{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,21]],"date-time":"2025-11-21T12:04:41Z","timestamp":1763726681255},"reference-count":34,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2014,2,1]],"date-time":"2014-02-01T00:00:00Z","timestamp":1391212800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Geosci. Remote Sensing"],"published-print":{"date-parts":[[2014,2]]},"DOI":"10.1109\/tgrs.2013.2251889","type":"journal-article","created":{"date-parts":[[2013,6,14]],"date-time":"2013-06-14T19:12:11Z","timestamp":1371237131000},"page":"1518-1532","source":"Crossref","is-referenced-by-count":11,"title":["Multidimensional Artificial Field Embedding With Spatial Sensitivity"],"prefix":"10.1109","volume":"52","author":[{"given":"Dalton","family":"Lunga","sequence":"first","affiliation":[]},{"given":"Okan","family":"Ersoy","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2011.2123077"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1177\/001316446002000104"},{"key":"ref31","author":"neuenschwander","year":"2007","journal-title":"Remote sensing of vegetation dynamics in response to flooding and fire in the Okavango Delta Botswana"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4613-0279-7_27"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2010.2055876"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2010.2065235"},{"key":"ref11","first-page":"2579","article-title":"Visualizing data using t-SNE","volume":"9","author":"van der maaten","year":"2008","journal-title":"J Mach Learn Res"},{"key":"ref12","first-page":"833","article-title":"Stochastic neighbor embedding","author":"hinton","year":"2002","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-14212-3_11"},{"key":"ref14","first-page":"207","article-title":"Distance metric learning for large margin nearest neighbor classification","volume":"10","author":"weinberger","year":"2009","journal-title":"J Mach Learn Res"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1162\/089976603321780317"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2003.819189"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2008.918089"},{"key":"ref18","doi-asserted-by":"crossref","first-page":"1185","DOI":"10.1109\/TGRS.2011.2165957","article-title":"Locality-preserving dimensionality reduction and classification for hyperspectral image analysis","volume":"50","author":"wei","year":"2012","journal-title":"IEEE Trans Geosci Remote Sens"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2012.2205004"},{"key":"ref4","first-page":"1027","article-title":"Dimensionality reduction of multimodal labeled data by local Fisher discriminant analysis","volume":"8","author":"sugiyama","year":"2007","journal-title":"J Mach Learn Res"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.1998.710815"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2009.2037950"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/BF02288916"},{"key":"ref6","first-page":"1385","article-title":"Colored maxium variance unfolding","volume":"20","author":"song","year":"2008","journal-title":"Proc Adv Neural Inf Process Syst Conf"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-009-5125-7"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2010.2103924"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"2319","DOI":"10.1126\/science.290.5500.2319","article-title":"A global geometric framework for nonlinear dimensionality reduction","volume":"290","author":"tenenbaum","year":"2000","journal-title":"Science"},{"key":"ref7","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":"ref2","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-1904-8","author":"joliffe","year":"1986","journal-title":"Principal Component Analysis"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2004.842292"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2012.2189547"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ACC.2002.1023830"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-4022-9"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2003.809765"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TCT.1960.1086720"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2009.2012443"},{"key":"ref26","author":"van der maaten","year":"2009","journal-title":"Dimensionality reduction A comparative review"},{"key":"ref25","first-page":"3669","article-title":"Hyperspectral image enhancement with vector bilateral filtering","author":"honghong","year":"2009","journal-title":"Proc IEEE Int Conf Image Process"}],"container-title":["IEEE Transactions on Geoscience and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/36\/6680673\/06532393.pdf?arnumber=6532393","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:17:43Z","timestamp":1642004263000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/6532393\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,2]]},"references-count":34,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tgrs.2013.2251889","relation":{},"ISSN":["0196-2892","1558-0644"],"issn-type":[{"value":"0196-2892","type":"print"},{"value":"1558-0644","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,2]]}}}