Faculty

S.Ledbin Vini

 slvece@tce.edu

6

PUBLICATIONS       

3

SEMINAR, CONFERENCE, WORKSHOP ATTENDED

 Educational Qualification

DEGREE BRANCH INSTITUTE YEAR
B.E Electronics and Communication Engineering Ponjesly College of Engineering, Nagercoil-629003. 2012
HSS Computer Science Good Shepherd Matriculation Higher Secondary School, Nagercoil-629004 2008
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 Faculty of Electronics and Communication Engineering Anna University, Chennai 2026
SSLC Regular Duthie Girls Higher Secondary School, Nagercoil-629001 2006

 Experience

PERIOD NO OF YEARS DESIGNATION INSTITUTION
16-06-2014 to 05-02-2016 2 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 FDP on "Design Challenges in Antenna and RF Devices for Next Generation Communication" organized by PSN College of Engineering and Technology, Tirunelveli during 9th – 13th February 2026., 09-02-2026 to 13-02-2026
  2. Participated workshop on "Workshop on Journal Writing" organized by Nellai MS Academy, Tirunelveli during 5th – 7th December 2025., 05-12-2025 to 07-12-2025
  3. Participated & Completed AICTE Training and Learning (ATAL) Academy 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 during 20th-25th January 2025., 20-01-2025 to 25-01-2025

 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