{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T21:54:54Z","timestamp":1775253294290,"version":"3.50.1"},"reference-count":72,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2019,1,15]],"date-time":"2019-01-15T00:00:00Z","timestamp":1547510400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,1,15]],"date-time":"2019-01-15T00:00:00Z","timestamp":1547510400000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,1,15]],"date-time":"2019-01-15T00:00:00Z","timestamp":1547510400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,1,15]],"date-time":"2019-01-15T00:00:00Z","timestamp":1547510400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["CCF 1018660"],"award-info":[{"award-number":["CCF 1018660"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["CCF-1320953"],"award-info":[{"award-number":["CCF-1320953"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Andrew T. Yang fellowship"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Signal Process."],"published-print":{"date-parts":[[2019,1,15]]},"DOI":"10.1109\/tsp.2018.2883021","type":"journal-article","created":{"date-parts":[[2018,11,23]],"date-time":"2018-11-23T19:20:55Z","timestamp":1543000855000},"page":"504-519","source":"Crossref","is-referenced-by-count":17,"title":["Learning Filter Bank Sparsifying Transforms"],"prefix":"10.1109","volume":"67","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7485-5966","authenticated-orcid":false,"given":"Luke","family":"Pfister","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yoram","family":"Bresler","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2001.937655"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2003.819861"},{"key":"ref70","article-title":"The power of complementary regularizers: Image recovery via transform learning and low-rank modeling","author":"wen","year":"2018"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2005.847323"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/82.281843"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1561\/2000000012"},{"key":"ref32","author":"vaidyanathan","year":"1992","journal-title":"Multirate Systems and Filter Banks"},{"key":"ref31","doi-asserted-by":"crossref","DOI":"10.1007\/978-0-8176-8224-8","author":"christensen","year":"2003","journal-title":"An Introduction to Frames and Riesz Bases"},{"key":"ref30","first-page":"1","article-title":"Learning $\\ell _1$-based analysis and synthesis sparsity priors using bi-level optimization","author":"chen","year":"0","journal-title":"Proc Workshop Anal Operator Learn Dictionary Learn"},{"key":"ref37","author":"vetterli","year":"1995","journal-title":"Wavelets and Subband Coding"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/78.735301"},{"key":"ref35","author":"strang","year":"1996","journal-title":"Wavelets and Filter Banks"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/78.668788"},{"key":"ref60","article-title":"Learning sparsifying filter banks","volume":"9597","author":"pfister","year":"0","journal-title":"Proc SPIE"},{"key":"ref62","first-page":"293","author":"strohmer","year":"2001","journal-title":"Finite-and Infinite-Dimensional Models for Oversampled Filter Banks"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1137\/S0895479891223021"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2011.2166550"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2016.2633240"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1137\/080716542"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2016.7533034"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2007.901238"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.366"},{"key":"ref29","first-page":"1","article-title":"Learning analysis sparsity priors","author":"peyr\u00e9","year":"0","journal-title":"Proc 9th Int Conf Sampling Theory Appl"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2011.6126278"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5539844"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2017.7952566"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2012.2226449"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1002\/cpa.10116"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.acha.2013.10.001"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5539957"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2017.7952374"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2015.2495260"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2017.2733447"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2014.6854075"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TCI.2018.2840334"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2014.6853752"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2009.5193034"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1117\/12.162087"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/78.668547"},{"key":"ref57","first-page":"1488","article-title":"Multi-dimensional, paraunitary principal component filter banks","volume":"2","author":"xuan","year":"0","journal-title":"Proc IEEE Int Conf Acoust Speech Signal Process"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/78.668546"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/78.403336"},{"key":"ref54","first-page":"52","article-title":"Stacked convolutional auto-encoders for hierarchical feature extraction","author":"masci","year":"0","journal-title":"Proc 21th Int Conf Artif Neural Netw"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2017.7953316"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.349"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2014.6854940"},{"key":"ref11","first-page":"107","article-title":"Adaptive sparsifying transforms for iterative tomographic reconstruction","author":"pfister","year":"0","journal-title":"Proc Int Conf Image Formation X-Ray Comput Tomography"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2004.826158"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2012.2226445"},{"key":"ref13","first-page":"1470","article-title":"Analysis operator learning for overcomplete cosparse representations","author":"yaghoobi","year":"0","journal-title":"Proc 19th Eur Signal Process Conf"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2012.6289144"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2013.2250968"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2013.2246175"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-008-0197-6"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2014.2299065"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2596743"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2013.6638690"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2006.881969"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2013.6638226"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2013.2274384"},{"key":"ref8","article-title":"Model-based iterative tomographic reconstruction with adaptive sparsifying transforms","volume":"9020","author":"pfister","year":"0","journal-title":"Proc SPIE"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-014-0761-1"},{"key":"ref49","first-page":"855","article-title":"Waveshrink with firm shrinkage","volume":"7","author":"gao","year":"1997","journal-title":"Statist Sinica"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2013.6556401"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-003-0387-5"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/BF02592948"},{"key":"ref48","article-title":"Bounding extremal values of multivariate trigonometric polynomials","author":"pfister","year":"0","journal-title":"IEEE Trans Signal Process"},{"key":"ref47","article-title":"Bounding multivariate trigonometric polynomials with applications to filter bank design","author":"pfister","year":"2018"},{"key":"ref42","doi-asserted-by":"crossref","DOI":"10.1201\/9781420066531","author":"poularikas","year":"2010","journal-title":"Transforms and Applications Handbook"},{"key":"ref41","author":"malvar","year":"1992","journal-title":"Signal Processing with Lapped Transforms"},{"key":"ref44","first-page":"125","author":"coifman","year":"1995","journal-title":"Translation-Invariant de-Noising"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/18.650985"}],"container-title":["IEEE Transactions on Signal Processing"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielaam\/78\/8561299\/8543611-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/78\/8561299\/08543611.pdf?arnumber=8543611","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T20:49:50Z","timestamp":1657745390000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8543611\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,1,15]]},"references-count":72,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tsp.2018.2883021","relation":{},"ISSN":["1053-587X","1941-0476"],"issn-type":[{"value":"1053-587X","type":"print"},{"value":"1941-0476","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,1,15]]}}}