References

Geospatial artificial intelligence (GeoAI)

2021 · External reference

Individual tree detection and species classification of amazonian palms using UAV images and deep learning

10.1016/j.foreco.2020.118397 · 2020 · External reference

Using multi-scale and hierarchical deep convolutional features for 3D semantic classification of TLS point clouds

10.1080/13658816.2018.1552790 · 2020 · External reference

Deep learning

10.1038/nature14539 · 2015 · External reference

A convolutional neural network approach for assisting avalanche search and rescue operations with UAV imagery

10.3390/rs9020100 · 2017 · External reference

AI-powered landslide susceptibility assessment in Hong Kong

10.1016/j.enggeo.2021.106103 · 2021 · External reference

Opportunities for machine learning and artificial intelligence in national mapping agencies: enhancing ordnance survey workflow

10.5194/isprs-archives-xliii-b5-2020-185-2020 · 2020 · External reference

Unresolved reference

External reference

Unresolved reference

External reference

Unresolved reference

External reference

Unresolved reference

External reference

Unresolved reference

External reference

A harmonised, high-coverage, open dataset of solar photovoltaic installations in the UK

10.1038/s41597-020-00739-0 · 2020 · External reference

Automatic detection of solar photovoltaic arrays in high resolution aerial imagery

10.1016/j.apenergy.2016.08.191 · 2016 · External reference

Detecting Unknown Artificial Urban Surface Materials Based on Spectral Dissimilarity Analysis

10.3390/s17081826 · 2017 · External reference

Detection of photovoltaic installations in RGB aerial imaging: a comparative study

2016 · External reference

10.1109/med.2017.7984163

10.1109/med.2017.7984163 · External reference

Unresolved reference

2018 · External reference

Unresolved reference

2017 · External reference

A deep convolutional neural network, with pre-training, for solar photovoltaic array detection in aerial imagery

2017 · External reference

Large-scale solar panel mapping from aerial images using deep convolutional networks

2016 · External reference

Unresolved reference

External reference

Deep learning in the built environment: automatic detection of rooftop solar panels using convolutional neural networks

10.1088/1742-6596/1343/1/012034 · 2019 · External reference

Unresolved reference

External reference

DeepSolar: a machine learning framework to efficiently construct a solar deployment database in the United States

10.1016/j.joule.2018.11.021 · 2018 · External reference

Unresolved reference

External reference

Roofpedia: automatic mapping of green and solar roofs for an open roofscape registry and evaluation of urban sustainability

10.1016/j.landurbplan.2021.104167 · 2021 · External reference

Unresolved reference

External reference

GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond

10.1080/13658816.2019.1684500 · 2020 · External reference

Multiray photogrammetry and dense image matching

2011 · External reference

High density aerial image matching: state-of-the-art and future prospects

10.5194/isprs-archives-xli-b4-625-2016 · 2016 · External reference

SURE-The Ifp software for dense image matching

2013 · External reference

Unresolved reference

External reference

Unresolved reference

External reference

Unresolved reference

External reference

Unresolved reference

External reference

10.1007/978-3-030-64340-9_15

10.1007/978-3-030-64340-9_15 · External reference

Accuracy assessment in convolutional neural network-based deep learning remote sensing studies-part 1: literature review

10.3390/rs13132450 · 2021 · External reference

A systematic analysis of performance measures for classification tasks

10.1016/j.ipm.2009.03.002 · 2009 · External reference

Unresolved reference

External reference

Unresolved reference

External reference

Unresolved reference

External reference