Faculty

S.Ledbin Vini

 slvece@tce.edu

6

PUBLICATIONS       

23

SEMINAR, CONFERENCE, WORKSHOP ATTENDED

 Educational Qualification

DEGREE BRANCH INSTITUTE YEAR
B.E Electronics and Communication Engineering Ponjesly College of Engineering, Nagercoil-629003. 2012
M.E Medical Electronics St. Xavier’s Catholic College of Engineering, Nagercoil-629003 2014
PG Diploma Radiography and Imaging Technology Directorate of Distance Education, Madurai Kamaraj University, Madurai-625021 2019
Ph.D Electronics and Communication Engineering Anna University, Chennai 2026

 Experience

PERIOD NO OF YEARS DESIGNATION INSTITUTION
16-06-2014 to 05-02-2016 1.64 Asssistant Professor Loyola Institute of Technology and Science, Thovalai-629302
15-06-2026 to Till date Assistant Professor Thiagarajar College of Engineering, Madurai-625015

 Publications

 Journals
  1. S Ledbin Vini, P Rathika, K Manimala, “A Lightweight Combined Feature Extraction Model for Tomato Leaf Diseases Classification Using DWT-FCM and SVM” in Gongcheng Kexue Xuebao/Chinese Journal of Engineering, Vol. 11, Issue No. 5, 2026. Impact factor: 6.7, Science Press publication. DOI: https://doi.org/10.5281/zenodo.19970841
  2. S Ledbin Vini, P Rathika, “Advanced State-of-the-Art approaches in Image processing techniques for Plant Leaf Diseases Analysis” in The International Journal of High-Performance Computing Applications, 2026. Impact factor: 2.5, SAGE publication. DOI: https://doi.org/10.1177/10943420251408184. (SCIE & SCOPUS Indexed)
  3. S Ledbin Vini, P Rathika, “TrioConvTomatoNet-BiLSTM: An Efficient Framework for the Classification of Tomato Leaf Diseases in Real Time Complex Background Images” in International Journal of Computational Intelligence Systems, Vol. 18, 2025. Impact factor: 3, Springer publication. DOI: https://doi.org/10.1007/s44196-025-00788-6. (SCIE & SCOPUS Indexed)
  4. S Ledbin Vini, P Rathika, “TrioConvTomatoNet: A robust CNN architecture for fast and accurate tomato leaf disease classification for real time application” in Scientia Horticulturae, Vol. 330, 2024. Impact factor: 4.2, Elsevier publication. DOI: https://doi.org/10.1016/j.scientia.2024.113079. (SCIE & SCOPUS Indexed)
 Conferences
  1. S Ledbin Vini, P Rathika, “Automated Tomato Leaf Disease Identification via Transfer Learning Approach on Convolutional Neural Network” 2024 Third International Conference on Intelligent Techniques in Control, Optimization and Signal Processing (INCOS), 2024, IEEE. DOI: 10.1109/INCOS59338.2024.10527708.
  2. S Ledbin Vini, P Rathika, “Thresholding based Tomato Leaf Disease Classification”, 2023 4th International Conference on Signal Processing and Communication (ICSPC), pp 143-147, 2023, IEEE. DOI: 10.1109/ICSPC57690.2023

