{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,22]],"date-time":"2026-04-22T00:40:55Z","timestamp":1776818455914,"version":"3.51.2"},"reference-count":48,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62071439"],"award-info":[{"award-number":["62071439"]}],"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":["61871259"],"award-info":[{"award-number":["61871259"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Opening Foundation of Qilian Mountain National Park Research Center","award":["GKQ2019-01"],"award-info":[{"award-number":["GKQ2019-01"]}]},{"name":"Opening Foundation of Beijing Key Laboratory of Urban Spatial Information Engineering","award":["20210209"],"award-info":[{"award-number":["20210209"]}]},{"name":"Opening Foundation of Geomatics Technology and Application Key Laboratory of Qinghai Province","award":["QHDX-2019-01"],"award-info":[{"award-number":["QHDX-2019-01"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Sel. Top. Appl. Earth Observations Remote Sensing"],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/jstars.2021.3126755","type":"journal-article","created":{"date-parts":[[2021,11,9]],"date-time":"2021-11-09T20:39:46Z","timestamp":1636490386000},"page":"11669-11682","source":"Crossref","is-referenced-by-count":22,"title":["Hyperspectral Unmixing Based on Spectral and Sparse Deep Convolutional Neural Networks"],"prefix":"10.1109","volume":"14","author":[{"given":"Lulu","family":"Wan","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6965-1256","authenticated-orcid":false,"given":"Tao","family":"Chen","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9613-1659","authenticated-orcid":false,"given":"Antonio","family":"Plaza","sequence":"additional","affiliation":[]},{"given":"Haojie","family":"Cai","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3011406"},{"key":"ref38","doi-asserted-by":"crossref","first-page":"1643","DOI":"10.1007\/s13042-018-0843-4","article-title":"A reinforced fuzzy ARTMAP model for data classification","volume":"10","author":"farhad","year":"2019","journal-title":"Int J Mach Learn Cybern"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2018.2857804"},{"key":"ref32","article-title":"Improved deep spectral convolution network for hyperspectral unmixing with multinomial mixture kernel and endmember uncertainty","author":"ozkan","year":"2018"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2020.107672"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2818280"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/2.33"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2019.10.036"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2020.3019706"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.chemolab.2005.11.004"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2018.2868690"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/MGRS.2016.2540798"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.2992743"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2005.844293"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1504\/IJCSE.2013.057303"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1117\/1.JRS.8.083594"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2019.2910151"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2012.2191590"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2013.2240001"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3390\/rs11101223"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1080\/01431161.2019.1666215"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2021.3052361"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.jenvman.2021.113655"},{"key":"ref27","first-page":"65","article-title":"Based on the improved BP neural network of remote sensing image decomposition of mixed pixels","volume":"7","author":"li","year":"2009","journal-title":"Geospatial Inf"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.3390\/rs10020276"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.geothermics.2014.09.002"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1049\/ipr2.12113"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3390\/rs13030405"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2010.2098413"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2013.2280063"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2021.3104032"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2019.2900733"},{"key":"ref1","first-page":"1","article-title":"Spectral-Spatial classification of hyperspectral image using autoencoders","author":"lin","year":"2013","journal-title":"Proc Int Conf Info Commun Signal Process"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.3032475"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.3390\/rs11131566"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1080\/10106049.2019.1568587"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/ICSPIS48872.2019.9066131"},{"key":"ref22","doi-asserted-by":"crossref","first-page":"482","DOI":"10.1109\/TGRS.2018.2856929","article-title":"EndNet: Sparse autoencoder network for endmember extraction and hyperspectral unmixing","volume":"57","author":"savas","year":"2019","journal-title":"IEEE Trans Geosci Remote Sens"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2017.8127062"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2018.2890633"},{"key":"ref42","first-page":"436","article-title":"Deep learning","volume":"521","author":"lecun","year":"2015","journal-title":"Nature-International Weekly Journal of Science"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2021.3117975"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/s12145-021-00579-5"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2021.3101203"},{"key":"ref44","article-title":"Assessing deep convolutional neural networks and assisted machine perception for urban mapping","volume":"13","author":"zhang","year":"2021","journal-title":"Remote Sens"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.2747\/1548-1603.46.1.1"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1080\/01431161.2020.1857877"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-015-1700-y"}],"container-title":["IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4609443\/9314330\/09609631.pdf?arnumber=9609631","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,2,15]],"date-time":"2022-02-15T02:46:40Z","timestamp":1644893200000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9609631\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":48,"URL":"https:\/\/doi.org\/10.1109\/jstars.2021.3126755","relation":{},"ISSN":["1939-1404","2151-1535"],"issn-type":[{"value":"1939-1404","type":"print"},{"value":"2151-1535","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}