Dr. Sudha V
Assistant Professor, Department of Computer Science and Applications
Profile
Dr. Sudha V
Assistant Professor
Dr. V. Sudha is a dedicated academic professional and researcher who holds a Ph.D. from Bharathiyar University (2025) and is UGC-NET qualified. Her areas of expertise include Digital Image Processing, Machine Learning, and programming languages such as Python, C++, and Java. She has a strong research profile with Scopus-indexed publications and book chapters, focusing on Deep Neural Networks, Oil Spill Detection, and Flood Risk Assessment.
Committed to holistic education and academic excellence, Dr. Sudha has served as an Innovation Ambassador and SPOC for SWAYAM-NPTEL. In recognition of her contributions to the academic community, she was awarded the RV Excellence Award (2023–2024).
Area
Digital Image Processing and ML
Qualification
M.Sc., M.Phil.,Ph D.,UGC NET
Experience
10 Years
Publications
- Published a paper in a Scopus-indexed journal titled “OSD-DNN: Oil Spill Detection using Deep Neural Networks”, International Journal of Performability Engineering, Vol. 20, No. 2, February 2024, pp. 57–67. DOI: 10.23940/ijpe.24.02.p1.5767.
- Published a paper in a Scopus-indexed journal titled “Oil Spill Detection and Recognition Utilizing Faster R-CNN with Enhanced MobileNetV2 Architecture”, International Journal of Intelligent Systems and Applications in Engineering, ISSN: 2147-6799, Vol. 12 (17s), pp. 304–321.
- Published a book chapter titled “An IoT-Based Analysis of Brain CT Images Using Deep Neural Networks” in Applications of IoT in Science and Technology, ISBN: 978-93-9362-278-5, September 2023.
- Published a book chapter titled “Automation Algorithm for Labelling of Oil Spill Images Using Pre-trained Deep Learning Models” in IoT-Enabled Convolutional Neural Networks: Techniques and Applications, Rivers Publishers / Taylor & Francis Group, ISBN (eBook): 978-10-0087-969-8, ISBN (Print): 978-87-7022-725-4, 2023.
- Published a paper titled “Evaluation of Speckle Reduction Filtering Techniques on SAR Images” in International Journal of Advanced Research in Science and Engineering, ISSN: 2319-8354, Vol. 6, Issue 12, December 2017.
- Published a paper titled “Flood and Drought Level Assessment using Support Vector Machine” in International Karpagam Journal of Computer Science, ISSN: 0973-2926, Vol. 3, Issue 2, January 2014.
Academic Conferences
- Presented a paper in an International Conference titled “Leveraging Learning Analytics and AI for Automated Evaluation of Computational Thinking” at Dr. R. V. Arts and Science College, Karamadai, on 8 October 2025.
- Presented a paper in an International Conference titled “Transcending Disciplines with AI to Build a Smarter, Inclusive and Sustainable Future” on “Machine Learning Model for Predicting Student Academic Success through EDM” at Presidency School of Commerce on 4–5 December 2025.
- Presented a paper in a National Seminar titled “Reimagining Modern Education through Indian Knowledge Systems for Sustainable Learning Outcomes” in a Two-Day National Seminar on Integrating Indian Knowledge Systems with Sustainable Development Goals on 5–6 December 2025.
- Presented a paper on “Smart Assessment of Smart Thinking: AI and Learning Analytics for Computational Skills” in a multidisciplinary seminar on IKS and scientific innovation, bridging past insights with future research, held on 14 October 2025 at C. B. Bhandari Jain College, Bengaluru.
- Presented a paper titled “Survey on AI in Multidisciplinary Research” at the National Conference on Data Science and Analytics conducted on 5 March 2024, organized by Sri Ramakrishna College of Arts and Science, Coimbatore.
- Presented a paper on “Flood Risk Assessment using Deep Neural Network” at the International Conference on Innovative Technologies and Its Application held on 21 March 2023 at Dr. R. V. Arts and Science College, Karamadai, Coimbatore.
- Presented a paper titled “Oil Spill Discrimination of SAR Satellite Images Using Deep Learning-Based Semantic Segmentation” at the 2nd International Conference on Computing Science, Communication and Security (COMS2-2021), organized by Ganpat University, Gujarat, India, on 6–7 February 2021.
- Attended a One-Day Inter-Institutional Seminar on “Institutional Approach towards Accreditation” organized by SSMRV Degree College, Bangalore, on 10 October 2022.
- Attended an Online Webinar on “My Story – Motivational Session by Successful Innovators” organized by the Institution Innovation Council, Christ College of Engineering and Technology, Puducherry, on 8 November 2022.
- Attended an International Lecture on “Productive Tools for Researchers” as part of the Research and Development Lecture Series, organized by the Department of Research & Publications, A2Z EduLearningHub LLP, on 20 October 2022.
