Detection of Archaeological Surface Ceramics Using Deep Learning Image-Based Methods and Very High-Resolution UAV Imageries

Detection of Archaeological Surface Ceramics Using Deep Learning Image-Based Methods and Very High-Resolution UAV Imageries

Mapping surface ceramics through systematic pedestrian archaeological survey is considered a consistent method to recover the cultural biography of sites within a micro-region. Archaeologists nowadays conduct surface survey equipped with navigation devices counting, documenting, and collecting surfa...

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Bibliographic Details
Main Authors: Athos Agapiou, Athanasios Vionis, Giorgos Papantoniou
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Land
Subjects:
potsherds
detection
pedestrian survey
remote sensing archaeology
single shot detector
artificial intelligence
Online Access:https://www.mdpi.com/2073-445X/10/12/1365

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