[HTML][HTML] Performance Evaluation of Gradient Descent Optimizers in Estuarine Turbidity Estimation with Multilayer Perceptron and Sentinel-2 Imagery

N Ndou, N Nontongana - Hydrology, 2024 - mdpi.com
Accurate monitoring of estuarine turbidity patterns is important for maintaining aquatic
ecological balance and devising informed estuarine management strategies. This study …

The Uncertainty Assessment by the Monte Carlo Analysis of NDVI Measurements Based on Multispectral UAV Imagery

F Khalesi, I Ahmed, P Daponte, F Picariello, L De Vito… - Sensors, 2024 - mdpi.com
This paper proposes a workflow to assess the uncertainty of the Normalized Difference
Vegetation Index (NDVI), a critical index used in precision agriculture to determine plant …

Integrating Sigmoid Calibration Function into Entropy Thresholding Segmentation for Enhanced Recognition of Potholes Imaged Using a UAV Multispectral Sensor

S Nomqupu, A Sali, A Nyamugama, N Ndou - Applied Sciences, 2024 - mdpi.com
This study was aimed at enhancing pothole detection by combining sigmoid calibration
function and entropy thresholding segmentation on UAV multispectral imagery. UAV …