{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,10]],"date-time":"2026-01-10T18:43:54Z","timestamp":1768070634197,"version":"3.49.0"},"reference-count":56,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2014,12,1]],"date-time":"2014-12-01T00:00:00Z","timestamp":1417392000000},"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":["41101336"],"award-info":[{"award-number":["41101336"]}],"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":["91338111"],"award-info":[{"award-number":["91338111"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004602","name":"Program for New Century Excellent Talents, University of China","doi-asserted-by":"publisher","award":["NCET-11-0396"],"award-info":[{"award-number":["NCET-11-0396"]}],"id":[{"id":"10.13039\/501100004602","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003181","name":"Foundation for the Author of National Excellent Doctoral Dissertation of PR China","doi-asserted-by":"publisher","award":["201348"],"award-info":[{"award-number":["201348"]}],"id":[{"id":"10.13039\/501100003181","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":[[2014,12]]},"DOI":"10.1109\/jstars.2014.2342281","type":"journal-article","created":{"date-parts":[[2014,8,27]],"date-time":"2014-08-27T14:38:56Z","timestamp":1409150336000},"page":"4653-4669","source":"Crossref","is-referenced-by-count":55,"title":["Multiple Morphological Profiles From Multicomponent-Base Images for Hyperspectral Image Classification"],"prefix":"10.1109","volume":"7","author":[{"given":"Xin","family":"Huang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xuehua","family":"Guan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jon Atli","family":"Benediktsson","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Liangpei","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jun","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Antonio","family":"Plaza","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mauro","family":"Dalla Mura","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1080\/01431160802559046"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2006.888466"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1080\/01431161.2010.512313"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2009.2027895"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/83.217222"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-03939-7"},{"key":"ref37","doi-asserted-by":"crossref","first-page":"788","DOI":"10.1038\/44565","article-title":"Learning the parts of objects by nonnegative matrix factorization","volume":"401","author":"lee","year":"1999","journal-title":"Nature"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1162\/089976699300016863"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2006.876704"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1006\/cviu.1996.0066"},{"key":"ref28","first-page":"1871","article-title":"LIBLINEAR: A library for large linear classification","volume":"9","author":"fan","year":"2008","journal-title":"J Mach Learn Res"},{"key":"ref27","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1109\/TNN.2007.901277","article-title":"MPCA: Multilinear principal component analysis of tensor objects","volume":"19","author":"lu","year":"2008","journal-title":"IEEE Trans Neural Netw"},{"key":"ref29","article-title":"Logistic regression via variable splitting and augmented Lagrangian tools","author":"bioucas-dias","year":"2009"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/36.905239"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2012.2197589"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2013.2242255"},{"key":"ref22","first-page":"4099","article-title":"Local manifold learning-based k-nearest-neighbor for hyperspectral image classification","volume":"48","author":"ma","year":"2010","journal-title":"IEEE Trans Geosci Remote Sens"},{"key":"ref21","author":"tipping","year":"1997","journal-title":"Probabilistic principal component analysis"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2004.842292"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/11801603_44"},{"key":"ref26","first-page":"1208","article-title":"Neighborhood preserving embedding","author":"he","year":"0","journal-title":"Proc IEEE Int Conf Comput Vis"},{"key":"ref25","first-page":"234","article-title":"Locality preserving projections","volume":"16","author":"he","year":"0","journal-title":"Proc Conf Adv Neural Inf Process Syst (NIPS&#x2019;03)"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2011.2128330"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2009.2032563"},{"key":"ref56","first-page":"362","article-title":"The relationships among various nonnegative matrix factorization methods for clustering","author":"li","year":"0","journal-title":"Proc IEEE Int Conf Data Min"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1080\/19479832.2012.702687"},{"key":"ref54","article-title":"Dimensionality reduction: A comparative review","author":"van der maaten","year":"2009"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2013.2286953"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2009.5417892"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2012.2202912"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2013.2265697"},{"key":"ref40","doi-asserted-by":"crossref","DOI":"10.2172\/15002155","article-title":"A survey of dimension reduction techniques","author":"fodor","year":"2002"},{"key":"ref12","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1155\/2009\/783194","article-title":"Kernel principal component analysis for the classification of hyperspectral remote-sensing data over urban areas","author":"fauvel","year":"2009","journal-title":"EURASIP J Adv Signal Process"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2005.1526133"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/RAST.2005.1512536"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2010.2091253"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2012.2203784"},{"key":"ref17","first-page":"776","article-title":"Multilinear principal component analysis of tensor objects for recognition","author":"lu","year":"0","journal-title":"Proc Int Conf Pattern Recognit"},{"key":"ref18","first-page":"281","article-title":"Manifold learning and applications in recognition","author":"zhang","year":"2004","journal-title":"Intelligent Multimedia Processing with Soft Computing"},{"key":"ref19","first-page":"57","article-title":"Fast independent component analysis with noisy data using Gaussian moments","author":"hyvarinen","year":"0","journal-title":"Proc Int Symp Circuits Syst"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"393","DOI":"10.1109\/LGRS.2009.2014398","article-title":"Evaluation of morphological texture features for mangrove forest mapping and species discrimination using multispectral IKONOS imagery","volume":"6","author":"huang","year":"2009","journal-title":"IEEE Geosci Remote Sens Lett"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2004.842478"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2008.922034"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1080\/01431160802546837"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1080\/01431161.2010.512425"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2010.2048116"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2010.2060550"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2012.2190045"},{"key":"ref46","first-page":"167","article-title":"Joint classifier and feature optimization for cancer diagnosis using gene expression data","author":"krishnapuram","year":"0","journal-title":"Int Conf on Research in Computational Molecular Biology"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2003.1227989"},{"key":"ref48","first-page":"700","article-title":"Fast sparse multinomial regression applied to hyperspectral data","author":"borges","year":"0","journal-title":"Proc 3rd Int Conf Image Anal Recognit (ICIAR)"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2004.55"},{"key":"ref42","doi-asserted-by":"crossref","first-page":"2323","DOI":"10.1126\/science.290.5500.2323","article-title":"Nonlinear dimensionality reduction by locally linear embedding","volume":"290","author":"roweis","year":"2000","journal-title":"Science"},{"key":"ref41","year":"2013","journal-title":"Factor Analysis"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/BF00048682"},{"key":"ref43","article-title":"Multiscale spectral-spatial hyperspectral classification using multilinear PCA and contourlet transform","author":"long","year":"0","journal-title":"Proc 5th IEEE GRSS Workshop Hyperspectral Signal Process Evol Remote Sens"}],"container-title":["IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4609443\/7015648\/06884769.pdf?arnumber=6884769","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T11:30:48Z","timestamp":1641987048000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/6884769\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,12]]},"references-count":56,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/jstars.2014.2342281","relation":{},"ISSN":["1939-1404","2151-1535"],"issn-type":[{"value":"1939-1404","type":"print"},{"value":"2151-1535","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,12]]}}}