Machine learning techniques for structural health monitoring of heritage buildings: A state-of-the-art review and case studies
M Mishra - Journal of Cultural Heritage, 2021 - Elsevier
This paper performed a systematic review of the various machine learning (ML) techniques
applied to assess the health condition of heritage buildings. More robust predictive models …
applied to assess the health condition of heritage buildings. More robust predictive models …
[HTML][HTML] Airborne and spaceborne remote sensing for archaeological and cultural heritage applications: A review of the century (1907–2017)
L Luo, X Wang, H Guo, R Lasaponara, X Zong… - Remote sensing of …, 2019 - Elsevier
Archaeological and cultural heritage (ACH), one of the core carriers of cultural diversity on
our planet, has a direct bearing on the sustainable development of mankind. Documenting …
our planet, has a direct bearing on the sustainable development of mankind. Documenting …
Machine learning arrives in archaeology
SH Bickler - Advances in Archaeological Practice, 2021 - cambridge.org
Machine learning (ML) is rapidly being adopted by archaeologists interested in analyzing a
range of geospatial, material cultural, textual, natural, and artistic data. The algorithms are …
range of geospatial, material cultural, textual, natural, and artistic data. The algorithms are …
[HTML][HTML] A review of artificial intelligence and remote sensing for archaeological research
A Argyrou, A Agapiou - Remote Sensing, 2022 - mdpi.com
The documentation and protection of archaeological and cultural heritage (ACH) using
remote sensing, a non-destructive tool, is increasingly popular for experts around the world …
remote sensing, a non-destructive tool, is increasingly popular for experts around the world …
[PDF][PDF] Learning to look at LiDAR: The use of R-CNN in the automated detection of archaeological objects in LiDAR data from the Netherlands
WB Verschoof-Van der Vaart… - Journal of Computer …, 2019 - researchgate.net
Computer-aided methods for the automatic detection of archaeological objects are needed
to cope with the ever-growing set of largely digital and easily available remotely sensed …
to cope with the ever-growing set of largely digital and easily available remotely sensed …
[HTML][HTML] Automated mapping of cultural heritage in Norway from airborne lidar data using faster R-CNN
ØD Trier, JH Reksten, K Løseth - … Journal of Applied Earth Observation and …, 2021 - Elsevier
The existing cultural heritage mapping in Norway is incomplete. Some selected areas are
mapped well, while the majority of areas only contain chance discoveries, often with bad …
mapped well, while the majority of areas only contain chance discoveries, often with bad …
[HTML][HTML] Integrating remote sensing, machine learning, and citizen science in Dutch archaeological prospection
K Lambers, WB Verschoof-van der Vaart… - Remote Sensing, 2019 - mdpi.com
Although the history of automated archaeological object detection in remotely sensed data is
short, progress and emerging trends are evident. Among them, the shift from rule-based …
short, progress and emerging trends are evident. Among them, the shift from rule-based …
Convolutional neural networks for archaeological site detection–Finding “princely” tombs
G Caspari, P Crespo - Journal of Archaeological Science, 2019 - Elsevier
Creating a quantitative overview over the early Iron Age heritage of the Eurasian steppes is
a difficult task due to the vastness of the ecological zone and the often problematic access …
a difficult task due to the vastness of the ecological zone and the often problematic access …
A modified Mask region‐based convolutional neural network approach for the automated detection of archaeological sites on high‐resolution light detection and …
Due to complicated backgrounds and unclear target orientation, automated object detection
is difficult in the field of archaeology. Most of the current convolutional neural network (CNN) …
is difficult in the field of archaeology. Most of the current convolutional neural network (CNN) …
[图书][B] Archaeological 3D gis
N Dell'Unto, G Landeschi - 2022 - library.oapen.org
Archaeological 3D GIS provides archaeologists with a guide to explore and understand the
unprecedented opportunities for collecting, visualising, and analysing archaeological …
unprecedented opportunities for collecting, visualising, and analysing archaeological …