Robin Rohit Vincent

Deforestation Detection from Satellite Images Using an Enhanced Residual Attention U-Net

Deforestation is one of the most serious environmental threats to ecological balance, and accurate monitoring of forest-cover change remains challenging. Deep-learning models have increasingly been applied to remote-sensing imagery for automated forest mapping. Although U-Net is widely used for semantic segmentation, i...