Noorul Islam Centre for Higher Education

Education

Ph.D. - ECE, Noorul Islam Centre for Higher Education (2018)
Ph.D. - ECE, Noorul Islam Centre for Higher Education (2017)
M.E. - Communication Systems, Noorul Islam College of Engineering (2006)
B.E. - ECE, Mepco Schelenk Engineering College (2000)

Experience

Academic Officer to Vice Chancellor, NICHE (2024-03-18 - Present)
Assistant Director, NICHE (2021-11-02 - Present)
Associate Professor, Noorul Islam Centre for Higher Education (2009-07-13 - Present)
Assistant Professor, Noorul Islam Centre for Higher Education (2006-06-15 - 2009-07-11)

Journal Publications

Adadelta-CSA: Adadelta-Chameleon Swarm Algorithm for EEG-Based Epileptic Seizure Detection by Indhu Shalini G, Sowmy I , International Journal of Computational Intelligence and Applications (2025)
Improved bounding box segmentation technique for crowd anomaly detection with optimal trained convolutional neural network by PS Rohini, Sowmy I, Network: Computation in Neural Systems (2025)
1-Bit Coding Metasurface for RCS Reduction by Priyanka R Ravi; Sreeja T K; Sowmy I; Sreedevi M G, 3rd International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC) (2025)
FrAdadelta-CSA: Fractional Adadelta Chameleon Swarm Algorithm-based feature election with SpikeGoogle-DenseNet for epileptic seizure detection by G Indu Salini, I Sowmy, TK Sreeja, Computational Biology and Chemistry (2025)
Advanced Hybrid Method for Precise Identification and Categorization of Brain Stroke from CT Images by Shahina A.R, I. Sowmy, SSRG International Journal of Electronics and Communication Engineering (2024)
HR-NET: Revolutionizing Diabetic Retinopathy Diagnosis with High-Resolution Analysis by Jasni A., Sowmy I, SSRG International Journal of Electronics and Communication Engineering (2024)
Hybrid VGG-DenseNet for anomalous behaviour detection in crowded video scenes by P.S. Rohini and I. Sowmy, International Journal of Security and Networks (2024)
Elegant detection of human voice by B. Sarala, I.Sowmy,M.Suganthy, R. Hemalatha, AIP conference proceedings (2023)
An efficient Radon mapped discrete wavelet transform based algorithm for MC-CDMA system by Sowmy I, Jayakumari J, International Journal of Enterprise Network Management (2017)
A Radon Mapped Discrete Wavelet Transform Based Algorithm with Channel Compensation for MC-CDMA System in Fading Channels by Sowmy I, Jayakumari J, International Journal Control Theory and Application (2015)
Cardiac cycle phase estimation in 2-D using support vector machine by Shania Mereen Soman,Karthika Mohanan,I.Sowmy, International Journal of Advanced Research Trends in Engineering and Technology (2015)
Automatic Lung Lobes Segmentation from Chest CT Scans by Fathima Shifana.J.M, Saranya. R.S., Sowmy I, International Journal of Research in Engineering and Bioscience (2014)
Near Infrared Hand Vein Image Segmentation and Registration for Biometrics and Injection by Ansu Johnson, Preethi M Iyer, Sona Ann Sunny, I.Sowmy, International Journal of Research in Engineering and Bioscience (2014)
Simulation and Analysis of MC-CDMA System using Discrete Wavelet Transform by Sowmy I, Jayakumari J, Proc. IEEE conference on Information & Communication Technologies (2013)
Breast Cancer Detection Using MMRF by Dr.S.Thamarai Selvi, Y.Ireaneus Anna Rejani, I.Sowmy, Proc. International Conference on Information and Automation, Srilanka (2005)
Active humidifier for dry eyes by Dr I Sowmy, Happy Muhammed Nath, Mohammed Azmil R.,Navadeep U.S., Thasni M., International Conference on Advancements in Automotive Technology (0)

Books Published

No books published.

Patents

EEG-Guided Transcutaneous Vagus Nerve Stimulation(tVNS) System for Seizure Control, 202541010121, 2025, The Patent Office, Govt. of India - Utility - Examination
Digital and live text to braille and audio converter, 549680, 2023, The Patent Office, Govt. of India - Utility - Granted

