{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,14]],"date-time":"2026-08-14T15:58:45Z","timestamp":1786723125586,"version":"3.56.0"},"reference-count":59,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2018,4,1]],"date-time":"2018-04-01T00:00:00Z","timestamp":1522540800000},"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":["61371168"],"award-info":[{"award-number":["61371168"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Sel. Top. Appl. Earth Observations Remote Sensing"],"published-print":{"date-parts":[[2018,4]]},"DOI":"10.1109\/jstars.2018.2809781","type":"journal-article","created":{"date-parts":[[2018,3,16]],"date-time":"2018-03-16T19:41:56Z","timestamp":1521229316000},"page":"1082-1094","source":"Crossref","is-referenced-by-count":135,"title":["Cascaded Random Forest for Hyperspectral Image Classification"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4761-4726","authenticated-orcid":false,"given":"Youqiang","family":"Zhang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2689-0932","authenticated-orcid":false,"given":"Guo","family":"Cao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xuesong","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bisheng","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2006.10.043"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/S0020-0255(98)10006-3"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1080\/01431161.2011.602651"},{"key":"ref32","doi-asserted-by":"crossref","first-page":"874","DOI":"10.2307\/2530946","article-title":"CART: Classification and regression trees","volume":"40","author":"breiman","year":"1984","journal-title":"Biometrics"},{"key":"ref31","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":"ref30","doi-asserted-by":"publisher","DOI":"10.3390\/s150613763"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/BF01001956"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TNB.2015.2475359"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.5244\/C.26.58"},{"key":"ref34","first-page":"1","article-title":"Relating cascaded random forests to deep convolutional neural networks for semantic segmentation","author":"richmond","year":"2015"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btn356"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2013.2292901"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1587\/transinf.2014OPP0004"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2017.2729940"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2016.01.011"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2015.03.014"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2016.2636877"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2016.2603511"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1006\/jcss.1997.1504"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.cageo.2017.02.012"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2014.04.015"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.05.103"},{"key":"ref50","first-page":"1","article-title":"Multiclass boosting: Theory and algorithms","author":"saberian","year":"0","journal-title":"Proc Neural Inf Process Syst"},{"key":"ref51","article-title":"Indian pines dataset","year":"1992"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1162\/089976698300017197"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.3390\/rs70809655"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1080\/01431161.2013.788261"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2015.03.002"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2015.2465899"},{"key":"ref54","article-title":"Kennedy space center dataset","year":"2017"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2017.2744662"},{"key":"ref52","article-title":"Pavia dataset","year":"2002"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2017.2720259"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2016.2524517"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2008.05.024"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2014.6947074"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1080\/01431160412331269698"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2004.842481"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2017.2745049"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2017.2737400"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.2747\/1548-1603.49.5.623"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2008.02.011"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2016.2598859"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2013.11.013"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2016.2637561"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2016.2619354"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"1471","DOI":"10.1109\/LGRS.2015.2409112","article-title":"Improving random forest with ensemble of features and semisupervised feature extraction","volume":"12","author":"xia","year":"2015","journal-title":"IEEE Geosci Remote Sens Lett"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2015.2396577"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2010.11.007"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2013.2254108"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.04.076"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2017.08.002"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2016.01.029"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.08.067"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2014.04.001"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2017.07.019"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2016.10.038"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2017.06.005"}],"container-title":["IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4609443\/8334663\/08318892.pdf?arnumber=8318892","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:24:06Z","timestamp":1642004646000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8318892\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,4]]},"references-count":59,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/jstars.2018.2809781","relation":{},"ISSN":["1939-1404","2151-1535"],"issn-type":[{"value":"1939-1404","type":"print"},{"value":"2151-1535","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,4]]}}}