{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,16]],"date-time":"2025-10-16T09:58:05Z","timestamp":1760608685394},"reference-count":50,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2012,6,1]],"date-time":"2012-06-01T00:00:00Z","timestamp":1338508800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Signal Process."],"published-print":{"date-parts":[[2012,6]]},"DOI":"10.1109\/tsp.2012.2187203","type":"journal-article","created":{"date-parts":[[2012,2,7]],"date-time":"2012-02-07T22:02:50Z","timestamp":1328652170000},"page":"2913-2927","source":"Crossref","is-referenced-by-count":36,"title":["An MDL Framework for Sparse Coding and Dictionary Learning"],"prefix":"10.1109","volume":"60","author":[{"given":"Ignacio","family":"Ramirez","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guillermo","family":"Sapiro","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2010.2053939"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1973.1054929"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5539964"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2008.4587652"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2007.911828"},{"key":"ref30","first-page":"19","article-title":"Online learning for matrix factorization and sparse coding","volume":"11","author":"mairal","year":"2010","journal-title":"J Mach Learn Res"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1214\/009053604000001147"},{"key":"ref36","first-page":"3","article-title":"Universal sequential coding of single messages","volume":"23","author":"shtarkov","year":"1987","journal-title":"Probl Inf Transm"},{"key":"ref35","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/4643.001.0001","author":"grnwald","year":"2007","journal-title":"The Minimum Description Length Principle"},{"key":"ref34","author":"hastie","year":"2009","journal-title":"The Elements of Statistical Learning Data Mining Inference and Prediction"},{"key":"ref28","doi-asserted-by":"crossref","first-page":"407","DOI":"10.1214\/009053604000000067","article-title":"Least angle regression","volume":"32","author":"efron","year":"2004","journal-title":"Ann Statist"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1137\/080716542"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2006.881199"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2010.2040551"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1137\/060657704"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2012.2197006"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/78.258082"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177703732"},{"key":"ref24","article-title":"Compressive sampling","volume":"3","author":"cands","year":"2006","journal-title":"Proc Int Congress of Math"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2011.00771.x"},{"key":"ref26","article-title":"Regularized paths for generalized linear models via coordinate descent","volume":"33","author":"friedman","year":"2008","journal-title":"J Statist Software"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.2307\/2337118"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2004.836169"},{"key":"ref10","author":"cover","year":"2006","journal-title":"Elements of Information Theory"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2009.2022897"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/83.869177"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2010.2042481"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICWAPR.2007.4420700"},{"key":"ref14","author":"krim","year":"1995","journal-title":"On the statistics of best bases criteria"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/18.761332"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/18.887861"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2009.2021633"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2011.5946755"},{"key":"ref19","article-title":"Low-rank data modeling via the minimum description length principle","author":"ramrez","year":"2011","journal-title":"Proc ICASSP 2012"},{"key":"ref4","article-title":"Nonparametric Bayesian dictionary learning for analysis of noisy and incomplete images","author":"zhou","year":"2011","journal-title":"IEEE Trans Image Process"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2010.2044470"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176344136"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.1974.1100705"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1984.1056936"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/0005-1098(78)90005-5"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176346150"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/18.720554"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/1970392.1970395"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2009.5459452"},{"key":"ref48","article-title":"The augmented Lagrange multiplier method for exact recovery of corrupted low-rank matrices","author":"lin","year":"0"},{"key":"ref47","article-title":"Robust principal component analysis: Exact recovery of corrupted low-rank matrices by convex optimization","author":"wright","year":"2009","journal-title":"Proc Adv NIPS"},{"key":"ref42","article-title":"Dependent hierarchical beta process for image interpolation and denoising","author":"zhou","year":"2011","journal-title":"Proc AISTATS"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1981.1056331"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2007.901238"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1137\/S1064827596304010"}],"container-title":["IEEE Transactions on Signal Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/78\/6198804\/06148296.pdf?arnumber=6148296","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,10,10]],"date-time":"2021-10-10T23:54:19Z","timestamp":1633910059000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6148296\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,6]]},"references-count":50,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/tsp.2012.2187203","relation":{},"ISSN":["1053-587X","1941-0476"],"issn-type":[{"value":"1053-587X","type":"print"},{"value":"1941-0476","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,6]]}}}