Applying automated object detection in archaeological practice: A case study from the southern Netherlands

A modified Mask region‐based convolutional neural network approach for the automated detection of archaeological sites on high‐resolution light detection and ranging‐derived digital elevation models in the North German Lowland

(2021) Alexander Bonhage et al.   Archaeological Prospection

Deep Learning in Archaeological Remote Sensing: Automated Qanat Detection in the Kurdistan Region of Iraq

(2020) Mehrnoush Soroush et al.   Remote Sensing

Machine Learning for Cultural Heritage: A Survey

(2020) Marco Fiorucci et al.   PATTERN RECOGNITION LETTERS

Combining Deep Learning and Location-Based Ranking for Large-Scale Archaeological Prospection of LiDAR Data from The Netherlands

(2020) Wouter B. Verschoof-van der Vaart et al.   ISPRS International Journal of Geo-Information

Learning to Classify Structures in ALS-Derived Visualizations of Ancient Maya Settlements with CNN

(2020) Maja Somrak et al.   Remote Sensing

A Pilot Study on Remote Sensing and Citizen Science for Archaeological Prospection

(2020) Christopher Stewart et al.   Remote Sensing

Automated mapping of cultural heritage in Norway from airborne lidar data using faster R-CNN

(2020) Øivind Due Trier et al.   International Journal of Applied Earth Observation and Geoinformation

Integrating Remote Sensing, Machine Learning, and Citizen Science in Dutch Archaeological Prospection

(2019) Karsten Lambers et al.   Remote Sensing

Bringing Lunar LiDAR Back Down to Earth: Mapping Our Industrial Heritage through Deep Transfer Learning

(2019) Gallwey et al.   Remote Sensing

Convolutional neural networks for archaeological site detection – Finding “princely” tombs

(2019) Gino Caspari et al.   JOURNAL OF ARCHAEOLOGICAL SCIENCE

Focal loss for dense object detection

(2018) Tsung-Yi Lin et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Using deep neural networks on airborne laser scanning data: Results from a case study of semi-automatic mapping of archaeological topography on Arran, Scotland

(2018) Øivind Due Trier et al.   Archaeological Prospection

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Geospatial Big Data and archaeology: Prospects and problems too great to ignore

(2017) Mark D. McCoy   JOURNAL OF ARCHAEOLOGICAL SCIENCE

Detection of Fragmented Rectangular Enclosures in Very High Resolution Remote Sensing Images

(2016) Igor Zingman et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep learning for visual understanding: A review

(2016) Yanming Guo et al.   NEUROCOMPUTING

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Deep learning

(2015) Yann LeCun et al.   NATURE

Interpreting cultural remains in airborne laser scanning generated digital terrain models: effects of size and shape on detection success rates

(2013) Ole Risbøl et al.   JOURNAL OF ARCHAEOLOGICAL SCIENCE