@InProceedings{deng_et_al:LIPIcs.GIScience.2021.I.3, author = {Deng, Xueqing and Tian, Yuxin and Newsam, Shawn}, title = {{Generalizing Deep Models for Overhead Image Segmentation Through Getis-Ord Gi* Pooling}}, booktitle = {11th International Conference on Geographic Information Science (GIScience 2021) - Part I}, pages = {3:1--3:14}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-166-5}, ISSN = {1868-8969}, year = {2020}, volume = {177}, editor = {Janowicz, Krzysztof and Verstegen, Judith A.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.GIScience.2021.I.3}, URN = {urn:nbn:de:0030-drops-130387}, doi = {10.4230/LIPIcs.GIScience.2021.I.3}, annote = {Keywords: Remote sensing, convolutional neural networks, pooling function, semantic segmentation, generalization} }