{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:18:44Z","timestamp":1750220324410,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":48,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,11,2]],"date-time":"2021-11-02T00:00:00Z","timestamp":1635811200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,11,2]]},"DOI":"10.1145\/3486635.3491069","type":"proceedings-article","created":{"date-parts":[[2021,11,8]],"date-time":"2021-11-08T17:04:41Z","timestamp":1636391081000},"page":"9-16","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["Semantic Segmentation in Aerial Images Using Class-Aware Unsupervised Domain Adaptation"],"prefix":"10.1145","author":[{"given":"Ying","family":"Chen","sequence":"first","affiliation":[{"name":"Illinois Institute of Technology, Chicago, Illinois, United States"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xu","family":"Ouyang","sequence":"additional","affiliation":[{"name":"Illinois Institute of Technology, Chicago, Illinois, United States"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kaiyue","family":"Zhu","sequence":"additional","affiliation":[{"name":"Illinois Institute of Technology, Chicago, Illinois, United States"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gady","family":"Agam","sequence":"additional","affiliation":[{"name":"Illinois Institute of Technology, Chicago, Illinois, United States"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2021,11,8]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.3390\/app10031092"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.3390\/rs11111369"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-7908-2604-3_16"},{"key":"e_1_3_2_1_4_1","volume-title":"Deeplab: Semantic image segmentation with deep convolutional nets, atrous convolution, and fully connected crfs","author":"Chen Liang-Chieh","year":"2017","unstructured":"Liang-Chieh Chen , George Papandreou , Iasonas Kokkinos , Kevin Murphy , and Alan L Yuille . 2017 . Deeplab: Semantic image segmentation with deep convolutional nets, atrous convolution, and fully connected crfs . IEEE transactions on pattern analysis and machine intelligence 40, 4 (2017), 834--848. Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos, Kevin Murphy, and Alan L Yuille. 2017. Deeplab: Semantic image segmentation with deep convolutional nets, atrous convolution, and fully connected crfs. IEEE transactions on pattern analysis and machine intelligence 40, 4 (2017), 834--848."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00218"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00823"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/3356471.3365232"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.220"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00235"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.350"},{"key":"e_1_3_2_1_11_1","first-page":"1187","article-title":"The use of unmanned aerial vehicles (UAVs) for remote sensing and mapping. The International Archives of the Photogrammetry","volume":"37","author":"Jurgen Everaerts","year":"2008","unstructured":"Jurgen Everaerts et al. 2008 . The use of unmanned aerial vehicles (UAVs) for remote sensing and mapping. The International Archives of the Photogrammetry , Remote Sensing and Spatial Information Sciences 37 , 2008 (2008), 1187 -- 1192 . Jurgen Everaerts et al. 2008. The use of unmanned aerial vehicles (UAVs) for remote sensing and mapping. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences 37, 2008 (2008), 1187--1192.","journal-title":"Remote Sensing and Spatial Information Sciences"},{"key":"e_1_3_2_1_12_1","volume-title":"Luc Van Gool, Christopher KI Williams, John Winn, and Andrew Zisserman.","author":"Everingham Mark","year":"2015","unstructured":"Mark Everingham , SM Ali Eslami , Luc Van Gool, Christopher KI Williams, John Winn, and Andrew Zisserman. 2015 . The pascal visual object classes challenge: A retrospective. International journal of computer vision 111, 1 (2015), 98--136. Mark Everingham, SM Ali Eslami, Luc Van Gool, Christopher KI Williams, John Winn, and Andrew Zisserman. 2015. The pascal visual object classes challenge: A retrospective. International journal of computer vision 111, 1 (2015), 98--136."},{"key":"e_1_3_2_1_13_1","volume-title":"International Conference on Machine Learning. PMLR, PMLR, 1126--1135","author":"Finn Chelsea","year":"2017","unstructured":"Chelsea Finn , Pieter Abbeel , and Sergey Levine . 2017 . Model-agnostic meta-learning for fast adaptation of deep networks . In International Conference on Machine Learning. PMLR, PMLR, 1126--1135 . Chelsea Finn, Pieter Abbeel, and Sergey Levine. 2017. Model-agnostic meta-learning for fast adaptation of deep networks. In International Conference on Machine Learning. PMLR, PMLR, 1126--1135."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00824"},{"volume-title":"Advances in neural information processing systems.","author":"Grandvalet Yves","key":"e_1_3_2_1_15_1","unstructured":"Yves Grandvalet and Yoshua Bengio . 