{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,19]],"date-time":"2026-02-19T16:06:07Z","timestamp":1771517167512,"version":"3.50.1"},"reference-count":30,"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":"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\/501100001809","name":"NSFC","doi-asserted-by":"publisher","award":["12171072"],"award-info":[{"award-number":["12171072"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"NSFC","doi-asserted-by":"publisher","award":["62131005"],"award-info":[{"award-number":["62131005"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2020YFA0714001"],"award-info":[{"award-number":["2020YFA0714001"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Open Research Fund Program of Data Recovery Key Laboratory of Sichuan Province","award":["DRN2302"],"award-info":[{"award-number":["DRN2302"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Geosci. Remote Sensing Lett."],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/lgrs.2023.3294933","type":"journal-article","created":{"date-parts":[[2023,7,13]],"date-time":"2023-07-13T13:35:37Z","timestamp":1689255337000},"page":"1-5","source":"Crossref","is-referenced-by-count":2,"title":["H2TF for Hyperspectral Image Denoising: Where Hierarchical Nonlinear Transform Meets Hierarchical Matrix Factorization"],"prefix":"10.1109","volume":"20","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1626-4759","authenticated-orcid":false,"given":"Jia-Yi","family":"Li","sequence":"first","affiliation":[{"name":"Yingcai Honors College, University of Electronic Science and Technology of China, Chengdu, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3866-3737","authenticated-orcid":false,"given":"Jin-Yu","family":"Xie","sequence":"additional","affiliation":[{"name":"Yingcai Honors College, University of Electronic Science and Technology of China, Chengdu, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9295-4896","authenticated-orcid":false,"given":"Yi-Si","family":"Luo","sequence":"additional","affiliation":[{"name":"School of Mathematical and Statistics, Xi’an Jiaotong University, Xi’an, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6540-946X","authenticated-orcid":false,"given":"Xi-Le","family":"Zhao","sequence":"additional","affiliation":[{"name":"School of Mathematical Sciences, University of Electronic Science and Technology of China, Chengdu, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4774-4894","authenticated-orcid":false,"given":"Jian-Li","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Computing and Artificial Intelligence, Southwest Jiaotong University, Chengdu, China"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3062995"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2018.2833473"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2891760"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01870"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2010.2046811"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2019.2940534"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2018.2865197"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2016.2536658"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2019.2933555"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2020.3000349"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00615"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2021.108240"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-021-05987-8"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.laa.2015.07.021"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2017.10.007"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2019.2959980"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1137\/110837711"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2017.2762595"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1137\/22M1489228"},{"key":"ref21","first-page":"7413","article-title":"Implicit regularization in deep matrix factorization","volume":"32","author":"arora","year":"2019","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref28","first-page":"1","article-title":"ADAM: A method for stochastic optimization","author":"kingma","year":"2014","journal-title":"Proc Int Conf Learn Represent"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2019.8803239"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2017.2779539"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2022.3182144"},{"key":"ref7","first-page":"2089","article-title":"Non-local meets global: An iterative paradigm for hyperspectral image restoration","volume":"44","author":"he","year":"2022","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2019.2952062"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2017.2700406"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3112577"},{"key":"ref6","article-title":"Hyperspectral image denoising and anomaly detection based on low-rank and sparse representations","volume":"60","author":"zhuang","year":"2022","journal-title":"IEEE Trans Geosci Remote Sens"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2022.3229012"}],"container-title":["IEEE Geoscience and Remote Sensing Letters"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8859\/10034981\/10181304.pdf?arnumber=10181304","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,19]],"date-time":"2025-12-19T19:03:00Z","timestamp":1766170980000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10181304\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":30,"URL":"https:\/\/doi.org\/10.1109\/lgrs.2023.3294933","relation":{},"ISSN":["1545-598X","1558-0571"],"issn-type":[{"value":"1545-598X","type":"print"},{"value":"1558-0571","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}