 Seminar, Conference, Workshop Attended

  1. Participated Faculty Orientation Programme - "Life at TCE" organized by Thiagarajar College of Engineering, Madurai - 625015., 18-06-2026 to 24-06-2026
  2. Participated FDP on "Design Challenges in Antenna and RF Devices for Next Generation Communication" organized by PSN College of Engineering and Technology, Tirunelveli., 09-02-2026 to 13-02-2026
  3. Participated workshop on Journal Writing organized by Nellai MS Academy, Tirunelveli, 05-12-2025 to 07-12-2025
  4. Participated FDP on "Artificial Intelligence (AI) in industry, healthcare, and agricultural sector: Present and future direction of AI in India" organized by SCAD College of engineering and Technology, Tirunelveli., 20-01-2025 to 25-01-2025
  5. Participated FDP entitled on "5G Communication Networks" organized by PSN College of engineering and Technology, Tirunelveli., 09-12-2024 to 13-12-2024
  6. Participated workshop on "Exploring Deep Learning Networks and Generative AI" organized by Kalasalingam Academy of Research and Education (Deemed to be University), Krishnankoil., 17-08-2024 to 17-08-2024
  7. Participated STTP on Generative AI and the Future of Work organized by School of Computer Science and Engineering, REVA University, Bangaluru, India., 22-07-2024 to 26-07-2024
  8. Participated webinar on "Social Emotional Learning" Organized by The English Academy of Tirunelveli., 03-06-2024 to 03-06-2024
  9. Participated High End Workshop on "Modelling & Analysis of Communication Assisted Resilient Smart Microgrid" organized by National Institute of Technology, Tiruchirappalli., 17-03-2024 to 23-03-2024
  10. Participated and presented a paper titled "Automated Tomato Leaf Disease Identification via Transfer Learning Approach on Convolutional Neural Network" in the IEEE Third International Conference on Intelligent Techniques in Control, Optimization and Signal Processing 2024 (INCOS'24) held at Kalasalingam Academy of Research and Education, Krishnankoil - 626126, 14-03-2024 to 16-03-2024
  11. Participated FDP on "Machine Learning and Deep Learning Networks" organized by Kalasalingam Academy of Research and Education, Krishnankoil., 16-09-2023 to 16-09-2023
  12. Participated FDP on "AI-ML for Engineering Applications" organized by SRM Institute of Science and Technology (Deemed to be University), Kattankulathur., 04-08-2023 to 05-08-2023
  13. Participated workshop on "Artificial Intelligence & Machine Learning" organized by PSN College of Engineering and Technology, Tirunelveli., 23-06-2023 to 23-06-2023
  14. Participated FTP entitled on "Simulation and Hardware Implementation of Power Electronic Converters for Renewable Energy Systems" organized by Renewable Energy Technology Laboratory (DST-FIST Supported), Kalasalingam Academy of Research and Education, Krishnankoil., 15-06-2023 to 16-06-2023
  15. Presented a paper titled "Image Segmentation for Tomato Leaf Disease Detection" in the International Conference on Data Science and Communication-2023 (ICTDsC 2023) organized by Siliguri Institute of Technology (ONLINE)., 23-03-2023 to 24-03-2023
  16. Presented a research paper titled "Thresholding based Tomato Leaf Disease Classification" in the IEEE technically sponsored 2023 4th International Conference on Signal Processing and Communication (ICSPC) held at Karunyan Institute of Technology and sciences, Coimbatore - 641114., 23-03-2023 to 24-03-2023
  17. Participated FDP on "MATLAB for Innovation and Research" organized by PSN College of Engineering and Technology, Tirunelveli., 26-11-2022 to 26-11-2022
  18. Presented a paper titled "Effective Segmentation Techniques for Tomato Leaf Disease Detection" in the Hybrid Conference on Sustainable Materials and Advances in Renewable Technologies (SMART'22) held at St. Mother Theresa Engineering College, Thoothukudi., 29-04-2022 to 30-04-2022
  19. Participated workshop on "Machine Learning Solutions for Image Processing Applications using Python" organized by MEPCO Schlenk Engineering College, Sivakasi., 02-12-2021 to 04-12-2021
  20. Participated webinar on "Ventilators-a major life supporting device" organized by Manipal Institute of Technology, Manipal, 17-07-2020 to 17-07-2020
  21. Presented a paper titled "Automated Classification of Diabetic Retinopathy Stages" in the International Conference on Innovation Trends in Computing & Technology held at The Indian Engineering College, Vadakkankulam., 07-03-2014 to 08-03-2014
  22. Participated workshop on "Robotics Image Processing" organized by College of Engineering, Guindy, Anna University, Chennai., 10-04-2013 to 12-04-2013
  23. Participated one day workshop on "Virtual Reality Based Stimulation Technique used to Design & Develop Robotic Minimal Invasive Surgery- Laparoscopy" organized by IEEE Robotics & Automation Society Madras Chapter at Nagercoil., 12-10-2012 to 12-10-2012

 Lectures Delivered

TOPIC DELIVERED AT PERIOD
AI Techniques in Disease Classification Nellai MS Academy, Tirunelveli-11 15-05-2026 to 15-05-2026
Survey writing for Research Nellai MS Academy, Tirunelveli-11 06-12-2025 to 06-12-2025

 Membership

NAME OF SOCIETY DETAILS PERIOD
Biomedical Engineering Society of India, Manipal-576104 Life Member 01-06-2018 to Lifetime