{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,10]],"date-time":"2025-11-10T13:43:42Z","timestamp":1762782222291,"version":"3.37.3"},"reference-count":57,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2018,10,1]],"date-time":"2018-10-01T00:00:00Z","timestamp":1538352000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"name":"Open Fund of Twenty First Century Aerospace Technology Co., Ltd.","award":["21AT-2016-04"],"award-info":[{"award-number":["21AT-2016-04"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"crossref","award":["41701533","41371434","41301521"],"award-info":[{"award-number":["41701533","41371434","41301521"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Open Fund for Guangdong Key Laboratory of Ocean Remote Sensing","award":["2017B030301005-LORS1804"],"award-info":[{"award-number":["2017B030301005-LORS1804"]}]},{"name":"Open Fund Key Laboratory for National Geography State Monitoring","award":["2017NGCM06"],"award-info":[{"award-number":["2017NGCM06"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Sel. Top. Appl. Earth Observations Remote Sensing"],"published-print":{"date-parts":[[2018,10]]},"DOI":"10.1109\/jstars.2018.2866284","type":"journal-article","created":{"date-parts":[[2018,9,21]],"date-time":"2018-09-21T20:15:17Z","timestamp":1537560917000},"page":"3688-3700","source":"Crossref","is-referenced-by-count":40,"title":["Multilevel Building Detection Framework in Remote Sensing Images Based on Convolutional Neural Networks"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3168-0630","authenticated-orcid":false,"given":"Yibo","family":"Liu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4070-9415","authenticated-orcid":false,"given":"Zhenxin","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ruofei","family":"Zhong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8118-3889","authenticated-orcid":false,"given":"Dong","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yinghai","family":"Ke","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0245-5933","authenticated-orcid":false,"given":"Jiju","family":"Peethambaran","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chuqun","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lan","family":"Sun","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2015.7326158"},{"key":"ref38","first-page":"14 680?14 707","article-title":"Transferring deep convolutional neural networks for the\n scene classification of high-resolution remote sensing imagery","volume":"7","author":"hu","year":"2015","journal-title":"Remote Sens"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2015.2444405"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2016.2587324"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2017.11.017"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2012.2202912"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2437384"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2016.2645610"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2016.2601622"},{"key":"ref34","doi-asserted-by":"crossref","first-page":"15 014?15 045","DOI":"10.3390\/rs71115014","article-title":"Accurate annotation of remote sensing images via active\n spectral clustering with little expert knowledge","volume":"7","author":"xia","year":"2015","journal-title":"Remote Sens"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2008.2008440"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.106"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2011.2168195"},{"key":"ref2","doi-asserted-by":"crossref","first-page":"63","DOI":"10.1016\/j.comnet.2015.12.023","article-title":"Urban planning\n and building smart cities based on the internet of things using Big data analytics","volume":"101","year":"2016","journal-title":"Comput Netw"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2016.7730904"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2389824"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2016.2599163"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2016.2514508"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2007.08.005"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2008.2010708"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2013.11.003"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2011.07.017"},{"key":"ref50","first-page":"1607","article-title":"Replicated Softmax: An undirected topic model","author":"hinton","year":"0","journal-title":"Proc Neural Inf Process Syst"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1145\/2647868.2654889"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.77"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.91"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2009.167"},{"key":"ref54","first-page":"1","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"0","journal-title":"Proc Int Conf Learn Represent"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2017.8127684"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2015.2435801"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2014.2358994"},{"key":"ref11","doi-asserted-by":"crossref","first-page":"366","DOI":"10.1109\/LGRS.2009.2035644","article-title":"Object classification of aerial images with\n bag-of-visual words","volume":"7","author":"xu","year":"2010","journal-title":"IEEE Geosci Remote Sens Lett"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2016.03.014"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2011.2161569"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2014.2368173"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2014.2337883"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2015.2404578"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2013.2280063"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2554550"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.231"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995732"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2010.2043109"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"418","DOI":"10.1038\/nature20584","article-title":"High-resolution mapping\n of global surface water and its long-term changes","volume":"540","author":"pekel","year":"2016","journal-title":"Nature"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2007.10.005"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2013.2242846"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2014.2374218"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2012.2210189"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.81"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2013.08.001"},{"key":"ref46","first-page":"1","article-title":"Very deep convolutional networks for large-scale image recognition","author":"simonyan","year":"0","journal-title":"Proc IEEE Conf Comput Vis Pattern Recog"},{"key":"ref45","first-page":"818","article-title":"Visualizing and understanding convolutional networks","author":"zeiler","year":"0","journal-title":"Proc"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.169"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/JSSC.2016.2610580"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2577031"}],"container-title":["IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4609443\/8493483\/08458225.pdf?arnumber=8458225","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T17:45:23Z","timestamp":1643219123000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8458225\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10]]},"references-count":57,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/jstars.2018.2866284","relation":{},"ISSN":["1939-1404","2151-1535"],"issn-type":[{"type":"print","value":"1939-1404"},{"type":"electronic","value":"2151-1535"}],"subject":[],"published":{"date-parts":[[2018,10]]}}}