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Building footprints provide a useful proxy for a great many humanitarian applications.
Defining rational hospital catchments for non-urban areas based on travel time
Schuurman, N., Fiedler, R.S., Grzybowski, S.C., Grund, D.: · 2006
Earlier work this paper cites.
Microsoft COCO: common objects in context
Lin, T., Maire, M., Belongie, S.J., Bourdev, L.D., Girshick, R.B., Hays, J., Perona, P., Ramanan, D., Dollár, P., Zitnick, C.L.: · 2014
Earlier work this paper cites.
Civil registration and vital statistics: key to better data on maternal mortality (Nov 2015)
Mills, S.: · 2015
Earlier work this paper cites.
In: Estimating populations affected by disasters: A review of methodological issues and research gaps. United Nations Sustainable Development Group (March 2015)
Guha-Sapir, D., Hoyois, P · 2015
Earlier work this paper cites.
Very deep convolutional networks for large-scale image recognition
Simonyan, K., Zisserman, A.: · 2015
Earlier work this paper cites.
U-net: Convolutional networks for biomedical image segmentation
Ronneberger, O., Fischer, P., Brox, T.: · 2015
Earlier work this paper cites.
A novel performance evaluation methodology for single-target trackers
Kristan, M., Matas, J., Leonardis, A., Vojir, T., Pflugfelder, R., Fernandez, G., Nebehay, G., Porikli, F., Čehovin, L.: · 2016
Earlier work this paper cites.
Learning social etiquette: Human trajectory understanding in crowded scenes
Robicquet, A., Sadeghian, A., Alahi, A., Savarese, S.: · 2016
Earlier work this paper cites.
Civil registration and vital statistics (crvs) for monitoring the sustainable development goals (sdgs)
Mills, S., Abouzahr, C., Kim, J., Rassekh, B.M., Sarpong, D.: · 2017
Earlier work this paper cites.
Tracking the trackers: An analysis of the state of the art in multiple object tracking
Leal-Taixé, L., Milan, A., Schindler, K., Cremers, D., Reid, I.D., Roth, S.: · 2017
Cited alongside, same era.
Functional map of the world (2018)
Christie, G., Fendley, N., Wilson, J., Mukherjee, R.: · 2018
Cited alongside, same era.
Data science bowl 2018: Spot nuclei. speed cures
Hamilton, B.A., Kaggle: · 2018
Cited alongside, same era.
Spacenet: A remote sensing dataset and challenge series
Van Etten, A., Lindenbaum, D., Bacastow, T.M.: · 2018
Cited alongside, same era.
You only look twice: Rapid multi-scale object detection in satellite imagery (2018)
Van Etten, A.: · 2018
Cited alongside, same era.
Fast online object tracking and segmentation: A unifying approach
Wang, Q., Zhang, L., Bertinetto, L., Hu, W., Torr, P.H.: · 2019
Later among the works it cites.
Spacenet MVOI: a multi-view overhead imagery dataset
Weir, N., Lindenbaum, D., Bastidas, A., Van Etten, A., McPherson, S., Shermeyer, J., Vijay, V.K., Tang, H.: · 2019
Later among the works it cites.
The good and the bad in the spacenet off-nadir building footprint extraction challenge (Feb 2019)
Weir, N.: · 2019
Later among the works it cites.
Viewing the world through a straw: How lessons from computer vision applications in geo will impact bio image analysis (Jan 2020)
Weir, N., Ben-Joseph, J., George, D.: · 2020
Later among the works it cites.
Road network and travel time extraction from multiple look angles with spacenet data (2020)
Van Etten, A., Shermeyer, J., Hogan, D., Weir, N., Lewis, R.: · 2020
Later among the works it cites.
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Chen, S., Kuhn, M., Prettner, K., Bloom, D.E.: · 2019
Cited alongside, same era.
World Bank Annual Report 2019
World Bank Group, T.: · 2019
Cited alongside, same era.
Creating xbd: A dataset for assessing building damage from satellite imagery
Gupta, R., Hosfelt, R., Sajeev, S., Patel, N., Goodman, B., Doshi, J., Heim, E., Choset, H., Gaston, M.: · 2019
Cited alongside, same era.
The 2019 davis challenge on vos: Unsupervised multi-object segmentation
Caelles, S., Pont-Tuset, J., Perazzi, F., Montes, A., Maninis, K.K., Van Gool, L.: · 2019
Cited alongside, same era.
Web traffic time series forecasting: Forecast future traffic to wikipedia pages
Google:
Cited in the paper.
Cellsignal: Disentangling biological signal from experimental noise in cellular images
Recursion Pharmaceuticals:
Cited in the paper.
Stanford drone dataset
Stanford Computational Vision and Geometry Lab:
Cited in the paper.
Deep high-resolution representation learning for visual recognition (2020)
Wang, J., Sun, K., Cheng, T., Jiang, B., Deng, C., Zhao, Y., Liu, D., Mu, Y., Tan, M., Wang, X., Liu, W., Xiao, B.: · 2020
Later among the works it cites.
Spacenet 6: A first look at model performance (Jun 2020)
Shermeyer, J.: · 2020
Later among the works it cites.
The multi-temporal urban development spacenet dataset (2021)
Van Etten, A., Hogan, D., Martinez-Manso, J., Shermeyer, J., Weir, N., Lewis, R.: · 2021
Closest in time.
Spacenet 7 results: Overachieving pixels (Jan 2021)
Van Etten, A.: · 2021
Closest in time.