2005. Semi-supervised learning by entropy minimization . In Advances in neural information processing systems. Vancouver, British Columbia, Canada , 529--536. Yves Grandvalet and Yoshua Bengio. 2005. Semi-supervised learning by entropy minimization. In Advances in neural information processing systems. Vancouver, British Columbia, Canada, 529--536."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-44668-0_13"},{"key":"e_1_3_2_1_18_1","volume-title":"International conference on machine learning. Omnipress","author":"Hoffman Judy","year":"2018","unstructured":"Judy Hoffman , Eric Tzeng , Taesung Park , Jun-Yan Zhu , Phillip Isola , Kate Saenko , Alexei Efros , and Trevor Darrell . 2018 . Cycada: Cycle-consistent adversarial domain adaptation . In International conference on machine learning. Omnipress , Stockholmsmassan, Stockholm, Sweden , 1989--1998. Judy Hoffman, Eric Tzeng, Taesung Park, Jun-Yan Zhu, Phillip Isola, Kate Saenko, Alexei Efros, and Trevor Darrell. 2018. Cycada: Cycle-consistent adversarial domain adaptation. In International conference on machine learning. Omnipress, Stockholmsmassan, Stockholm, Sweden, 1989--1998."},{"key":"e_1_3_2_1_19_1","volume-title":"Fcns in the wild: Pixel-level adversarial and constraint-based adaptation. CoRR, abs\/16 12.02649","author":"Hoffman Judy","year":"2016","unstructured":"Judy Hoffman , Dequan Wang , Fisher Yu , and Trevor Darrell . 2016. Fcns in the wild: Pixel-level adversarial and constraint-based adaptation. CoRR, abs\/16 12.02649 ( 2016 ). Judy Hoffman, Dequan Wang, Fisher Yu, and Trevor Darrell. 2016. Fcns in the wild: Pixel-level adversarial and constraint-based adaptation. CoRR, abs\/16 12.02649 (2016)."},{"key":"e_1_3_2_1_20_1","unstructured":"Seunghoon Hong Hyeonwoo Noh and Bohyung Han. 2015. Decoupled deep neural network for semi-supervised semantic segmentation. In Advances in neural information processing systems. Palais des Congres de Montreal Montreal CANADA 1495--1503.  Seunghoon Hong Hyeonwoo Noh and Bohyung Han. 2015. Decoupled deep neural network for semi-supervised semantic segmentation. In Advances in neural information processing systems. Palais des Congres de Montreal Montreal CANADA 1495--1503."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00145"},{"key":"e_1_3_2_1_22_1","volume-title":"On information and sufficiency. The annals of mathematical statistics 22, 1","author":"Kullback Solomon","year":"1951","unstructured":"Solomon Kullback and Richard A Leibler . 1951. On information and sufficiency. The annals of mathematical statistics 22, 1 ( 1951 ), 79--86. Solomon Kullback and Richard A Leibler. 1951. On information and sufficiency. The annals of mathematical statistics 22, 1 (1951), 79--86."},{"key":"e_1_3_2_1_23_1","unstructured":"S Labeling and B Vaihingen. 2016. Use of the Stair Vision Library within the ISPRS Use of the Stair Vision Library within the ISPRS 2D. (2016).  S Labeling and B Vaihingen. 2016. Use of the Stair Vision Library within the ISPRS Use of the Stair Vision Library within the ISPRS 2D. (2016)."},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.02.003"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58517-4_23"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00710"},{"key":"e_1_3_2_1_27_1","volume-title":"Long Beach Convention Center, Long Beach, 5545--5553","author":"Liu Shuang","year":"2017","unstructured":"Shuang Liu , Olivier Bousquet , and Kamalika Chaudhuri . 2017 . Approximation and convergence properties of generative adversarial learning. In Advances in Neural Information Processing Systems. Morgan Kaufmann Publishers Inc , Long Beach Convention Center, Long Beach, 5545--5553 . Shuang Liu, Olivier Bousquet, and Kamalika Chaudhuri. 2017. Approximation and convergence properties of generative adversarial learning. In Advances in Neural Information Processing Systems. Morgan Kaufmann Publishers Inc, Long Beach Convention Center, Long Beach, 5545--5553."},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298965"},{"key":"e_1_3_2_1_29_1","volume-title":"International conference on machine learning. Omnipress","author":"Long Mingsheng","year":"2015","unstructured":"Mingsheng Long , Yue Cao , Jianmin Wang , and Michael Jordan . 2015 . Learning transferable features with deep adaptation networks . In International conference on machine learning. Omnipress , Lille, France, 97--105. Mingsheng Long, Yue Cao, Jianmin Wang, and Michael Jordan. 2015. Learning transferable features with deep adaptation networks. In International conference on machine learning. Omnipress, Lille, France, 97--105."},{"key":"e_1_3_2_1_30_1","volume-title":"International Barcelona Convention Center","author":"Long Mingsheng","year":"2016","unstructured":"Mingsheng Long , Han Zhu , Jianmin Wang , and Michael I Jordan . 