{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,24]],"date-time":"2026-03-24T15:23:25Z","timestamp":1774365805818,"version":"3.50.1"},"reference-count":66,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2021,5,1]],"date-time":"2021-05-01T00:00:00Z","timestamp":1619827200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,5,1]],"date-time":"2021-05-01T00:00:00Z","timestamp":1619827200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,5,1]],"date-time":"2021-05-01T00:00:00Z","timestamp":1619827200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["41971300"],"award-info":[{"award-number":["41971300"]}],"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":["61671307"],"award-info":[{"award-number":["61671307"]}],"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":["61901278"],"award-info":[{"award-number":["61901278"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Program for Young Changjiang Scholars"},{"DOI":"10.13039\/501100017622","name":"Shenzhen Scientific Research and Development Funding Program","doi-asserted-by":"publisher","award":["JCYJ20180305124802421"],"award-info":[{"award-number":["JCYJ20180305124802421"]}],"id":[{"id":"10.13039\/501100017622","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100017622","name":"Shenzhen Scientific Research and Development Funding Program","doi-asserted-by":"publisher","award":["JCYJ20180305125902403"],"award-info":[{"award-number":["JCYJ20180305125902403"]}],"id":[{"id":"10.13039\/501100017622","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Geosci. Remote Sensing"],"published-print":{"date-parts":[[2021,5]]},"DOI":"10.1109\/tgrs.2020.3014313","type":"journal-article","created":{"date-parts":[[2020,8,19]],"date-time":"2020-08-19T19:59:16Z","timestamp":1597867156000},"page":"4150-4163","source":"Crossref","is-referenced-by-count":70,"title":["A Lightweight Convolutional Neural Network for Hyperspectral Image Classification"],"prefix":"10.1109","volume":"59","author":[{"given":"Sen","family":"Jia","sequence":"first","affiliation":[]},{"given":"Zhijie","family":"Lin","sequence":"additional","affiliation":[]},{"given":"Meng","family":"Xu","sequence":"additional","affiliation":[]},{"given":"Qiang","family":"Huang","sequence":"additional","affiliation":[]},{"given":"Jun","family":"Zhou","sequence":"additional","affiliation":[]},{"given":"Xiuping","family":"Jia","sequence":"additional","affiliation":[]},{"given":"Qingquan","family":"Li","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1155\/2015\/258619"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.3390\/rs9010067"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2019.2907932"},{"key":"ref32","first-page":"1","article-title":"Hyperspectral image analysis using deep learning—A review","author":"petersson","year":"2017","journal-title":"Proc 6th IPTA"},{"key":"ref31","first-page":"306","article-title":"Airborne object detection using hyperspectral imaging: Deep learning review","author":"pham","year":"2019","journal-title":"Proc ICCSA"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2019.2921564"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2018.2876123"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2016.2543748"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2017.2675902"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2016.2598859"},{"key":"ref60","article-title":"Network in network","author":"lin","year":"2013","journal-title":"arXiv 1312 4400"},{"key":"ref62","article-title":"Vprop: Variational inference using RMSprop","author":"emtiyaz khan","year":"2017","journal-title":"arXiv 1712 01038"},{"key":"ref61","article-title":"Efficient bounds for the softmax function, applications to inference in hybrid models","author":"bouchard","year":"2007"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-30062-2"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2017.2682846"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2012.2230268"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2016.2552998"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.02.105"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2017.2769113"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2014.2330352"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2003.12.013"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2019.2916329"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2015.2445767"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2015.2514161"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.12733\/jics20105472"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2013.2264508"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2012.2209657"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2016.2642951"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2018.2872830"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1117\/12.2549150"},{"key":"ref59","article-title":"Schroedinger eigenmaps with nondiagonal potentials for spatial-spectral clustering of hyperspectral imagery","volume":"9088","author":"cahill","year":"2014","journal-title":"Proc SPIE"},{"key":"ref58","first-page":"416","article-title":"Face recognition based on Laplacian eigenmaps","author":"luo","year":"2011","journal-title":"Proc CSSS"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1162\/089976603321780317"},{"key":"ref56","first-page":"3104","article-title":"Sequence to sequence learning with neural networks","author":"sutskever","year":"2014","journal-title":"Proc Adv NIPS"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.270"},{"key":"ref54","doi-asserted-by":"crossref","first-page":"1780","DOI":"10.3390\/rs12111780","article-title":"Hyperspectral image classification based on a shuffled group convolutional neural network with transfer learning","volume":"12","author":"liu","year":"2020","journal-title":"Remote Sens"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2019.2961681"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2019.2902568"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1088\/1757-899X\/403\/1\/012059"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s12161-019-01546-z"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2018.2805286"},{"key":"ref12","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":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2012.09.003"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2008.2002869"},{"key":"ref15","first-page":"269","article-title":"An improved classification of hyperspectral imaging based on spectral signature and gray level co-occurrence matrix","author":"ghedass","year":"2015","journal-title":"Proc SAGEO"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2016.2561842"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-014-1505-4"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2017.2664480"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2017.2754511"},{"key":"ref4","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":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2015.04.032"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2011.2172185"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2015.2450759"},{"key":"ref8","first-page":"189","article-title":"Identification of hybrid rice strain based on near-infrared hyperspectral imaging technology","volume":"33","author":"liu","year":"2017","journal-title":"Trans Chin Soc Agricult Eng"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2008.2001282"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2015.2475625"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2011.2153861"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2017.2772836"},{"key":"ref45","first-page":"109","article-title":"Multiple sequence behavior recognition on humanoid robot using long short-term memory (LSTM)","author":"dickson","year":"2014","journal-title":"Proc of RoManSy"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2017.11.003"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2018.2827407"},{"key":"ref42","article-title":"1D-convolutional capsule network for hyperspectral image classification","author":"zhang","year":"2019","journal-title":"arXiv 1903 09834"},{"key":"ref41","first-page":"1","article-title":"Capsnet and triple-gans towards hyperspectral classification","author":"xue","year":"2018","journal-title":"Proc 5th Int Earth Observ Remote Sens Appl"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.01.010"},{"key":"ref43","article-title":"Long short-term memory based recurrent neural network architectures for large vocabulary speech recognition","author":"sak","year":"2014","journal-title":"arXiv 1402 1128"}],"container-title":["IEEE Transactions on Geoscience and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/36\/9410448\/09171481.pdf?arnumber=9171481","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T14:49:39Z","timestamp":1652194179000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9171481\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,5]]},"references-count":66,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tgrs.2020.3014313","relation":{},"ISSN":["0196-2892","1558-0644"],"issn-type":[{"value":"0196-2892","type":"print"},{"value":"1558-0644","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,5]]}}}