christopher Leela, Revue d'Intelligence Artificielle (2022)
A novel machine learning based probabilistic classification model for heart disease prediction by A. ANN ROMALT and MATHUSOOTHANA S. KUMAR, Journal of Medical Imaging and Health Informatics (2022)
Data Mining Approach for Diagnosing Heart Diseases through Deep Neural Network by A. ANN ROMALT and MATHUSOOTHANA S. KUMAR, Periodico Di Mineralogia (2022)
GEVE: A generative adversarial network for extremely dark image/video enhancement by C. Anitha and R.Mathusoothana S. Kumar , Pattern Recognition Letters (2022)
Watershed based algorithms for the segmentation of spine MRI by M. Leena Silvoster, R. Mathusoothana S. Kumar, International Journal of Information Technology (2022)
Non-linear Sorenson–Dice Exemplar Image Inpainting Based Bayes Probability for Occlusion Removal in Remote Traffic Control by P. L. Arun, R Mathusoothana S Kumar, Multimedia Tools and Applications (2021)
An Analysis on Feature Selection Methods, Clustering and Classification used In Heart Disease Prediction –A Machine Learning Approach by Ann Romalt, R. Mathusoothana S. Kumar, Journal of Critical Reviews (2020)
Efficient segmentation of lumbar intervertebral disc from MR images by Leena Silvoster M, Retnaswami Mathusoothana S. Kumar, IET Image Processing (2020)
Fault Identification for Steam Boiler Tube Leakage in Thermal Power Stations Using Data Outlier by N. Ramanujam and R. Mathusoothana S. Kumar, Journal of Advanced Research in Dynamical & Control Systems (2019)
Prewitt Texture Filter Synthesis for Efficient Image Occlusion Removal to Visualize Hidden Objects by P. L. Arun, R Mathusoothana S Kumar, Journal of Advanced Research in Dynamical & Control Systems (2019)
Fast Iterative Boundary based in Painting Using Morphological Erosion and SSD by Shyni Shajahan, Dr.R. Mathusoothana S Kumar and Dr. Jacob Vetha Raj, Journal of Advanced Research in Dynamical & Control Systems (2019)
Automatic Segmentation, Size Determination and Classification of IVD by M. Leena Silvoster and R. Mathusoothana S. Kumar, Journal of Advanced Research in Dynamical & Control Systems (2019)
Direction Oriented Block based Inpainting using Morphological Operations by Shyni Shajahan, Dr.R. Mathusoothana S Kumar and Dr. Jacob Vetha Raj, International Journal of Innovative Technology and Exploring Engineering (2019)
Extremely Low Light Video Enhancement along with No-Reference Video Quality Measurements by Anitha and R. Mathusoothana S. Kumar, International Journal of Advanced Trends in Computer Science and Engineering (2019)
State of the Art Analysis of Low Light Video Noise and Various Environmental Conditions for Enhancement by Anitha and R. Mathusoothana S. Kumar, International Journal of Engineering and Advanced Technology (2019)
A Critical Review on Low Light Video Enhancement by Anitha and R. Mathusoothana S. Kumar, International Journal of Recent Engineering Research and Development (IJRERD) (2019)
Robust multi-view videos face recognition based on particle filter with immune genetic algorithm by R. Mathusoothana S. Kumar, IET Image Processing (2019)
Efficient Identification of Desiccated Lumbar IVD From MRI by M. Leena Silvoster and R. Mathusoothana S. Kumar, Emerging Technologies In Networking And Security (ETNS): IIOAB Journal (2016)
A Novel Algorithm for Shadow Detection and Reconstruction in High-Resolution Satellite Images by Arun, Mathusoothana S. Kumar and Bijukumar, Emerging Technologies In Networking And Security (ETNS): IIOAB Journal (2016)
Face Recognition using Symmetric Local Graph Structure by Movina R. Ayoop and Mathu Soothana S Kumar R, Indian Journal of Science and Technology (2015)
ORICS kernel discriminant Analysis by Mathu Soothana S. Kumar and Muneeswaran Karuppiah, International Journal of Soft Computing (2013)
Optimal Feature Extraction Using Greedy Approach for Random Image Components and Subspace Approach in Face Recognition by Mathu Soothana S. Kumar and Muneeswaran Karuppiah, Journal of Computer Science and Technology (2013)
An Improved Face Recognition Technique Based on Modular LPCA Approach by Mathu Soothana S. Kumar. R and Muneeswaran .K, Journal of Computer Science (2011)

