Building Coverage Estimation with Low-resolution Remote Sensing Imagery

Regression quantiles

Koenker, R.; and Bassett Jr, G. 1978 · 1978

Earlier work this paper cites.

Visualizing the median as the minimum-deviation location

Hanley, J. A.; Joseph, L.; Platt, R. W.; Chung, M. K.; and Belisle, P. 2001 · 2001

Earlier work this paper cites.

Learning to count buildings in diverse aerial scenes

Original

Yuan, J.; and Cheriyadat, A. M. 2014 · 2014

Earlier work this paper cites.

Outlining where humans live, the World Settlement Footprint 2015

Marconcini, M.; Metz-Marconcini, A.; Üreyen, S.; Palacios-Lopez, D.; Hanke, W.; Bachofer, F.; Zeidler, J.; Esch, T.; Gorelick, N.; Kakarla, A.; et al. 2020 · 2015

Earlier work this paper cites.

U-net: Convolutional networks for biomedical image segmentation

Ronneberger, O.; Fischer, P.; and Brox, T. 2015 · 2015

Earlier work this paper cites.

Deep residual learning for image recognition

He, K.; Zhang, X.; Ren, S.; and Sun, J. 2016 · 2016

Earlier work this paper cites.

Breaking new ground in mapping human settlements from space–The Global Urban Footprint

Esch, T.; Heldens, W.; Hirner, A.; Keil, M.; Marconcini, M.; Roth, A.; Zeidler, J.; Dech, S.; and Strano, E. 2017 · 2017

Earlier work this paper cites.

Sensitivity of Sentinel-1 backscatter to characteristics of buildings

Koppel, K.; Zalite, K.; Voormansik, K.; and Jagdhuber, T. 2017 · 2017

Earlier work this paper cites.

Towards a 20 m global building map from sentinel-1 sar data

Chini, M.; Pelich, R.; Hostache, R.; Matgen, P.; and López-Martínez, C. 2018 · 2018

Cited alongside, same era.

2018 Revision of World Urbanization Prospects

Nations, U. 2018 · 2018

Cited alongside, same era.

Yolov3: An incremental improvement

Original

Redmon, J.; and Farhadi, A. 2018 · 2018

Cited alongside, same era.

Fusing high-spatial-resolution remotely sensed imagery and OpenStreetMap data for land cover classification over urban areas

Luo, N.; Wan, T.; Hao, H.; and Lu, Q. 2019 · 2019

Cited alongside, same era.

Photogrammetric Point Cloud Classification Based on Geometric and Radiometric Data Integration

Pessoa, G. G.; Amorim, A.; Galo, M.; and Galo, M. d. L. B. T. 2019 · 2019

Cited alongside, same era.

Efficient object detection in large images using deep reinforcement learning

Uzkent, B.; Yeh, C.; and Ermon, S. 2020 · 2020

Later among the works it cites.

Using publicly available satellite imagery and deep learning to understand economic well-being in Africa

Yeh, C.; Perez, A.; Driscoll, A.; Azzari, G.; Tang, Z.; Lobell, D.; Ermon, S.; and Burke, M. 2020 · 2020

Later among the works it cites.

Efficient Poverty Mapping from High Resolution Remote Sensing Images

Ayush, K.; Uzkent, B.; Tanmay, K.; Burke, M.; Lobell, D.; and Ermon, S. 2021 · 2021

Later among the works it cites.

A 100 m population grid in the CONUS by disaggregating census data with open-source Microsoft building footprints

Huang, X.; Wang, C.; Li, Z.; and Ning, H. 2021 · 2021

Later among the works it cites.

Continental-Scale Building Detection from High Resolution Satellite Imagery

Original

Sirko, W.; Kashubin, S.; Ritter, M.; Annkah, A.; Bouchareb, Y. S. E.; Dauphin, Y.; Keysers, D.; Neumann, M.; Cisse, M.; and Quinn, J. 2021 · 2021