openalexThe international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences2026-07-23
Deep Learning-Based Building Detection Using High-Resolution RGBI Orthophotos and DSMs
Mohamed Fawzy, Attila Juhász, Árpád Barsi
Abstract. Deep learning techniques have demonstrated a promising efficacy for building feature extraction, presenting practical strategies to lessen the labour-intensive work of map updating, change detection, and urban growth monitoring. To address the labour-consuming challenge…