- Attended an International Webinar on “Industry Standard Web App: Design to Deploy” organized by Ansar Women’s College, Perumpilavu, on 5 November 2022.
- Attended an International Lecture on “Cyber Security: Basics, Case Studies & Research Directions” as part of the Research and Development Lecture Series, organized by the Department of Research & Publications, A2Z EduLearningHub LLP, on 19 November 2022.
- Presented a paper on “Evaluation of Speckle Reduction Filtering Techniques on SAR Images” at the International Conference on Intelligent Computing and Technology on 8 December 2017, held at Sri Ramakrishna College of Arts and Science, Coimbatore.
- Presented a paper on “Study of Image Fusion on Satellite Images” at the International Conference on Innovative Trends in Computer Science and Applications on 6 January 2017, conducted by Pioneer College of Arts and Science, Coimbatore, ISBN: 9789386176493.
- Presented a paper on “Faults in 2D Reflection in Seismic Data Using Image Processing Algorithm” at the National Conference on Information and Image Processing on 27 February 2015, conducted by Sankara College of Science and Commerce, Coimbatore, ISBN: 9789384743499.
- Presented a paper on “Flood and Drought Assessment using Support Vector Machine” at the National Conference on Computational Intelligence on 27 February 2013, conducted by Sri Ramakrishna Mission Vidyalaya College of Arts and Science, Coimbatore.
Professional Affiliations
- Served as a Resource Person at St. Anne’s Degree College for Women for a Research Awareness Program.
- Served as SPOC for LinkedIn Activity for the BCA program at SSMRV College.
- Received the RV Excellence Award for the academic year 2023–2024 at SSMRV College.
- Served as an Innovation Ambassador under the Institution Innovation Council at SSMRV College.
- Served as SPOC for SWAYAM-NPTEL activities at SSMRV College.
- Served as Exam Coordinator at Dr. R. V. Arts and Science College, Coimbatore.
- Served as a Guest Lecturer at Pioneer Arts and Science College for Staff Extension Activities.
FDPs / Workshops / Seminars
- Participated in a Faculty Development Program (FDP) on “Applied NLP for Educators and Researchers” conducted by Mevi Technologies LLP from 7–11 September 2025.
- Attended a seven-day National Level FDP on “Fundamentals of Research and Research Methodology” organized by IoT Academy, Coimbatore, from 6–14 October 2022.
- Attended a Professional Development Programme on “Implementation of NEP-2020 for University and College Teachers” organized by Indira Gandhi National Open University, New Delhi, from 7–15 October 2022 and obtained an A+ grade.
- Attended a one-week National Level Online FDP on “Recent Trends in Artificial Intelligence and Cyber Security” organized by Sri Vishnu Engineering College for Women (A), Bhimavaram, from 1–5 November 2022.
- Attended a one-week National Level Online FDP on “AI and Cloud” organized by Sri Ramakrishna College of Arts and Science (A), Coimbatore, from 31 October–4 November 2022.
- Attended a two-day Faculty Development Program on “Computer Networks Lab” organized by Soundarya Institute of Management and Science, Bangalore, from 11–12 November 2022.
- Participated in an FDP on “Introduction to Python Programming” conducted by ICT Academy on 1–2 November 2018 at Sri Krishna College of Arts and Science, Coimbatore.
- Participated in an FDP on “Research Mobilisation for Research Work” on 16 July 2016 at Pioneer College of Arts and Science, Coimbatore.
- Participated in an FDP on “Man Making Education” on 4 July 2015, organized by Swami Vivekananda Study Circle at Kongunadu Arts and Science College, Coimbatore.
- Attended approximately 17 Faculty Development Programs on various topics conducted by Dr. R. V. Arts and Science College, Karamadai.
- Participated in a Workshop on “Research Methodology” from 24–28 November 2025 at SSMRV College, Jayanagar, Bangalore.
- Participated in a Workshop on “Machine Learning using Python” organized by SSMRV College from 31 March–4 April 2024.
- Participated in a Workshop on “Computer Vision using OpenCV and Python” on 18 August 2018 at Sri Ramakrishna College of Arts and Science, Coimbatore.
- Participated in a State Level Workshop on “MATLAB” on 24 February 2018 at Dr. R. V. Arts and Science College, Karamadai.
- Participated in a Workshop on “Salesforce Trailhead” on 6 January 2017, conducted by ICT Academy at Dr. NGP Institute of Technology, Coimbatore.
- Participated in a Workshop on “Open Source Web Design” on 11 October 2014 at Dr. R. V. Arts and Science College, Karamadai.
- Participated in a National Workshop on “Excellence in Youth Leadership” on 31 December 2014 at Kongunadu Arts and Science College, Coimbatore.
