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Automatic detection of archaeological features from airborne laser scanning data using deep learning: development and evaluation of the ADAF tool
Nejc Čož, Nejc Čož, Anthony Corns, Susan Curran, Dragi Kocev, Žiga Kokalj
Izvirni znanstveni članek
Oznake: lidar;aerolasersko skeniranje;globoko učenje (strojno učenje);arheologija;avtomatska zaznava;airborne laser scanning;deep learning (machine learning);archaeology;automatic detection;
The need to use machine learning (ML) in archaeology is constantly increasing due to the growing availability of large amounts of high-quality airborne laser scanning data (ALS, lidar). The Automatic Detection of Archaeological Features (ADAF) tool was developed to provide an easily accessible deep ...
Leto: 2026 Vir: Znanstvenoraziskovalni center Slovenske akademije znanosti in umetnosti (ZRC-SAZU)
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