{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,4]],"date-time":"2025-10-04T08:21:11Z","timestamp":1759566071993,"version":"3.37.3"},"reference-count":56,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["0705836"],"award-info":[{"award-number":["0705836"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000104","name":"National Aeronautics and Space Administration","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000104","id-type":"DOI","asserted-by":"publisher"}]},{"name":"NASA AIST","award":["11-0077"],"award-info":[{"award-number":["11-0077"]}]},{"name":"Purdue University Bilsland Dissertation Fellowship"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Geosci. Remote Sensing"],"published-print":{"date-parts":[[2016,1]]},"DOI":"10.1109\/tgrs.2015.2449736","type":"journal-article","created":{"date-parts":[[2015,7,16]],"date-time":"2015-07-16T18:37:24Z","timestamp":1437071844000},"page":"51-64","source":"Crossref","is-referenced-by-count":65,"title":["Spectral and Spatial Proximity-Based Manifold Alignment for Multitemporal Hyperspectral Image Classification"],"prefix":"10.1109","volume":"54","author":[{"given":"Hsiuhan Lexie","family":"Yang","sequence":"first","affiliation":[]},{"given":"Melba M.","family":"Crawford","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2012.2200045"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2011.6050190"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/1015330.1015417"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.250598"},{"key":"ref31","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":"ref30","doi-asserted-by":"publisher","DOI":"10.1126\/science.290.5500.2323"},{"key":"ref37","first-page":"547","article-title":"Aligning spatio-temporal signals on a special manifold","volume":"5","author":"li","year":"0","journal-title":"Proc 11th ECCV"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390297"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2013.6723006"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2004.842292"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273521"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1002\/9780470748992.ch6"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2011.114"},{"key":"ref2","doi-asserted-by":"crossref","DOI":"10.1515\/9781400874668","author":"bellman","year":"1961","journal-title":"Adaptive Control Processes"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1968.1054102"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2009.191"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/36.602528"},{"key":"ref21","first-page":"879","article-title":"Bayesian classification in a time-varying environment","volume":"smc 8","author":"swain","year":"1978","journal-title":"IEEE Trans Syst Man Cybern"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/36.905255"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/36.763299"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2002.1010895"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45014-9_28"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.50"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcp.2013.01.036"},{"key":"ref56","first-page":"505","article-title":"Approximate correspondences in high dimensions","author":"grauman","year":"0","journal-title":"Advances in NIPS 19"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2010.07.017"},{"key":"ref54","first-page":"169","article-title":"Multi-manifold semi-supervised learning","author":"goldberg","year":"0","journal-title":"Proc Int Conf Artif Intell Stat"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2010.230"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/1527286.1527287"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1029\/1999JD900094"},{"journal-title":"Light and Water Radiative Transfer in Natural Waters","year":"1994","author":"mobley","key":"ref11"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1137\/S1064827502419154"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/0034-4257(93)90020-X"},{"key":"ref13","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":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-14212-3_11"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2011.2165957"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2011.2162339"},{"key":"ref17","first-page":"120","article-title":"Semisupervised alignment of manifolds","author":"ham","year":"0","journal-title":"Proc Int Workshop Artif Intell Stat"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2006.223"},{"key":"ref19","first-page":"53","article-title":"A general framework for manifold alignment","author":"wang","year":"0","journal-title":"Proc AAAI Fall Symp Manifold Learning"},{"key":"ref4","first-page":"2","article-title":"A novel adaptive classification method for hyperspectral data using manifold regularization kernel machines","author":"kim","year":"0","journal-title":"Proc 1st Workshop Hyperspectr Image Signal Process —Evol Remote Sens"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2008.2007741"},{"journal-title":"Manifold learning for robust classification of hyperspectral data","year":"2011","author":"kim","key":"ref6"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2006.878442"},{"key":"ref8","first-page":"529","article-title":"Semi-supervised learning by entropy minimization","author":"grandvalet","year":"0","journal-title":"Proc NIPS"},{"key":"ref7","first-page":"99","article-title":"Semi-supervised learning of mixture models","author":"cozman","year":"0","journal-title":"Proc 20th Int Conf Mach Learn"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177729694"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2012.2192740"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2010.2076287"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.142"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1098\/rspa.1946.0056"},{"key":"ref47","doi-asserted-by":"crossref","first-page":"199","DOI":"10.1109\/TNN.2010.2091281","article-title":"Domain adaptation via transfer component analysis","volume":"22","author":"pan","year":"2011","journal-title":"IEEE Trans Neural Netw"},{"key":"ref42","first-page":"2399","article-title":"Manifold regularization: A geometric framework for learning from labeled and unlabeled examples","volume":"7","author":"belkin","year":"2006","journal-title":"J Mach Learn Res"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1162\/089976603321780317"},{"key":"ref44","first-page":"693","article-title":"Integrating spatial proximity with manifold learning for hyperspectral data","volume":"26","author":"kim","year":"2010","journal-title":"Korean J Remote Sensing"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2011.2123077"}],"container-title":["IEEE Transactions on Geoscience and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/36\/7312390\/7160737.pdf?arnumber=7160737","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T15:58:52Z","timestamp":1642003132000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7160737\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,1]]},"references-count":56,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tgrs.2015.2449736","relation":{},"ISSN":["0196-2892","1558-0644"],"issn-type":[{"type":"print","value":"0196-2892"},{"type":"electronic","value":"1558-0644"}],"subject":[],"published":{"date-parts":[[2016,1]]}}}