{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,24]],"date-time":"2026-03-24T20:55:27Z","timestamp":1774385727895,"version":"3.50.1"},"reference-count":46,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/OAPA.html"}],"funder":[{"name":"Beijing National Research Center for Information Science and Technology"},{"DOI":"10.13039\/501100004147","name":"Tsinghua University","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004147","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2019]]},"DOI":"10.1109\/access.2019.2916095","type":"journal-article","created":{"date-parts":[[2019,5,10]],"date-time":"2019-05-10T15:59:21Z","timestamp":1557503961000},"page":"61534-61547","source":"Crossref","is-referenced-by-count":32,"title":["Adaptive Spatial-Spectral Feature Learning for Hyperspectral Image Classification"],"prefix":"10.1109","volume":"7","author":[{"given":"Simin","family":"Li","sequence":"first","affiliation":[]},{"given":"Xueyu","family":"Zhu","sequence":"additional","affiliation":[]},{"given":"Yang","family":"Liu","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5642-1993","authenticated-orcid":false,"given":"Jie","family":"Bao","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.231"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1113\/jphysiol.1968.sp008455"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1002\/047084535X"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2017.2698503"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2016.2584107"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1186\/s13640-015-0071-8"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2014.2309695"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2006.18.7.1527"},{"key":"ref35","doi-asserted-by":"crossref","first-page":"1330","DOI":"10.3390\/rs9121330","article-title":"Bidirectional-convolutional LSTM based spectral-spatial feature learning for hyperspectral image classification","volume":"9","author":"liu","year":"2017","journal-title":"Remote Sens"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2016.2636241"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2004.842481"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/72.159069"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2008.02.011"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2000.861712"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2004.831865"},{"key":"ref14","first-page":"32","article-title":"High-dimensional data analysis: The curses and blessings of dimensionality","volume":"1","author":"donoho","year":"2000","journal-title":"AMS Math Challenges Lecture"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2013.2292544"},{"key":"ref16","article-title":"An efficient spatial-spectral classification method for hyperspectral imagery","volume":"9124","author":"wei","year":"2014","journal-title":"Proc SPIE"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2008.922034"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2011.2145353"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1126\/science.1127647"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1155\/2015\/258619"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1080\/10408398.2011.651542"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1080\/01431161.2015.1055607"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.proenv.2013.06.098"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1179\/174313110X12771950995716"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2015.7326945"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1080\/01431169608948728"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2008.2005729"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2010.2055876"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1117\/12.681289"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2012.08.029"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1080\/10106048709354084"},{"key":"ref46","author":"kingma","year":"2014","journal-title":"Adam A method for stochastic optimization"},{"key":"ref20","first-page":"1097","article-title":"ImageNet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Proc Adv Neural Inf Process Syst (NIPS)"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/1961189.1961199"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2437384"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.494"},{"key":"ref42","first-page":"3","article-title":"Rectifier nonlinearities improve neural network acoustic models","volume":"30","author":"maas","year":"2013","journal-title":"Proc ICML"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/MCI.2010.938364"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-7908-2604-3_16"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390177"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/0895-4356(88)90031-5"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2015.2388577"},{"key":"ref43","first-page":"381","article-title":"Softmax to softassign: Neural network algorithms for combinatorial optimization","volume":"2","author":"gold","year":"1996","journal-title":"J Artif Neural"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2014.2329330"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8600701\/08712459.pdf?arnumber=8712459","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T11:54:51Z","timestamp":1641988491000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8712459\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"references-count":46,"URL":"https:\/\/doi.org\/10.1109\/access.2019.2916095","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019]]}}}