A. Narmilan

Predicting Canopy Chlorophyll Content in Sugarcane Crops Using Machine Learning Algorithms and Spectral Vegetation Indices Derived from UAV Multispectral Imagery

A. Narmilan, Felipé Gonzalez, Arachchige Surantha Ashan Salgadoe et al. · Remote Sensing · 2022 · 120 citations · Full text

Agriculture, Agronomy, Crop Sciences +17

Detection of White Leaf Disease in Sugarcane Using Machine Learning Techniques over UAV Multispectral Images

A. Narmilan, Felipé Gonzalez, Arachchige Surantha Ashan Salgadoe et al. · Drones · 2022 · 85 citations · Full text

Agriculture, Crop Sciences, Plant Pathology +17

Detection of White Leaf Disease in Sugarcane Crops Using UAV-Derived RGB Imagery with Existing Deep Learning Models

A. Narmilan, Felipé Gonzalez, Arachchige Surantha Ashan Salgadoe et al. · Remote Sensing · 2022 · 79 citations · Full text

Engineering, Computer Science, Crop Sciences +16

Exploring unmanned aerial systems operations in wildfire management: data types, processing algorithms and navigation

Pirunthan Keerthinathan, A. Narmilan, Grant Hamilton et al. · International Journal of Remote Sensing · 2023 · 24 citations · Full text

Natural Resources, Forestry, Disaster Response +16

Integrating Artificial Intelligence and UAV-Acquired Multispectral Imagery for the Mapping of Invasive Plant Species in Complex Natural Environments

A. Narmilan, Fernando Vanegas, Melissa Hele et al. · Remote Sensing · 2024 · 22 citations · Full text

Computing, Computer Science, Computer Vision +14