{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,10]],"date-time":"2026-07-10T16:37:00Z","timestamp":1783701420686,"version":"3.55.0"},"reference-count":57,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"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":["124B2029"],"award-info":[{"award-number":["124B2029"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Geosci. Remote Sensing"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/tgrs.2025.3566486","type":"journal-article","created":{"date-parts":[[2025,5,2]],"date-time":"2025-05-02T17:16:50Z","timestamp":1746206210000},"page":"1-15","source":"Crossref","is-referenced-by-count":5,"title":["Efficient Seismic Random Noise Attenuation via KAN-Empowered Neural Low-Rank Representation"],"prefix":"10.1109","volume":"63","author":[{"given":"Shengrui","family":"Wang","sequence":"first","affiliation":[{"name":"School of Mathematics and Statistics, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9295-4896","authenticated-orcid":false,"given":"Yisi","family":"Luo","sequence":"additional","affiliation":[{"name":"School of Mathematics and Statistics, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sanfu","family":"Li","sequence":"additional","affiliation":[{"name":"COSL Geophysical Research Institute, Zhanjiang, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9645-5154","authenticated-orcid":false,"given":"Jiangjun","family":"Peng","sequence":"additional","affiliation":[{"name":"School of Mathematics and Statistics, Northwestern Polytechnical University, Xi&#x2019;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9998-9071","authenticated-orcid":false,"given":"Bangyu","family":"Wu","sequence":"additional","affiliation":[{"name":"School of Mathematics and Statistics, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2024.3371545"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3243892"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.cageo.2015.10.001"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2012.2221676"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2013.2278981"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1190\/geo2015-0598.1"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2013.2282422"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1190\/geo2017-0788.1"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.jappgeo.2016.06.008"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2017.2730228"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.2996686"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1190\/geo2019-0586.1"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3297999"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2016.2636864"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2017.2698342"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2018.2858545"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2021.3100262"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2021.3054765"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2018.2883404"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1190\/geo2014-0467.1"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.2995573"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2010.2052345"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1137\/100785855"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1190\/geo2015-0004.1"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1190\/geo2018-0194.1"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2024.3371714"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2017.2779539"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01870"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.apm.2019.02.001"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.2987954"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3204203"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2923240"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.5807"},{"key":"ref34","first-page":"1597","article-title":"Tensor decomposition with smoothness","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Imaizumi"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.2976664"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2019.2958615"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2015.02.003"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2021.3055000"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2019.2926772"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2019.2895702"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2019.2947149"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-020-01303-4"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2021.3053760"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3268554"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00196"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2019.2928715"},{"key":"ref47","first-page":"7462","article-title":"Implicit neural representations with periodic activation functions","volume-title":"Proc. NIPS","author":"Sitzmann"},{"key":"ref48","article-title":"KAN: Kolmogorov-arnold networks","author":"Liu","year":"2024","journal-title":"arXiv:2404.19756"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1190\/geo2014-0227.1"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1137\/07070111X"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/BF02289464"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2023.3341688"},{"key":"ref53","article-title":"Kolmogorov-arnold networks are radial basis function networks","author":"Li","year":"2024","journal-title":"arXiv:2405.06721"},{"key":"ref54","article-title":"Chebyshev polynomial-based Kolmogorov\u2013Arnold networks: An efficient architecture for nonlinear function approximation","author":"Sidharth","year":"2024","journal-title":"arXiv:2405.07200"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2007.901238"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.366"},{"key":"ref57","article-title":"PIP: Positional-encoding image prior","author":"Shabtay","year":"2022","journal-title":"arXiv:2211.14298"}],"container-title":["IEEE Transactions on Geoscience and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/36\/10807682\/10982288.pdf?arnumber=10982288","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,16]],"date-time":"2025-05-16T17:44:19Z","timestamp":1747417459000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10982288\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":57,"URL":"https:\/\/doi.org\/10.1109\/tgrs.2025.3566486","relation":{},"ISSN":["0196-2892","1558-0644"],"issn-type":[{"value":"0196-2892","type":"print"},{"value":"1558-0644","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}