{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,22]],"date-time":"2026-01-22T21:56:30Z","timestamp":1769118990843,"version":"3.49.0"},"reference-count":101,"publisher":"Society for Industrial & Applied Mathematics (SIAM)","issue":"3","funder":[{"name":"INdAM-GNCS"},{"name":"Italian Ministry of University and Research","award":["CUP J33C22002830006"],"award-info":[{"award-number":["CUP J33C22002830006"]}]},{"name":"Vilho, Yrjo, and Kalle Vaisala Foundation"},{"DOI":"10.13039\/501100005637","name":"Finnish Foundation for Technology Promotion","doi-asserted-by":"crossref","id":[{"id":"10.13039\/501100005637","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Centre of Excellence in Inverse Modelling and Imaging"},{"name":"Flagship of Advanced Mathematics for Sensing, Imaging and Modelling"},{"DOI":"10.13039\/100000893","name":"Simons Foundation","doi-asserted-by":"publisher","award":["MPS-TSM-00002738"],"award-info":[{"award-number":["MPS-TSM-00002738"]}],"id":[{"id":"10.13039\/100000893","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["SIAM J. Imaging Sci."],"published-print":{"date-parts":[[2025,9,30]]},"DOI":"10.1137\/24m1661923","type":"journal-article","created":{"date-parts":[[2025,7,3]],"date-time":"2025-07-03T08:00:46Z","timestamp":1751529646000},"page":"1563-1600","source":"Crossref","is-referenced-by-count":1,"title":["Regularization with Optimal Space-Time Priors"],"prefix":"10.1137","volume":"18","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0020-9210","authenticated-orcid":true,"given":"Tatiana A.","family":"Bubba","sequence":"first","affiliation":[{"name":"Department of Mathematics and Computer Science, University of Ferrara, Ferrara, Italy."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tommi","family":"Heikkil\u00e4","sequence":"additional","affiliation":[{"name":"School of Engineering Sciences, LUT University, Lappeenranta, Finland."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9718-789X","authenticated-orcid":true,"given":"Demetrio","family":"Labate","sequence":"additional","affiliation":[{"name":"Department of Mathematics, University of Houston, Houston, TX 77204-3008 USA."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7948-0577","authenticated-orcid":true,"given":"Luca","family":"Ratti","sequence":"additional","affiliation":[{"name":"Department of Mathematics, University of Bologna, Bologna, Italy."}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"351","published-online":{"date-parts":[[2025,7,3]]},"reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3934\/ipi.2021059"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s10208-017-9359-7"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6420\/abb5e1"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1137\/15M1019325"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s00041-006-6024-y"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1137\/23M1580401"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3934\/ipi.2023013"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.cam.2023.115206"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6420\/ab9c15"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.amc.2017.09.001"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6420\/ac59c2"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6420\/aa99cf"},{"key":"ref14","first-page":"tny002","volume":"2","author":"Burger M.","year":"2018","journal-title":"Trans. Math. Appl."},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1088\/0266-5611\/20\/5\/005"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s00607-007-0245-z"},{"key":"ref18","unstructured":"E. J. Candes and D. L. Donoho, Curvelets: A Surprisingly Effective Nonadaptive Representation for Objects with Edges, Department of Statistics, Stanford University, Stanford, CA, 1999."},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.jat.2011.02.007"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1090\/conm\/247\/03801"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/83.661182"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1137\/18M1234047"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2011.2160958"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1088\/0031-9155\/58\/7\/2119"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.acha.2009.10.005"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1002\/cpa.20042"},{"key":"ref27","first-page":"261","volume":"26","author":"Desbat L.","year":"2007","journal-title":"IEEE Trans. Image Process."},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1017\/S0962492900002816"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/s003650010032"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/s12220-020-00493-0"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-009-1740-8"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2013.6738071"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1002\/mana.19871320116"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1002\/mana.19851230110"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.acha.2012.03.005"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1088\/0031-9155\/56\/11\/002"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.3934\/ipi.2020013"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.3390\/math12101606"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1088\/0266-5611\/27\/7\/075014"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1088\/0266-5611\/24\/5\/055020"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1002\/cpa.20350"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2006.891328"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.3934\/era.2010.17.125"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1137\/100813397"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1051\/mmnp\/20138106"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/s10444-012-9276-x"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/s11220-017-0159-6"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TCI.2019.2896527"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2012.2222396"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1137\/120876277"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.3390\/s22062309"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-03009-4_83-1"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6420\/ab0b15"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1088\/0031-9155\/53\/23\/009"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1088\/0031-9155\/56\/13\/004"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1098\/rsta.2014.0387"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/TCI.2024.3414320"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1088\/0266-5611\/30\/4\/045009"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-8176-8316-0"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1007\/s00041-013-9261-x"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2020.101930"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1088\/0031-9155\/57\/23\/7923"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1515\/JIIP.2008.025"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-246X.2007.03409.x"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1088\/0031-9155\/47\/8\/304"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1137\/20M1338460"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/83.784439"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1007\/s00211-021-01225-4"},{"key":"ref73","first-page":"1997","volume-title":"Release 2022a","author":"Misiti M."},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1118\/1.2717404"},{"key":"ref75","volume-title":"Developments in X-Ray Tomography IX 9212","author":"Myers G. R.","year":"2014"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcp.2015.03.016"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1088\/0031-9155\/52\/22\/008"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1088\/0031-9155\/59\/12\/2997"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1038\/nrmicro.2016.7"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.25240"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1098\/rsta.2020.0193"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1553\/etna_vol58s486"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6501\/aa9260"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2005.862206"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6420\/aaa49c"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1148\/radiology.190.3.8115638"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-017-06333-6"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1088\/0266-5611\/18\/3\/309"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2019.2953773"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6420\/aab0f5"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1515\/9783110255720"},{"key":"ref93","first-page":"119","volume":"14","author":"Sidky E. Y.","year":"2006","journal-title":"J. X-Ray Sci. Technol."},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1088\/0031-9155\/53\/17\/021"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-77242-4"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1088\/0031-9155\/60\/7\/2803"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1088\/0031-9155\/56\/18\/011"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1364\/OE.24.025129"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1016\/j.ultramic.2015.05.002"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-33863-2_2"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1109\/TNS.2013.2275994"},{"key":"ref102","doi-asserted-by":"publisher","DOI":"10.1017\/9781108231596"},{"key":"ref103","series-title":"Mem. Amer. Math. Soc.","volume-title":"Embeddings of Decomposition Spaces","volume":"287","author":"Voigtlaender F.","year":"2023"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pbio.1001823"},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.1117\/1.JBO.19.5.056007"},{"key":"ref106","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2003.819861"},{"key":"ref107","doi-asserted-by":"publisher","DOI":"10.1137\/18M1178098"},{"key":"ref108","doi-asserted-by":"publisher","DOI":"10.1016\/0022-247X(91)90144-O"}],"container-title":["SIAM Journal on Imaging Sciences"],"original-title":[],"language":"en","deposited":{"date-parts":[[2025,7,3]],"date-time":"2025-07-03T08:00:48Z","timestamp":1751529648000},"score":1,"resource":{"primary":{"URL":"https:\/\/epubs.siam.org\/doi\/10.1137\/24M1661923"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7,3]]},"references-count":101,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2025,9,30]]}},"alternative-id":["10.1137\/24M1661923"],"URL":"https:\/\/doi.org\/10.1137\/24m1661923","relation":{},"ISSN":["1936-4954"],"issn-type":[{"value":"1936-4954","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,7,3]]}}}