Associate Professor
Embedded Systems
1.Embedded Systems
2. Machine Learning
3. Deep Learning
4. Data Analytics
5. Data Optimization
1. Synthetic aperture radar image despeckling based on modified convolution neural network, Applied Geomatics, Year 2022,https://doi.org/10.1007/s12518-022-00420-8(SCI)
2. Orthogonal learning-based Gray Wolf Optimizer for identifying the uncertain parameters of various photovoltaic models,Optik, Volume 247, 2021, ISSN 00304026,https://www.sciencedirect.com/science/article/pii/S0030402621015394 (SCI).
3. Intelligent Voice Controlled Wheel Chair for Disabled People, Cardiometry, Year 2023, https://doi.org/10.18137/cardiometry.2023.26.532536 (ESCI).
4. Smart monitoring, management and control of Blood bank Management System using IOT, Cardiometry, Year 2023, https://doi.org/10.18137/cardiometry.2023.26.537543(ESCI).
5. Retinal Image Enhancement by Intensity Index Based Histogram Equalization for Diabetic Retinopathy Screening, EAI/Springer Innovations in Communication and Computing.https://doi.org/10.1007/978-3-030-47560-4_8; 2020 (SCOPUS)
6. Automated Detection of Retinal Hemorrhage Based on Supervised Classifiers and Implementation in Hardware Smart Innovation, Systems and Technologies.; Springer Singapore,https://doi.org/10.1007/978-981-15-5224-3_6(SCOPUS)
7. Binary operation based hard exudate detection and fuzzy based classification in diabetic retinal fundus images for real time diagnosis applications, International Journal of Electrical and Computer Engineering (IJECE), 10(3),pp. 2305–2312, 2020. http://doi.org/10.11591/ijece.v10i3.pp2305-2312(SCOPUS)
8. Retinal exudates detection using binary operation and hard exudates classification using support vector machine; International Journal of Innovative Technology and Exploring Engineering 8(9), pp. 149–154, 2019. DOI: 10.35940/ijitee.I7572.078919 (SCOPUS)
9. Intensity Index Based Histogram Equalization Technique for retinal Image Enhancement and Classification of Hard Exudates using Supervised Learning, International Journal of Engineering and Advanced Technology 8(5), pp. 1708–1713, 2019. (SCOPUS)
10. An Inference of current techniques in retinal hemorrhage detection, International Journal of Engineering Trends and Technology (IJETT) Volume 48, Number 5, 2017 (SCOPUS)
11. Natural Image and Video Decomposition with Applications to Single Image Denoising, International Journal of Computer Trends and Technology (IJCTT), Volume-48 Number-3, 2017, DOI: 10.14445/22312803/IJCTT-V48P128
12. Object Tracking using HOG and SVM, International Journal of Engineering Trends and Technology (IJETT) – Volume 48 Number 6 June 2017, DOI : 10.14445/22315381/IJETTV48P257 (SCOPUS)
1. “Automated Detection of Retinal Hemorrhage Based on Supervised Classifiers and Implementation in Hardware”. SMARTCOM 2020, 24-25 January 2020, Bangkok, Thailand
2. “Retinal Image Enhancement by Intensity Index Based Histogram Equalization for Diabetic Retinopathy Screening”, BDCC 2019 - 2nd EAI International Conference on Big Data Innovation for Sustainable Cognitive Computing 12-13 December, 2019, Coimbatore, Tamil Nadu, India
3. “A survey on Automated Detection of Microaneurysm”. International Conference on Control Instrumentation Communication and Computational Technologies. ICCICCT 2014, 10-11 July 2014, Noorul Islam Centre for Higher Education, Thuckalay, Tamil Nadu, India.
4. “Automated Library System” , National Conference on Recent Trends and Innovations in Electronics and Electrical Engineering (NCRTIEEE) 11th April 2014, Axis College of Engineering, Thrissur, Kerala, India
5.“Autonomous Navigation Using Stereo Disparity Method”, 4th International conference on Intelligent Science and Technology, 19th -23rd March, 2012, Sun College of Engineering and Technology, Kanyakumari, Tamil Nadu, India
6. “Robust Blind De-blurring using Sparse Approximation”, Emerging Trends in Computer and Communication Technologies, 16 – 17 February, 2012, Maria College of Engineering and Technology, Thiruvattar, Tamil Nadu, India
“Load dispatch optimization algorithm utilizing backpropagation based on Levenberg-Marquardt with Artificial Bee Colony Optimization”
With an illustrious teaching career spanning over 11 years, commenced journey as a Lecturer at IES Polytechnic College, Trivandrum, in June 2012, progressing to the role of Assistant Professor in Electronics and Communication at Axis College of Engineering, Trissur, Kerala, where I contributed from December 2012 to February 2018. Subsequently, I transitioned to the role of Content Creator and Academic Instructor at Talentspire L.L.P., Trivandrum, from March 2018 to July 2022. Further advancing my career, I served as the Head of Department and Associate Professor in Electronics and Communication Engineering at Universal Engineering College, Trissur, Kerala, from August 2022 to October 2023. Currently, I hold the esteemed position of Associate Professor in Electronics and Communication Engineering at Saveetha Engineering College, Chennai, contributing to the academic excellence of the institution since October 2023.
1. IEEE Member
2. ISTE lifetime member
