Mrs. V. Sudha
Assistant Professor
M.Sc (Software Systems, Bharathiar University), Ph.D. (Bharathiar University), NET Qualified
- Mrs. V. Sudha is an academic professional with a Ph.D. in Computer Science and NET qualification. She has a strong background in software systems, programming and research, and has contributed significantly to academia through teaching, research publications and participation in national and international conferences. Her research focuses on image processing, machine learning and remote sensing, with several published papers in reputed journals. She has a strong teaching background, having worked in higher education institutions for over ten years and has actively taken on leadership roles in academic and extracurricular activities.
Specialisations and Interests
Digital Image Processing, Machine Learning
Publications and Career Highlights
- “Oil Spill Detection and Recognition Utilizing Faster R-CNN with Enhanced Mobilenetv2 Architecture”, International Journal of Intelligent Systems and Applications in Engineering, 12(17s), pp. 304–321, 2024, ISSN: 2147-6799 (Scopus)
- “OSD-DNN: Oil Spill Detection Using Deep Neural Networks”, International Journal of Performability Engineering, 2024, Vol. 20, Issue 2, p.57, ISSN: 0973-1318 (Scopus)
- “Big Data and IoT-Based Flood Monitoring Using Deep Neural Network”, in: Devi, V.A. (eds) Sustainable IoT and Data Analytics Enabled Machine Learning Techniques and Applications, Contributions to Environmental Sciences & Innovative Business Technology, Springer, Singapore. Print ISBN: 978-981-97-5364-2, Online ISBN: 978-981-97-5365-9 (Book Chapter)
- “Automation Algorithm for Labeling of Oil Spill Images Using Pre-trained Deep Learning Model”, in: IoT-enabled Convolutional Neural Networks: Techniques and Applications, River Publishers. eBook ISBN: 9781003393030
Papers Presented at Conferences
- Presented a paper titled “Survey on AI in Multidisciplinary Research” at National Conference on Data Science and Analytics 2024, organised by the Department of Computer Science with Cybersecurity, Sri Ramakrishna College of Arts & Science, Coimbatore
- Presented a paper titled “Flood Risk Assessment Using Deep Neural Networks” at the International Conference on Innovative Technologies and Its Applications 2023, organised by the Department of Computer Science, Dr. R.V. Arts and Science College, Coimbatore