Campus WalkProfile of Dr. M. SUGANTHI
- Data Mining
- Deep learning
- Machine learning
- Image Processing
Research Area
- Data Mining
- Deep learning
- Machine learning
- Image Processing
Featured Publications
- Patent : IoT driven Smart Irrigation System using Machine Learning for Enhanced Water Management in Agriculture and improved Crop Yields
Courses Teaching
- Data Structures with Java Programming
- Data Structures with Java Programming Lab
- Artificial Intelligence
- Internet of Things
- .Net framework with oracle
- .Net framework with oracle Lab
Education & Career of Dr. M. SUGANTHI
- Data Mining
- Deep learning
- Machine learning
- Image Processing
Research Areas of Dr. M. SUGANTHI
- Data Mining
- Deep learning
- Machine learning
- Image Processing
- Data Mining
- Deep learning
- Machine learning
- Image Processing
Publications of Dr. M. SUGANTHI
- Data Mining
- Deep learning
- Machine learning
- Image Processing
Title of the Publication: Image Denoising and Feature Extraction Techniques Applied to X-Ray Seed Images for Purity Analysis.
Name of the authors: M.Suganthi, Dr.J.G.R.Sathiaseelan
Journal name: FMDB Transactions on Sustainable Health Science Letters
Year: 2023
Title of the Publication: A novel feature extraction method for identifying quality seed selection.
Name of the authors: M.Suganthi, Dr.J.G.R.Sathiaseelan
Journal Name: International Journal of Intelligent Engineering Informatics
Year: 2022
Title of the Publication: Prediction of Seed Purity and Variety Identification using Image Mining Techniques.
Name of the authors: M.Suganthi, Dr.J.G.R.Sathiaseelan
Journal Name: ICTACT Journal on Soft Computing
Year: 2022
Title of the Publication: Hybrid CNN-SVM Based Seed Purity Identification and Classification System
Name of the authors: M.Suganthi, Dr.J.G.R.Sathiaseelan
Journal Name: International journal of computer science and network security: IJCSNS
Year: 2022
Title of the Publication: Seed Image Quality Analysis Using Proposed Filtering Technique For Image Denoising
Name of the authors: M.Suganthi, Dr.J.G.R.Sathiaseelan
Journal Name: Design Engineering
Year: 2021
Title of the Publication: An exploratory of hybrid techniques on deep learning for image classification
Name of the authors: M.Suganthi, Dr.J.G.R.Sathiaseelan
Conference: 2020 4th International Conference on Computer, Communication and Signal Processing (ICCCSP)
Year: 2020
Courses Handled by Dr. M. SUGANTHI
- Data Mining
- Deep learning
- Machine learning
- Image Processing
- Data Structures with Java Programming
- Data Structures with Java Programming Lab
- Artificial Intelligence
- Internet of Things
- .Net framework with oracle
- .Net framework with oracle Lab
Projects Handled by Dr. M. SUGANTHI
- Data Mining
- Deep learning
- Machine learning
- Image Processing
M. Phil - Dissertation Title: Agriculture Harvest Prediction using Data Mining Techniques.
Ph. D - Thesis Title: Ensemble Image Mining Techniques for Predicting Seed Germinability.
Research Guidance of Dr. M. SUGANTHI
- Data Mining
- Deep learning
- Machine learning
- Image Processing
Institutional Responsibilities of Dr. M. SUGANTHI
- Data Mining
- Deep learning
- Machine learning
- Image Processing
Awards & Memberships of Dr. M. SUGANTHI
- Data Mining
- Deep learning
- Machine learning
- Image Processing
Visits/Collaborations/Others of Dr. M. SUGANTHI
- Data Mining
- Deep learning
- Machine learning
- Image Processing