2016 . Unsupervised domain adaptation with residual transfer networks. In Advances in neural information processing systems. Morgan Kaufmann Publishers Inc , International Barcelona Convention Center , Barcelona, Spain, 136--144. Mingsheng Long, Han Zhu, Jianmin Wang, and Michael I Jordan. 2016. Unsupervised domain adaptation with residual transfer networks. In Advances in neural information processing systems. Morgan Kaufmann Publishers Inc, International Barcelona Convention Center, Barcelona, Spain, 136--144."},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.5555\/3305890.3305909"},{"key":"e_1_3_2_1_32_1","volume-title":"NIPS Workshop","author":"Paszke Adam","year":"2017","unstructured":"Adam Paszke , Sam Gross , Soumith Chintala , Gregory Chanan , Edward Yang , Zachary DeVito , Zeming Lin , Alban Desmaison , Luca Antiga , and Adam Lerer . 2017 . Automatic differentiation in pytorch . NIPS Workshop (2017). Adam Paszke, Sam Gross, Soumith Chintala, Gregory Chanan, Edward Yang, Zachary DeVito, Zeming Lin, Alban Desmaison, Luca Antiga, and Adam Lerer. 2017. Automatic differentiation in pytorch. NIPS Workshop (2017)."},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46475-6_7"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.352"},{"key":"e_1_3_2_1_35_1","volume-title":"A mathematical theory of communication. Bell system technical journal 27, 3","author":"Shannon Claude E","year":"1948","unstructured":"Claude E Shannon . 1948. A mathematical theory of communication. Bell system technical journal 27, 3 ( 1948 ), 379--423. Claude E Shannon. 1948. A mathematical theory of communication. Bell system technical journal 27, 3 (1948), 379--423."},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.630"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.606"},{"key":"e_1_3_2_1_38_1","volume-title":"Unsupervised and semi-supervised learning with categorical generative adversarial networks. ICLR","author":"Springenberg Jost Tobias","year":"2015","unstructured":"Jost Tobias Springenberg . 2015. Unsupervised and semi-supervised learning with categorical generative adversarial networks. ICLR ( 2015 ). Jost Tobias Springenberg. 2015. Unsupervised and semi-supervised learning with categorical generative adversarial networks. ICLR (2015)."},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00780"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.316"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00262"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00759"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01228-1_32"},{"key":"e_1_3_2_1_44_1","volume-title":"International Conference on Machine Learning. Omnipress, Stockholmsm\u00c3d'ssan","author":"Xie Shaoan","year":"2018","unstructured":"Shaoan Xie , Zibin Zheng , Liang Chen , and Chuan Chen . 2018 . Learning semantic representations for unsupervised domain adaptation . In International Conference on Machine Learning. Omnipress, Stockholmsm\u00c3d'ssan , Stockholm, Sweden, 5423--5432. Shaoan Xie, Zibin Zheng, Liang Chen, and Chuan Chen. 2018. Learning semantic representations for unsupervised domain adaptation. In International Conference on Machine Learning. Omnipress, Stockholmsm\u00c3d'ssan, Stockholm, Sweden, 5423--5432."},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.107"},{"key":"e_1_3_2_1_46_1","volume-title":"Generalizable semantic segmentation via model-agnostic learning and target-specific normalization. arXiv preprint arXiv:2003.12296","author":"Zhang Jian","year":"2020","unstructured":"Jian Zhang , Lei Qi , Yinghuan Shi , and Yang Gao . 2020. Generalizable semantic segmentation via model-agnostic learning and target-specific normalization. arXiv preprint arXiv:2003.12296 ( 2020 ). Jian Zhang, Lei Qi, Yinghuan Shi, and Yang Gao. 2020. Generalizable semantic segmentation via model-agnostic learning and target-specific normalization. arXiv preprint arXiv:2003.12296 (2020)."},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.244"},{"key":"e_1_3_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01219-9_18"}],"event":{"name":"SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems","sponsor":["SIGSPATIAL ACM Special Interest Group on Spatial Information"],"location":"Beijing China","acronym":"SIGSPATIAL '21"},"container-title":["Proceedings of the 4th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3486635.3491069","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3486635.3491069","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T20:12:05Z","timestamp":1750191125000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3486635.3491069"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,11,2]]},"references-count":48,"alternative-id":["10.1145\/3486635.3491069","10.1145\/3486635"],"URL":"https:\/\/doi.org\/10.1145\/3486635.3491069","relation":{},"subject":[],"published":{"date-parts":[[2021,11,2]]},"assertion":[{"value":"2021-11-08","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}