{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,18]],"date-time":"2026-08-18T00:30:21Z","timestamp":1787013021802,"version":"build-2736575974"},"reference-count":56,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"name":"Grants-in-Aid for Scientific Research (KAKENHI)","award":["15K20955"],"award-info":[{"award-number":["15K20955"]}]},{"name":"Grants-in-Aid for Scientific Research (KAKENHI)","award":["24360347"],"award-info":[{"award-number":["24360347"]}]},{"name":"Grants-in-Aid for Scientific Research (KAKENHI)","award":["16H04587"],"award-info":[{"award-number":["16H04587"]}]},{"DOI":"10.13039\/501100001691","name":"Japan Society for the Promotion of Science through KAKENHI","doi-asserted-by":"publisher","award":["16F16053"],"award-info":[{"award-number":["16F16053"]}],"id":[{"id":"10.13039\/501100001691","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Geosci. Remote Sensing"],"published-print":{"date-parts":[[2018,1]]},"DOI":"10.1109\/tgrs.2017.2744662","type":"journal-article","created":{"date-parts":[[2017,9,19]],"date-time":"2017-09-19T14:15:18Z","timestamp":1505830518000},"page":"202-216","source":"Crossref","is-referenced-by-count":188,"title":["Random Forest Ensembles and Extended Multiextinction Profiles for Hyperspectral Image Classification"],"prefix":"10.1109","volume":"56","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5586-6536","authenticated-orcid":false,"given":"Junshi","family":"Xia","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1203-741X","authenticated-orcid":false,"given":"Pedram","family":"Ghamisi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7321-4590","authenticated-orcid":false,"given":"Naoto","family":"Yokoya","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Akira","family":"Iwasaki","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2016.2600244"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2016.2561842"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2003.814625"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/36.905239"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2014.2361618"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2011.2162649"},{"key":"ref37","author":"benediktsson","year":"2015","journal-title":"Spectral-Spatial Classification of Hyperspectral Remote Sensing Images"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2014.2358934"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1080\/01431161.2010.512425"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2010.2048116"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2013.2263282"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/34.969114"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2010.2047711"},{"key":"ref2","author":"chang","year":"2003","journal-title":"Hyperspectral Imaging Techniques for Spectral Detection and Classification"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2012.2197589"},{"key":"ref20","first-page":"148","article-title":"Experiments with a new boosting algorithm","author":"freund","year":"1996","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2006.211"},{"key":"ref21","doi-asserted-by":"crossref","first-page":"832","DOI":"10.1109\/34.709601","article-title":"The random subspace method for constructing decision forests","volume":"20","author":"ho","year":"1998","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2015.2409195"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2013.2254108"},{"key":"ref26","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":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2016.2636877"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2008.03.006"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1023\/A:1022859003006"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2010.2091253"},{"key":"ref55","article-title":"Classification of hyperspectral data using spectral-spatial approaches","author":"tarabalka","year":"2010"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2009.2037132"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2010.01.016"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2015.2481938"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2016.2584107"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2016.2595108"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(00)00026-5"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2004.842481"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.3390\/rs4092661"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2010.08.007"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2016.10.010"},{"key":"ref17","first-page":"1341","article-title":"Feature selection with ensembles, artificial variables, and redundancy elimination","volume":"10","author":"tuv","year":"2009","journal-title":"J Mach Learn Res"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2013.72"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/BF00058655"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1968.1054102"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1002\/0470124628"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2005.846154"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2004.831865"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2009.2039484"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2012.2200106"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1002\/0471660264"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-2440-0"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2015.7351479"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/83.841532"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4419-7046-6_21"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-18720-4_6"},{"key":"ref42","first-page":"254","article-title":"Extinction value: A new measurement of persistence","volume":"2","author":"vachier","year":"1995","journal-title":"Proc IEEE Workshop Nonlinear Signal Image Process"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/83.663500"},{"key":"ref44","first-page":"485","article-title":"Morphological filtering in shape spaces: Applications using tree-based image representations","author":"xu","year":"2012","journal-title":"Proc Int Conf Pattern Recognit (ICPR)"},{"key":"ref43","author":"soille","year":"2003","journal-title":"Morphological Image Analysis Principles and Applications"}],"container-title":["IEEE Transactions on Geoscience and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/36\/8240806\/08046025.pdf?arnumber=8046025","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,26]],"date-time":"2024-06-26T22:24:02Z","timestamp":1719440642000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8046025\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,1]]},"references-count":56,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tgrs.2017.2744662","relation":{},"ISSN":["0196-2892","1558-0644"],"issn-type":[{"value":"0196-2892","type":"print"},{"value":"1558-0644","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,1]]}}}