Books Published

Segmentation of Images Using Watershed and MSER: A State-of-the-Art Review, ISBN: Studies in Systems, Decision and Control, Publisher: Springer
Computer Networks, ISBN: 978-81-980078-9-6, Publisher: San International Scientific Publications
Problem Solving and Python Programming, ISBN: ASIN ? : ? B0CWW1ZQ16, Publisher: SAN INTERNATIONAL SCIENTIFIC PUBLICATION

Patents

AI-Based Smart Seed Sowing Robot, 462685-001, 2025, The Patent Office, Government of India - Design - Examination
Optimizing Cyber Defense by Integrating Snort with Darktrace for Enhanced Threat Analysis, 202441072602, 2024, Office of the controller General of patents, Designs and Trade Marks - Utility - Examination
HYBRID NETWORK INTRUSION DETECTION FRAMEWORK USING CNN-BASED ENSEMBLE CLASSIFIER WITH WIRESHARK AND HONEYPOT, 202441066485, 2024, Office of the controller General of patents, Designs and Trade Marks - Utility - Examination
ML Based Breast Cancer Monitoring Device, 407480-001, 2024, The Patent Office, Government of India - Design - Granted
ROBUST MULTI-VIEW VIDEOS FACE RECOGNITION BASED ON PARTICLE FILTER WITH IMMUNE GENETIC ALGORITHM, 202341046736, 2023, Office of the controller General of patents, Designs and Trade Marks - Utility - Examination

Conferences

From Theory To Practice: Unsupervised, Weakly Supervised,And Reinforcement Learning Approaches To Video Summarization, International Conference on Trends in Engineering Systems and Technologies (April 3, 2025)
Hybrid AI Model for Efficient Video Summarization: A Smart Framework, International Conference on Innovations in Engineering and Technology (April 2, 2025)
Ahead of the Curve: A Survey of Principal Challenges in Medical IoT Network Development, International Conference on Innovations in Engineering and Technology (April 2, 2025)
Challenges and Insights in FAT File System Recovery for Cyber Forensics Investigations, International Conference on Innovations in Engineering and Technology (April 2, 2025)
Next-Gen Defences: Exploring the Frontier of Lightweight Cryptography for Medical IoT, International Conference on Innovations in Engineering and Technology (April 2, 2025)
Optimizing TransUNet for Liver Segmentation using Butterfly Optimization Algorithm (BOA), International Conference on Innovations in Engineering and Technology (April 2, 2025)
Exploring Web Application Penetration Testing: A Comprehensive Analysis using DVWA, International Conference on Innovations in Engineering and Technology (April 2, 2025)
AI-Powered Deepfake Detection: A Hybrid InceptionV3-LSTM Approach for Secure Video Authentication, International Conference on Innovations in Engineering and Technology (April 2, 2025)
The prediction of cardiovascular disease using hybrid learning: An Integrative approach to data science, International Conference on Computing, Circuits, Energy and Materials (March 30, 2025)
Video Deepfake Detection: Current Trends, Methodologies, and Future Directions, International Conference on Machine Learning and Autonomous Systems (March 10, 2025)
Ambient Areas for Forensic Investigation in FAT File System, International Conference on Networks Image and Security (August 23, 2023)
Predicting Heart Disease with a Multi-Faceted Deep Learning Framework using Feature Selection, K-Means Clustering, and RMSPROP Optimization, International Conference on Networks Image and Security (August 23, 2023)
Encryption and Compression of ECG signals using RSA and Wavelet Coefficients, International Conference on Networks Image and Security (August 23, 2023)
A Machine Learning Approach to analyse the Academic Performance of Deaf Scholars, International Conference on Networks Image and Security (August 23, 2023)
Applying Encoder-Decoder Architecture for Semantic Segmentation on 3DIRCADB Data set, International Conference on Networks Image and Security (August 23, 2023)
Prediction of Cardio Vascular Disease by Deep Learning and Machine Learning-A Combined Data Science Approach, International Conference on Computer, Power and Communications (ICCPC) (December 14, 2022)
Internal Intrusion Detection and Prevention System by Using Data Mining and Cryptographic Techniques, International Conference on Networks Image and Security (April 10, 2019)
An improved sparse code representation using local matching for deterministic face authentication, International Conference on Control, Instrumentation, Communication and Computational Technologies (ICCICCT) (July 10, 2014)
A PSO Feature Selection Approach for Illumination and Expressions to Intelligent Facial Recognition, International Conference on Networks Image and Security (April 10, 2014)
Facial recognition by Optimal Random Image Component Selection, International Conference on Computing, Electronics and Electrical Technologies (ICCEET) (March 21, 2012)
Markup language security system, e-Society 2004 (July 19, 2004)

Projects

No projects available.