Conferences

Advancing Satellite Communication: A Survey on Constellation Architectures, Emerging Technologies, and Security Frameworks, Fifth International Conference on Control, Instrumentation, Communication, and Computational Technologies—ICCICCT 2025 (April 24, 2025)
Fractional Adadelta Chameleon Swarm Algorithm Enabled Densenet for Epileptic seizure detection, IEEE 8th International Conference on Trends in Electronics and Informatics (April 24, 2025)
Anomalous Behaviour Detection Using Optimized VGG-Densenet from Crowded Video Scenes, IEEE 8th International Conference on Trends in Electronics and Informatics (ICOEI-2025) (April 24, 2025)
A review of machine learning approaches for EEG based epileptic seizure detection, International conference on emerging technologies in engineering and applied sciences (ICETEAS 2023) (April 12, 2025)
A HYBRID DEEP LEARNING APPROACH FOR AUTOMATED STROKE DETECTION AND CLASSIFICATION FROM CT IMAGES, International Conference on Emerging Technologies In Engineering and Applied Sciences, (ICETEAS 2025) (April 3, 2025)
AUTOMATED DIABETIC RETINOPATHY DETECTION USING EFFICIENTNET-B5 AND CBAM : A DEEP LEARNING APPROACH FOR ENHANCED SCREENING, International Conference on Emerging Technologies In Engineering and Applied Sciences, (ICETEAS 2025) (April 3, 2025)
Advances in Crowd Anomaly Detection: A Review, International Conference on Emerging Technologies In Engineering and Applied Sciences, (ICETEAS 2025) (April 3, 2025)
Recent Advances in Epileptic Seizure Detection from EEG Signals Using Deep Leaning – A Comprehensive Review, International Conference on Emerging Technologies In Engineering and Applied Sciences, (ICETEAS 2025) (April 3, 2025)
REVIEW ON MICROWAVE ANTENNAS AND ANTENNA ARRAYS FOR MICROWAVE BREAST IMAGING SYSTEMS, International Conference on Emerging Technologies In Engineering and Applied Sciences, (ICETEAS 2025) (April 3, 2025)
Phase Cancellation Methods in RCS Reduction: A Systematic Review, International Conference on Emerging Technologies In Engineering and Applied Sciences, (ICETEAS 2025) (April 3, 2025)
Design and Analysis of Ultra-Wideband Circular Monopole Antenna with Defected Ground Structure (DGS), International Conference on Emerging Technologies In Engineering and Applied Sciences, (ICETEAS 2025) (April 3, 2025)
AUTOMATED DIABETIC RETINOPATHY DETECTION USING EFFICIENTNET-B5 AND CBAM : A DEEP LEARNING APPROACH FOR ENHANCED SCREENING, International Conference on Emerging Technologies In Engineering and Applied Sciences, (ICETEAS 2025) (April 2, 2025)
1-Bit Coding Metasurface for RCS Reduction, IEEE 2025 3rd International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC) (February 27, 2025)
Seamless Integration of CNN and LSTM for Stroke Identification and Classification in CT Image Sequences, International Conference on Emerging Trends in Electronics and Communication Engineering (iNACETEC'24) (April 29, 2024)
Path to Precision: Alex Net-GRU Based Hybrid Model for Early Detection and Classification of Diabetic Retinopathy, International Conference on Emerging Trends in Electronics and Communication Engineering (iNACETEC'24) (April 29, 2024)
Exploring Brain Stroke Detection and Classification Techniques: A comprehensive Review, International Conference on Networks,Image and Security (ICNIS-2023) (August 23, 2023)
A detailed review on recent trends in classification and detection of diabetic retinopathy, International Conference on Networks,Image and Security (ICNIS-2023) (August 23, 2023)
Comprehensive survey on crowd anamoly detection models, International conference on emerging technologies in engineering and applied sciences (ICETEAS 2023) (April 12, 2023)
Simulation and analysis of MC-CDMA system using discrete wavelet transform, 2013 IEEE Conference on Information & Communication Technologies (April 11, 2013)
Breast Cancer Detection Using MMRF, International Conference on Information and Automation (December 15, 2005)

Projects

Dr. Sowmy.I - Drowsiness detection system based on heart rate variability using IOT technology for health care
Dr. Sowmy I - Smart Edge-Based AI System for Real-Time Seizure Prediction and Detection Using Optimized EEG Signal Processing and Deep Learning Models
Dr. Sowmy.I - Lung disease diagnosis through volatile organic compound detection
Dr. Sowmy.I - Automatic lung lobes segmentation from chest CT scans

Faculty Development Programs (FDP)

Faculty Development Program - FDP on Bioimaging and Signal Processing (May 26, 2025 to May 30, 2025)
Advanced Technologies for Smart Power Systems - ATAL (February 10, 2025 to February 15, 2025)
Disease due to lifestyle changes - 7 days online FDP (May 15, 2024 to May 22, 2024)
Training - Certification in Satellite Photogrammetry and its Application (June 29, 2020 to July 3, 2020)

Online Courses

IBM Data Science Methodology - Coursera (July 2, 2025 to July 20, 2025)
IBM Tools for Data Science - Coursera (June 13, 2025 to July 2, 2025)
IBM Data science orientation - Coursera (June 5, 2025 to June 13, 2025)

Events Organized

Dr. Sowmy I - two day workshop on Internet of Things in Biomedical Applications
Dr. Sowmy I - Workshop on " Intelligence Testing and Skill Development"
Dr. Sowmy I - Alumni Interaction
Dr. Sowmy I - Chandrayaan Utsav

Awards

Dr. Sowmy I - NICHE Ascend 2025

Guest Activities

No guest activities available.

Additional Contributions

Other - Technical Reviewer (April 3, 2025)
Other - PDP- Role of AI in transforming innovation and IP Management (December 17, 2024)

Dr. Sowmy I