3 papers
cs.CV2025
Evaluating the Efficacy of Sentinel-2 versus Aerial Imagery in Serrated Tussock Classification
Rezwana Sultana, Manzur Murshed, Kathryn Sheffield +3
Invasive species pose major global threats to ecosystems and agriculture. Serrated tussock (\textit{Nassella trichotoma}) is a highly competitive invasive grass species that disrup…
eess.IV2025
ReflectGAN: Modeling Vegetation Effects for Soil Carbon Estimation from Satellite Imagery
Dristi Datta, Manoranjan Paul, Manzur Murshed +2
Soil organic carbon (SOC) is a critical indicator of soil health, but its accurate estimation from satellite imagery is hindered in vegetated regions due to spectral contamination…
cs.CV2024
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data
Priyabrata Karmakar, Manzur Murshed, Shyh Wei Teng
Recently hyperspectral imaging (HSI)-based grain quality assessment has gained research attention. However, unlike other imaging modalities, HSI data lacks sufficient labelled samp…