{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,17]],"date-time":"2026-04-17T16:24:58Z","timestamp":1776443098386,"version":"3.51.2"},"reference-count":76,"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\/4.0\/legalcode"}],"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.2021.3126664","type":"journal-article","created":{"date-parts":[[2021,11,9]],"date-time":"2021-11-09T20:39:46Z","timestamp":1636490386000},"page":"11853-11869","source":"Crossref","is-referenced-by-count":28,"title":["Constrained Nonnegative Matrix Factorization for Blind Hyperspectral Unmixing Incorporating Endmember Independence"],"prefix":"10.1109","volume":"14","author":[{"given":"E. M. M. B.","family":"Ekanayake","sequence":"first","affiliation":[{"name":"Department of Electrical and Computer Systems Engineering, Monash University, Clayton, VIC, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0143-9547","authenticated-orcid":false,"given":"H. M. H. K.","family":"Weerasooriya","sequence":"additional","affiliation":[{"name":"Department of Electrical and Electronic Engineering, University of Peradeniya, KY, Sri Lanka"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3678-3065","authenticated-orcid":false,"given":"D. Y. L.","family":"Ranasinghe","sequence":"additional","affiliation":[{"name":"Department of Electrical and Electronic Engineering, University of Peradeniya, KY, Sri Lanka"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"S.","family":"Herath","sequence":"additional","affiliation":[{"name":"Department of Electrical and Electronic Engineering, University of Peradeniya, KY, Sri Lanka"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8846-9660","authenticated-orcid":false,"given":"B.","family":"Rathnayake","sequence":"additional","affiliation":[{"name":"Department of Electrical, Computer, and Systems Engineering, Rensselaer Polytechnic Institute, Troy, NY, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3495-481X","authenticated-orcid":false,"given":"G. M. R. I.","family":"Godaliyadda","sequence":"additional","affiliation":[{"name":"Department of Electrical and Electronic Engineering, University of Peradeniya, KY, Sri Lanka"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5639-8105","authenticated-orcid":false,"given":"M. P. B.","family":"Ekanayake","sequence":"additional","affiliation":[{"name":"Department of Electrical and Electronic Engineering, University of Peradeniya, KY, Sri Lanka"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2094-0716","authenticated-orcid":false,"given":"H. M. V. R.","family":"Herath","sequence":"additional","affiliation":[{"name":"Department of Electrical and Electronic Engineering, University of Peradeniya, KY, Sri Lanka"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.2992743"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2016.2520399"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2007.09.010"},{"key":"ref70","article-title":"Detailed derivation of multiplicative updaterules for NMF","year":"0"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2015.2508448"},{"key":"ref74","doi-asserted-by":"crossref","first-page":"3867","DOI":"10.1109\/TGRS.2007.898443","article-title":"Spectral and spatial complexity-based hyperspectral unmixing","volume":"45","author":"jia","year":"2007","journal-title":"IEEE Trans Geosci Remote Sens"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2021.3052361"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2003.819189"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICIIS51140.2020.9342727"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2013.2287795"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2013.2272076"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2013.2240001"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2010.2098413"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2019.2900733"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2011.2160950"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/JURSE.2015.7120463"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2016.2560222"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/WHISPERS.2018.8747025"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.4038\/jnsfsr.v47i3.9276"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1255\/jsi.2019.a11"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/ICIIS47346.2019.9063280"},{"key":"ref28","first-page":"148","article-title":"Use of filter vectors in hyperspectral data analysis","volume":"2553","author":"bowles","year":"0","journal-title":"Proc SPIE Infrared Spaceborne Remote Sens III"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/ICIIS47346.2019.9063263"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/WHISPERS.2009.5289072"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2012.2191590"},{"key":"ref66","doi-asserted-by":"crossref","first-page":"7","DOI":"10.1007\/s11434-005-1109-6","article-title":"Nonnegative matrix factorization and its applications in pattern recognition","volume":"51","author":"weixiang","year":"2006","journal-title":"Chin Sci Bull"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.4095\/219526"},{"key":"ref67","first-page":"57","author":"janecek","year":"2010","journal-title":"Utilizing Nonnegative Matrix Factorization for Email Classification Problems"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2006.11.006"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2010.2081678"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/79.974727"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2812999"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2004.839806"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2002.802494"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2007.4423734"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2007.02.019"},{"key":"ref23","first-page":"535","article-title":"Algorithms for non-negative matrix factorization","author":"lee","year":"2001","journal-title":"Proc Adv Neural Inf Process Syst 13 - Proc Conf Adv Neural Inf Process Syst Neural Inf Process Syst Found"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/36.297973"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2005.844293"},{"key":"ref50","doi-asserted-by":"crossref","first-page":"1548","DOI":"10.1109\/TPAMI.2010.231","article-title":"Graph regularized nonnegative matrix factorization for data representation","volume":"33","author":"cai","year":"2011","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2015.2427656"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.2976799"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2019.8899045"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2016.2577880"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/ECMSM.2013.6648948"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2016.2577880"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ICNC.2008.652"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/36.911111"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2016.2633279"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2015.2468177"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2020.3021520"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2021.3094884"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2011.2161320"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2010.2098413"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2017.2684132"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2019.2893068"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2012.2194696"},{"key":"ref17","first-page":"2014","article-title":"Decomposition of mixed pixels using Bayesian self-organizing map (BSOM) neural networks,&#x201D; in","author":"liu","year":"2007","journal-title":"Proc IEEE Int Geosci Remote Sens Symp"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/3717.001.0001"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2006.874135"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2008.2002882"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.3020810"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2014.2363423"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2015.2417574"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2011.2144605"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2012.2213825"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2020.3011257"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2010.2098414"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2019.2946751"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2017.2683719"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2016.2580702"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2006.60"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2017.2724944"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1038\/44565"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2013.2265322"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2019.8682280"}],"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\/09609564.pdf?arnumber=9609564","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,15]],"date-time":"2024-01-15T21:16:32Z","timestamp":1705353392000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9609564\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":76,"URL":"https:\/\/doi.org\/10.1109\/jstars.2021.3126664","relation":{},"ISSN":["1939-1404","2151-1535"],"issn-type":[{"value":"1939-1404","type":"print"},{"value":"2151-1535","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}