Faculty Development Programs (FDP)

Six days Faculty Development Programme - Academic@2047 (April 23, 2025 to April 29, 2025)
One Week National Level Online Faculty Development Program - Outcome Based Education and Application of Generative AI in Teaching and Research (January 2, 2025 to January 11, 2025)
ICT Academy one week Faculty Development Program - Palo Alto Cloud Security Fundamentals (May 13, 2024 to May 17, 2024)
One Week National level Online Faculty Development Program - Outcome Based Education and Application of Generative AI in Teaching and Research (April 17, 2024 to April 24, 2024)

Online Courses

Fundamentals of Artificial Intelligence - Ministry of Education, Government of India (NPTEL) (July 21, 2024 to October 10, 2024)

Events Organized

Dr. Mathusoothana S. Kumar R - Guest Lecture on Machine Learning Diabetes Prediction
Dr. Mathusoothana S. Kumar R - Professional Development on Transformers in AI : From Data to Dialogue and Personalization
Dr. Mathusoothana S. Kumar R - Seminar on Impact of Education
Dr. Mathusoothana S. Kumar R - Seminar on AGI: The Next Frontier in Human-AI Collaboration
Dr. Mathusoothana S. Kumar R - Workshop on "An Insight into Deep learning"
Dr. Mathusoothana S. Kumar R - Seminar on "Internet of Things"
Dr. Mathusoothana S. Kumar R - Seminar On "Ethical hacking And Cyber Security"
Dr. Mathusoothana S. Kumar R - Seminar On Campus On Boarding
Dr. Mathusoothana S. Kumar R - Professional Development on Application of Artificial Intelligence and Operations Research in Industry
Dr. Mathusoothana S. Kumar R - Seminar on Stress Management
Dr. Mathusoothana S. Kumar R - Workshop on Embedded Intelligence
Dr. Mathusoothana S. Kumar R - Workshop on Digital Defenders” – Strengthening Security Awareness
Dr. Mathusoothana S. Kumar R - Guest Lecture on Cyber Security
Dr. Mathusoothana S. Kumar R - International Conference on Networks, Image and Security
Dr. Mathusoothana S. Kumar R - Workshop on Core Java Phase I
Dr. Mathusoothana S. Kumar R - Workshop on Full stack web development
Dr. Mathusoothana S. Kumar R - Seminar on "Entrepreneur ship skill, Attitude and Behaviour Development
Dr. Mathusoothana S. Kumar R - National level workshop on the Microsoft Azure Fundamentals
Dr. Mathusoothana S. Kumar R - National level workshop on the Power of open source technologies
Dr. Mathusoothana S. Kumar R - Machine Learning using Python
Dr. Mathusoothana S. Kumar R - Online FDP on Emerging Technologies in IT Industry-2020
Dr. Mathusoothana S. Kumar R - Online Workshop on Patent Awareness
Dr. Mathusoothana S. Kumar R - Workshop on Cisco Packer Tracer
Dr. Mathusoothana S. Kumar R - Workshop on Digital Data Extraction Procedure for Cyber Forensics Application
Dr. Mathusoothana S. Kumar R - International Conference on Networks, Image and Security (ICNIS-2019)
Dr. Mathusoothana S. Kumar R - Workshop with MATLAB Image Processing
Dr. Mathusoothana S. Kumar R - Advanced Java Phase-I
Dr. Mathusoothana S. Kumar R - Workshop on Core Java Phase II

Awards

Dr. Mathusoothana S. Kumar R - NPTEL Online Certification (Fundamentals of Artificial Intelligence))
Dr. Mathusoothana S. Kumar R - Elite NPTEL Online Certification (Programming in Java)

Guest Activities

No guest activities available.

Additional Contributions

No additional contributions available.

Dr. Mathusoothana S. Kumar R