GL
Gowri Lakshmanan
SASTRA University, Bharathidasan University
Research areas: Environmental Science · Ecology · Remote Sensing in Agriculture · Hydrological Forecasting Using AI · Remote Sensing and Land Use
0000-0003-1969-3559
Employment
Education
-
SASTRA University Ph.D.2016 - 2025
-
SASTRA University M.Tech2008 - 2010
- 1996 - 1999
- 1993 - 1996
-
Bharathidasan University M.Phil
Projects & Funding
Projects & funding information is unavailable.
Publications (21)
- An advanced YOLO-based image processing framework for automated sperm cell detection Save
- Integrated Framework for Brain Tumor Segmentation and Classification Using Enhanced Anisotropic Diffusion and Feature-Integrated Dictionary Learning Save
- Enhancing Seismic Risk Analysis Through Ensemble Learning Save
- Enhanced Rainfall Prediction Accuracy using Hybrid GRU with Harris Hawks Optimisation Approach Save
- Land Cover Dynamics and NDVI-Based Vegetation Health Trend Analysis for Agricultural Land Suitability Save
- Probabilistic Decision Support System for Rainfall Prediction Using Bayesian Networks and Monte Carlo Simulation Save
- Enhancing temperature data analysis through Threshold-Optimized Ensemble Detection (TOED) approach of climate anomalies Save
- Explainable AI for urban air quality: SHAP interpretation of stacked ensemble AQI forecast Save
- Development of agricultural drought prediction using triple exponential-long short-term memory (TEX-LSTM) model Save
- Remote Sensing Based Land Cover Classification Using Residual Feature—Hyper Graph Convolutional Neural Network (HGCNN) Save
- Enhancing diabetic retinopathy and macular edema detection through multi scale feature fusion using deep learning model Save
- Enhancing pneumonia detection with masked neural networks: a deep learning approach Save
- A Novel Ensemble Deep Learning-Based Polyp Detection Using Colonoscopy Dataset Save
- Detection of land cover usage from optimized learnable parameter artificial neural network (OLPANN) using multispectral images Save
- Predicting agricultural and meteorological droughts using Holt Winter Conventional 2D-Long Short-Term Memory (HW-Conv2DLSTM) Save
- Weather-based crop prediction using big data analytics Save
- Assessment of Statistical Models for Rainfall Forecasting Using Machine Learning Technique Save
- Dimensionality reduction on cloud images based on various climate zones Save
- Evaluation of various vegetation indices for multispectral satellite images Save
- Public integrity verification scheme and user level integrity in dynamic cloud environment Save