{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,15]],"date-time":"2026-04-15T00:31:22Z","timestamp":1776213082613,"version":"3.50.1"},"reference-count":43,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"9","license":[{"start":{"date-parts":[[2018,9,1]],"date-time":"2018-09-01T00:00:00Z","timestamp":1535760000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"name":"Shenzhen Science and Technology Program","award":["JCYJ20160330163900579"],"award-info":[{"award-number":["JCYJ20160330163900579"]}]},{"name":"Shenzhen Science and Technology Program","award":["JCYJ20170413105929681"],"award-info":[{"award-number":["JCYJ20170413105929681"]}]},{"name":"Shenzhen Science and Technology Program","award":["JCYJ20170811160212033 R"],"award-info":[{"award-number":["JCYJ20170811160212033 R"]}]},{"name":"RGC of the Hong Kong SAR","award":["CityU 11502115"],"award-info":[{"award-number":["CityU 11502115"]}]},{"name":"RGC of the Hong Kong SAR","award":["CityU 11525716"],"award-info":[{"award-number":["CityU 11525716"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["71671155"],"award-info":[{"award-number":["71671155"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Shenzhen Municipal Science and Technology Innovation Fund","award":["JCYJ20160229165300897"],"award-info":[{"award-number":["JCYJ20160229165300897"]}]},{"name":"CityU Shenzhen Research Institute"},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61562027"],"award-info":[{"award-number":["61562027"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100009102","name":"Education Department of Jiangxi Province","doi-asserted-by":"publisher","award":["GJJ170413"],"award-info":[{"award-number":["GJJ170413"]}],"id":[{"id":"10.13039\/501100009102","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Geosci. Remote Sensing"],"published-print":{"date-parts":[[2018,9]]},"DOI":"10.1109\/tgrs.2018.2815613","type":"journal-article","created":{"date-parts":[[2018,4,17]],"date-time":"2018-04-17T18:05:10Z","timestamp":1523988310000},"page":"5408-5423","source":"Crossref","is-referenced-by-count":505,"title":["Hyperspectral Image Classification With Deep Learning Models"],"prefix":"10.1109","volume":"56","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2458-6774","authenticated-orcid":false,"given":"Xiaofei","family":"Yang","sequence":"first","affiliation":[]},{"given":"Yunming","family":"Ye","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1894-984X","authenticated-orcid":false,"given":"Xutao","family":"Li","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5751-4550","authenticated-orcid":false,"given":"Raymond Y. K.","family":"Lau","sequence":"additional","affiliation":[]},{"given":"Xiaofeng","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Xiaohui","family":"Huang","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","first-page":"3104","article-title":"Sequence to sequence learning with neural networks","author":"sutskever","year":"2014","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2013.6638947"},{"key":"ref33","first-page":"1929","article-title":"Dropout: A simple way to prevent neural networks from overfitting","volume":"15","author":"srivastava","year":"2014","journal-title":"J Mach Learn Res"},{"key":"ref32","first-page":"315","article-title":"Deep sparse rectifier neural networks","volume":"15","author":"glorot","year":"2011","journal-title":"Proc AISTATS"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1989.1.4.541"},{"key":"ref30","first-page":"396","article-title":"Handwritten digit recognition with a back-propagation network","author":"le cun","year":"1990","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.59"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2017.2726546"},{"key":"ref35","author":"cao","year":"2017","journal-title":"Hyperspectral image classification with Markov random fields and a convolutional neural network"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2017.2705073"},{"key":"ref10","first-page":"4278","article-title":"Inception-v4, inception-resnet and the impact of residual connections on learning","author":"szegedy","year":"2017","journal-title":"Proc AAAI"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1179"},{"key":"ref11","first-page":"1097","article-title":"ImageNet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref12","author":"simonyan","year":"2014","journal-title":"Very Deep Convolutional Networks for Large-scale Image Recognition"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2008.2005729"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2006.870435"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2005.846154"},{"key":"ref18","first-page":"2491","article-title":"SimpleMKL","volume":"9","author":"rakotomamonjy","year":"2008","journal-title":"J Mach Learn Res"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2010.2049496"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2014.2345739"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1968.1054102"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2014.2344442"},{"key":"ref3","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/4175.001.0001","author":"scholkopf","year":"2001","journal-title":"Learning With Kernels Support Vector Machines Regularization Optimization and Beyond"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2017.2751559"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.11.034"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2005.127"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2015.2480866"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2015.2477537"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1089\/ast.2007.0142"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"436","DOI":"10.1038\/nature14539","article-title":"Deep learning","volume":"521","author":"lecun","year":"2015","journal-title":"Nature"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MGRS.2013.2244672"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2011.2176341"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1080\/01431161.2010.512425"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2010.2048116"},{"key":"ref42","first-page":"82","article-title":"Recurrent convolutional neural networks for scene labeling","author":"pinheiro","year":"2014","journal-title":"Proc 31st Int Conf Mach Learn"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2017.2753319"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2016.2636241"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2012.2230268"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2012.2201730"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/5.58337"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2016.05.028"}],"container-title":["IEEE Transactions on Geoscience and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/36\/8447182\/08340197.pdf?arnumber=8340197","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,6]],"date-time":"2024-07-06T03:07:39Z","timestamp":1720235259000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8340197\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,9]]},"references-count":43,"journal-issue":{"issue":"9"},"URL":"https:\/\/doi.org\/10.1109\/tgrs.2018.2815613","relation":{},"ISSN":["0196-2892","1558-0644"],"issn-type":[{"value":"0196-2892","type":"print"},{"value":"1558-0644","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,9]]}}}