{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,15]],"date-time":"2026-04-15T17:51:36Z","timestamp":1776275496225,"version":"3.50.1"},"reference-count":19,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100002347","name":"German Federal Ministry of Education and Research\u2014AI Future Laboratory \u201cAI4EO\u201d","doi-asserted-by":"publisher","award":["01DD20001"],"award-info":[{"award-number":["01DD20001"]}],"id":[{"id":"10.13039\/501100002347","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Geosci. Remote Sensing Lett."],"published-print":{"date-parts":[[2022]]},"DOI":"10.1109\/lgrs.2021.3051053","type":"journal-article","created":{"date-parts":[[2021,1,25]],"date-time":"2021-01-25T17:14:53Z","timestamp":1611594893000},"page":"1-5","source":"Crossref","is-referenced-by-count":71,"title":["Semantic Segmentation of Remote Sensing Images With Sparse Annotations"],"prefix":"10.1109","volume":"19","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9238-2920","authenticated-orcid":false,"given":"Yuansheng","family":"Hua","sequence":"first","affiliation":[{"name":"Data Science in Earth Observation, Technical University of Munich, Munich, Germany"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5607-4445","authenticated-orcid":false,"given":"Diego","family":"Marcos","sequence":"additional","affiliation":[{"name":"Laboratory of GeoInformation Science and Remote Sensing, Wageningen University, Wageningen, The Netherlands"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8407-6413","authenticated-orcid":false,"given":"Lichao","family":"Mou","sequence":"additional","affiliation":[{"name":"Data Science in Earth Observation, Technical University of Munich, Munich, Germany"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5530-3613","authenticated-orcid":false,"given":"Xiao Xiang","family":"Zhu","sequence":"additional","affiliation":[{"name":"Data Science in Earth Observation, Technical University of Munich, Munich, Germany"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0374-2459","authenticated-orcid":false,"given":"Devis","family":"Tuia","sequence":"additional","affiliation":[{"name":"Laboratory of GeoInformation Science and Remote Sensing, Wageningen University, Wageningen, The Netherlands"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MGRS.2017.2762307"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46478-7_34"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2874544"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2018.8517947"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JURSE.2019.8809060"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2019.07.001"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1967.1053964"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00810"},{"key":"ref9","first-page":"109","article-title":"Efficient inference in fully connected CRFs with Gaussian edge potentials","volume-title":"Proc. NeurIPS","author":"Kr\u00e4henb\u00fchl"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2012.2192741"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2017.2740362"},{"key":"ref12","article-title":"Fully convolutional networks for dense semantic labelling of high-resolution aerial imagery","volume-title":"arXiv:1606.02585","author":"Sherrah","year":"2016"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2015.7301377"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2018.2797316"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/JURSE.2019.8808974"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46723-8_49"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298965"},{"key":"ref18","first-page":"249","article-title":"Understanding the difficulty of training deep feedforward neural networks","volume-title":"Proc. AISTATS","author":"Glorot"},{"key":"ref19","first-page":"4","article-title":"Incorporating Nesterov momentum into Adam","volume-title":"Proc. Int. Conf. Learn. Represent. Workshop","author":"Dozat"}],"container-title":["IEEE Geoscience and Remote Sensing Letters"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8859\/9651998\/09335495.pdf?arnumber=9335495","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,22]],"date-time":"2025-12-22T18:45:17Z","timestamp":1766429117000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9335495\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"references-count":19,"URL":"https:\/\/doi.org\/10.1109\/lgrs.2021.3051053","relation":{},"ISSN":["1545-598X","1558-0571"],"issn-type":[{"value":"1545-598X","type":"print"},{"value":"1558-0571","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]}}}