{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,11]],"date-time":"2026-05-11T21:14:16Z","timestamp":1778534056528,"version":"3.51.4"},"reference-count":69,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2018,5,1]],"date-time":"2018-05-01T00:00:00Z","timestamp":1525132800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61661166011"],"award-info":[{"award-number":["61661166011"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61603292"],"award-info":[{"award-number":["61603292"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["11690011"],"award-info":[{"award-number":["11690011"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61721002"],"award-info":[{"award-number":["61721002"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["91330204"],"award-info":[{"award-number":["91330204"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["11131006"],"award-info":[{"award-number":["11131006"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61603235"],"award-info":[{"award-number":["61603235"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National Basic Research Program (973 Program) of China","award":["2013CB329404"],"award-info":[{"award-number":["2013CB329404"]}]},{"DOI":"10.13039\/501100004543","name":"China Scholarship Council","doi-asserted-by":"publisher","award":["2016013581"],"award-info":[{"award-number":["2016013581"]}],"id":[{"id":"10.13039\/501100004543","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. on Image Process."],"published-print":{"date-parts":[[2018,5]]},"DOI":"10.1109\/tip.2018.2799324","type":"journal-article","created":{"date-parts":[[2018,1,29]],"date-time":"2018-01-29T22:12:03Z","timestamp":1517263923000},"page":"2354-2367","source":"Crossref","is-referenced-by-count":296,"title":["Hyperspectral Image Classification With Markov Random Fields and a Convolutional Neural Network"],"prefix":"10.1109","volume":"27","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7912-3457","authenticated-orcid":false,"given":"Xiangyong","family":"Cao","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1514-7393","authenticated-orcid":false,"given":"Feng","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lin","family":"Xu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1294-8283","authenticated-orcid":false,"given":"Deyu","family":"Meng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zongben","family":"Xu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"John","family":"Paisley","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2011.2172185"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2010.2060550"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.3390\/rs4061544"},{"key":"ref32","author":"kingma","year":"2013","journal-title":"Auto-encoding variational bayes"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2015.2423278"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.59"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2011.2162649"},{"key":"ref36","first-page":"1097","article-title":"Imagenet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2004.1262177"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2006.200"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2014.6947216"},{"key":"ref62","first-page":"341","article-title":"Image denoising and inpainting with deep neural networks","author":"xie","year":"2012","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2011.2153861"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2015.2434997"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1142\/S0218488598000094"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2005.850085"},{"key":"ref27","first-page":"346","article-title":"Spatial pyramid pooling in deep convolutional networks for visual recognition","author":"he","year":"2014","journal-title":"Proc Eur Conf Comput Vis (ECCV)"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1080\/2150704X.2016.1193793"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1080\/2150704X.2015.1047045"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1155\/2015\/258619"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1080\/2150704X.2017.1280200"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2017.2654486"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2010.04.003"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2008.2005729"},{"key":"ref1","author":"abadi","year":"2016","journal-title":"Tensorflow Large-scale machine learning on heterogeneous distributed systems"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2010.2091253"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2008.916478"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2439281"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2017.2691802"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2012.2197589"},{"key":"ref26","first-page":"2672","article-title":"Generative adversarial nets","author":"goodfellow","year":"2014","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref25","author":"goodfellow","year":"2016","journal-title":"Deep Learning"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2007.4379170"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.21236\/ADA164453"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2010.2047711"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2009.2016214"},{"key":"ref57","first-page":"2553","article-title":"Deep neural networks for object detection","author":"szegedy","year":"2013","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref56","doi-asserted-by":"crossref","first-page":"1235","DOI":"10.1109\/LGRS.2013.2290531","article-title":"Structured priors for sparse-representation-based hyperspectral image classification","volume":"11","author":"sun","year":"2014","journal-title":"IEEE Geosci Remote Sens Lett"},{"key":"ref55","first-page":"1929","article-title":"Dropout: A simple way to prevent neural networks from overfitting","volume":"15","author":"srivastava","year":"2014","journal-title":"J Mach Learn Res"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2014.2325067"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2011.2157166"},{"key":"ref52","first-page":"1557","article-title":"Hyperspectral remote sensing of urban areas: An overview of techniques and applications","volume":"4","author":"shafri","year":"2012","journal-title":"Res J Appl Sci Eng Technol"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2005.846154"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2004.827262"},{"key":"ref40","first-page":"1","article-title":"Spectral–spatial classification of hyperspectral image using autoencoders","author":"lin","year":"2013","journal-title":"Proc IEEE 9th Int Conf Inf Commun Signal Process (ICICS)"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.11.034"},{"key":"ref13","author":"chen","year":"2014","journal-title":"Semantic image segmentation with deep convolutional nets and fully connected crfs"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2014.2329330"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2011.2129595"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2012.2201730"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2015.2388577"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1080\/02693799308901949"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-02326-2_52"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"192","DOI":"10.1111\/j.2517-6161.1974.tb00999.x","article-title":"Spatial interaction and the statistical analysis of lattice systems","volume":"36","author":"besag","year":"1974","journal-title":"J Roy Statist Soc Series B (Methodol )"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2004.842478"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/36.655348"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1006\/cgip.1994.1006"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/34.969114"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-011-3488-0_5"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2012.2209657"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2001.937505"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2015.7301381"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2016.2636241"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2007.07.028"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.cageo.2011.08.019"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2015.2417859"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2010.2055876"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2011.2179059"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2004.831865"}],"container-title":["IEEE Transactions on Image Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/83\/8287843\/08271995.pdf?arnumber=8271995","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,30]],"date-time":"2024-06-30T20:10:51Z","timestamp":1719778251000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8271995\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,5]]},"references-count":69,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tip.2018.2799324","relation":{},"ISSN":["1057-7149","1941-0042"],"issn-type":[{"value":"1057-7149","type":"print"},{"value":"1941-0042","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,5]]}}}