Object‐based image analysis: a review of developments and future directions of automated feature detection in landscape archaeology

DS Davis - Archaeological Prospection, 2019 - Wiley Online Library
Object‐based image analysis (OBIA) is a method of assessing remote sensing data that
uses morphometric and spectral parameters simultaneously to identify features in remote …

[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
Automated remote sensing has made substantial breakthroughs for archaeological
investigation. Over the past 20 years, the reliability of these methods has vastly improved …

A comparison of automated object extraction methods for mound and shell-ring identification in coastal South Carolina

DS Davis, CP Lipo, MC Sanger - Journal of Archaeological Science …, 2019 - Elsevier
One persistent archaeological challenge is the generation of systematic documentation for
the extant archaeological record at the scale of landscapes. Often our information for …

Theory and practice for an object-based approach in archaeological remote sensing

L Magnini, C Bettineschi - Journal of Archaeological Science, 2019 - Elsevier
Object-based image analysis (OBIA) is rapidly emerging as a valuable method for
integrating the data processing techniques and GIS approaches classically employed in …

Recent trends and long-standing problems in archaeological remote sensing

R Opitz, J Herrmann - Journal of Computer Applications in …, 2018 - eprints.gla.ac.uk
The variety and sophistication of data sources, sensors, and platforms employed in
archaeological remote sensing have increased significantly over the past decade. Projects …

[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 …

The data explosion: Tackling the taboo of automatic feature recognition in airborne survey data

R Bennett, D Cowley, V De Laet - Antiquity, 2014 - cambridge.org
The increasing availability of multi-dimensional remote-sensing data covering large
geographical areas is generating a new wave of landscape-scale research that promises to …

The quantitative assessment of archaeological artifact groups: Beyond geometric morphometrics

N MacLeod - Quaternary Science Reviews, 2018 - Elsevier
Archaeologists often wish to distinguish between groups of cultural artifacts using
information collected from descriptions or measurements of their morphological forms …

Regional-scale archaeological remote sensing in the age of big data: Automated site discovery vs. brute force methods

J Casana - Advances in Archaeological Practice, 2014 - cambridge.org
With the ever expanding quantity of high-resolution aerial and satellite imagery available to
archaeologists, numerous researchers have sought to address this “big data” challenge by …

Finding common ground: Human and computer vision in archaeological prospection

A Traviglia, D Cowley, K Lambers - AARGnews, 2016 - iris.unive.it
The (slow) emergence of semi-automated or supervised detection techniques to identify
anthropogenic objects in archaeological prospection using remote sensing data has …