Validating predictions of burial mounds with field data: the promise and reality of machine learning
A Sobotkova, RD Kristensen-McLachlan… - Journal of …, 2024 - emerald.com
Purpose This paper provides practical advice for archaeologists and heritage specialists
wishing to use ML approaches to identify archaeological features in high-resolution satellite …
wishing to use ML approaches to identify archaeological features in high-resolution satellite …
[HTML][HTML] The Synergy between Artificial Intelligence, Remote Sensing, and Archaeological Fieldwork Validation
The increasing relevance of remote sensing and artificial intelligence (AI) for archaeological
research and cultural heritage management is undeniable. However, there is a critical gap …
research and cultural heritage management is undeniable. However, there is a critical gap …
Automated Detection of Hillforts in Remote Sensing Imagery With Deep Multimodal Segmentation
Recent advancements in remote sensing and artificial intelligence can potentially
revolutionize the automated detection of archaeological sites. However, the challenging task …
revolutionize the automated detection of archaeological sites. However, the challenging task …
Detecting Archaeological Phenomena Using Deep Learning in the Study of the Old Aerial Images of Historical City of Zuzan
F Azarkhordad, HH Zarajabad… - Archaeological …, 2024 - Wiley Online Library
Due to saving time and manpower, automatic and semi‐automatic methods can be used to
identify and analyse ancient artefacts. Such methods are usually among the studies of …
identify and analyse ancient artefacts. Such methods are usually among the studies of …
Evaluating R-CNN and YOLO V8 for Megalithic Monument Detection in Satellite Images
D Marçal, A Câmara, J Oliveira… - … on Computational Science, 2024 - Springer
Over recent years, archaeologists have started to use object detection methods in satellite
images to search for potential archaeological sites. Within image object recognition, due to …
images to search for potential archaeological sites. Within image object recognition, due to …
[PDF][PDF] Odyssey: A Spatial Data Infrastructure for Archaeology
Geospatial data acquisition methods like airborne LiDAR allow for obtaining large volumes
of data, such as aerial and satellite imagery, which are increasingly being used in …
of data, such as aerial and satellite imagery, which are increasingly being used in …
Object detection of megalithic dolmens in Google Satellite imagery
DAB Marçal - 2023 - repositorio.iscte-iul.pt
The detection of dolmens, ancient megalithic structures, holds significant human and
archaeological importance. We address the challenge of automating dolmen detection in the …
archaeological importance. We address the challenge of automating dolmen detection in the …
Benchmark aplicado à Deteção de Objetos de Mamoas Arqueológicas a partir de dados LiDAR
MRVB da Silva - 2023 - search.proquest.com
Human history and its archaeological evidence are priceless and should be preserved,
esteemed and respected. However, the traditional work of an archaeologist is mainly …
esteemed and respected. However, the traditional work of an archaeologist is mainly …
[引用][C] 基于深度学习的古代圆形墓葬检测算法比较研究
田明艾， 于丽君， 蒋廷臣， 朱建峰， 蔡丹路， 黄思懿… - 遥感技术与应用, 2024 - rsta.ac.cn
古代墓葬作为反映早期各社会阶层及其生活状态的典型遗迹, 是考古学的重要研究对象,
目前有大量墓葬遗迹尚未发现. 常规的考古调查手段工作效率不高, 尤其在大范围 …
目前有大量墓葬遗迹尚未发现. 常规的考古调查手段工作效率不高, 尤其在大范围 …