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cs.CV2023
Supervised domain adaptation for building extraction from off-nadir aerial images
Bipul Neupane, Jagannath Aryal, Abbas Rajabifard
Building extraction needed for inventory management and planning of urban environment is affected by the misalignment between labels and off-nadir source imagery in trainin…
cs.CV2023
Dual skip connections in U-Net, ResUnet and U-Net3+ for remote extraction of buildings
Bipul Neupane, Jagannath Aryal, Abbas Rajabifard
Urban buildings are extracted from high-resolution Earth observation (EO) images using semantic segmentation networks like U-Net and its successors. Each re-iteration aims to impro…