Automated methods for image detection of cultural heritage: Overviews and perspectives

A Câmara, A de Almeida, D Caçador… - Archaeological …, 2023 - Wiley Online Library
… analysis and detection of archaeological objects. In the past … image analysis in comparison
to pixel-based classification - … of data’, recent automatic/semi-automated algorithms for image …

[PDF][PDF] Theoretical repositioning of automated remote sensing archaeology: Shifting from features to ephemeral landscapes

D Davis - Journal of Computer Applications in Archaeology, 2021 - academia.edu
… by linking visible differences to known areas of historic/archaeological human … Pixel
versus object — A comparison of strategies for the semi-automated mapping of archaeological

Multispectral Images Classification Applied to the Identification of Archaeological Remains: a Post-Dictive Perspective

A Gennaro, G Mussumeci, M Mangiameli… - 2023 - tobias-lib.ub.uni-tuebingen.de
… evidence through a comparison of pixel-based and object-… different approaches to semi-automated
features extraction … fields of archaeology and image-analysis: pixel-based and object-…

[PDF][PDF] Making LiGHT work of large area survey? Developing approaches to rapid archaeological mapping and the creation of systematic national-scaled heritage data

D Cowley, Ł Banaszek, G Geddes, A Gannon… - … in Archaeology, 2020 - hal.science
… in rates of coverage compared to what has been achieved to date (Figure 1). … Pixel
versus object – a comparison of strategies for the semi-automated mapping of archaeological

[PDF][PDF] Learning to look at LiDAR: combining CNN-based object detection and GIS for archaeological prospection in remotely-sensed data

WB Verschoof-van der Vaart - Ph. D. thesis, 2022 - scholarlypublications …
pixels. Yet, the maximum input size of Faster R-CNN is 600 … size of the LiDAR images, as
compared to images in general … automated method—in these strategies can vary based on the …

Aerial and spaceborne remote sensing in African archaeology: A review of current research and potential future avenues

DS Davis, K Douglass - Spatial Approaches in African Archaeology, 2020 - Springer
… Specifically, the emergence of object-based image analysis (… has permitted archaeologists
to use subtle differences in the … African remote sensing archaeology is the focus on mapping

Object-based image analysis of ground-penetrating radar data for archaic hearths

RL Cornett, EG Ernenwein - Remote Sensing, 2020 - mdpi.com
archaeological features from geophysical data. In this study, we use a semi-automated OBIA
Comparison of pixel-based and object-based classifications of high resolution satellite data …

[PDF][PDF] Potentials and limits of automation for detecting cultural heritage sites in digital terrain models of Westphalia

MF Meyer-Heß - 2022 - scholar.archive.org
… above-ground archaeological objects, they complement aerial archaeology when it … Pixel
versus object—A comparison of strategies for the semi-automated mapping of archaeological

A modified Mask region‐based convolutional neural network approach for the automated detection of archaeological sites on high‐resolution light detection and …

A Bonhage, M Eltaher, T Raab, M Breuß… - Archaeological …, 2021 - Wiley Online Library
object detection is difficult in the field of archaeology. Most of … Mapping RCH sites shares
similarities with mapping burial … tonal range of the maps by converting the pixels from integer …

An object‐based approach to support the automatic delineation of magnetic anomalies

A Hegyi, MM Vernica, L Drăguţ - Archaeological Prospection, 2020 - Wiley Online Library
… : weighting pixel values strongly results in objects that are … the most optimal for the magnetic
maps as a value larger than 1 … of classified objects was almost double compared to the …