{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,27]],"date-time":"2026-03-27T16:07:08Z","timestamp":1774627628668,"version":"3.50.1"},"reference-count":77,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100011039","name":"Office of the Director of National Intelligence (ODNI), Intelligence Advanced Research Projects Activity (IARPA), Space-Based Machine Automated Recognition Technique (SMART) Program","doi-asserted-by":"publisher","award":["2021-20111000003"],"award-info":[{"award-number":["2021-20111000003"]}],"id":[{"id":"10.13039\/100011039","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Geosci. Remote Sensing"],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/tgrs.2023.3291309","type":"journal-article","created":{"date-parts":[[2023,7,7]],"date-time":"2023-07-07T18:33:31Z","timestamp":1688754811000},"page":"1-19","source":"Crossref","is-referenced-by-count":17,"title":["Riesz-Quincunx-UNet Variational Autoencoder for Unsupervised Satellite Image Denoising"],"prefix":"10.1109","volume":"61","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0514-4754","authenticated-orcid":false,"given":"Duy H.","family":"Thai","sequence":"first","affiliation":[{"name":"Department of Geography and Geoinformation Science, George Mason University, Fairfax, VA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8941-0513","authenticated-orcid":false,"given":"Xiqi","family":"Fei","sequence":"additional","affiliation":[{"name":"Department of Geography and Geoinformation Science, George Mason University, Fairfax, VA, USA"}]},{"given":"Minh Tri","family":"Le","sequence":"additional","affiliation":[{"name":"Department of Geography and Geoinformation Science, George Mason University, Fairfax, VA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7001-4123","authenticated-orcid":false,"given":"Andreas","family":"Z\u00fcfle","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Emory University, Atlanta, GA, USA"}]},{"given":"Konrad","family":"Wessels","sequence":"additional","affiliation":[{"name":"Department of Geography and Geoinformation Science, George Mason University, Fairfax, VA, USA"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Implementing technology and precision conservation in the Chesapeake Bay","author":"Allenby","year":"2013"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/97.704972"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-33618-3_3"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.acha.2007.10.002"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1002\/cpa.10116"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/83.902291"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2010.2075937"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1080\/01431160500185516"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2018.09.002"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2006.877507"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/BF02476026"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2022.3145992"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2005.859376"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00923"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2005.843754"},{"key":"ref16","article-title":"Riesz transform associated with the fractional Fourier transform and applications in image edge detection","author":"Fu","year":"2021","journal-title":"arXiv:2111.04027"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1137\/130930704"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1137\/080725891"},{"key":"ref19","article-title":"A neural-network-based convex regularizer for image reconstruction","author":"Goujon","year":"2022","journal-title":"arXiv:2211.12461"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2000.901046"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2001.958472"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2004.837556"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2003.1247221"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.5555\/3045118.3045167"},{"key":"ref25","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014","journal-title":"arXiv:1412.6980"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1312.6114"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2012.2187177"},{"key":"ref28","first-page":"1","article-title":"A probabilistic U-Net for segmentation of ambiguous images","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"31","author":"Kohl"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00223"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.visres.2010.05.031"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2003.1293761"},{"key":"ref32","article-title":"Noise2Noise: Learning image restoration without clean data","author":"Lehtinen","year":"2018","journal-title":"arXiv:1803.04189"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.3390\/rs9090902"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1002\/cpa.3160420503"},{"key":"ref35","volume-title":"National Agriculture Imagery Program (NAIP) Information Sheet","year":"2015"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/0021-9991(88)90002-2"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1017\/cbo9780511623769"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1214\/15-STS530"},{"key":"ref39","first-page":"1","article-title":"Variational autoencoder for deep learning of images, labels and captions","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"29","author":"Pu"},{"key":"ref40","article-title":"Generalized intersection algorithms with fixpoints for image decomposition learning","author":"Richter","year":"2020","journal-title":"arXiv:2010.08661"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2019.111254"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/0167-2789(92)90242-F"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ISIE.1999.801767"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2013.2241023"},{"key":"ref46","article-title":"Local feature detection by higher order Riesz transforms on images","author":"Sedlazeck","year":"2008"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2955810"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.3025601"},{"issue":"56","key":"ref49","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":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/s1076-5670(08)70188-5"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1137\/S0036141095289051"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0154160"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1186\/s13640-016-0110-0"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2003.812329"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2011.2138147"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2009.2027628"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2009.2038832"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2004.839697"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1080\/01431161.2011.638339"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2014.2320500"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2016.04.008"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2002.1003065"},{"issue":"12","key":"ref63","first-page":"1","article-title":"Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion","volume":"11","author":"Vincent","year":"2010","journal-title":"J. Mach. Learn. Res."},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1049\/ipr2.12275"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2008.930649"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2019.111558"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1080\/21681163.2020.1761885"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1137\/17m1141771"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1137\/16M1091447"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2018.2865197"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2018.04.031"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2017.2662206"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2012.09.003"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2010.5649275"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/DCC.2007.47"},{"key":"ref76","article-title":"Constructing curvelet-like bases and low-redundancy frames","author":"Zhu","year":"2019","journal-title":"arXiv:1910.06418"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2017.06.013"}],"container-title":["IEEE Transactions on Geoscience and Remote Sensing"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/36\/10006360\/10176136-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/36\/10006360\/10176136.pdf?arnumber=10176136","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,14]],"date-time":"2024-03-14T04:09:14Z","timestamp":1710389354000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10176136\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":77,"URL":"https:\/\/doi.org\/10.1109\/tgrs.2023.3291309","relation":{},"ISSN":["0196-2892","1558-0644"],"issn-type":[{"value":"0196-2892","type":"print"},{"value":"1558-0644","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}