{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,28]],"date-time":"2026-02-28T16:31:29Z","timestamp":1772296289492,"version":"3.50.1"},"reference-count":72,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"9","license":[{"start":{"date-parts":[[2011,9,1]],"date-time":"2011-09-01T00:00:00Z","timestamp":1314835200000},"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. on Image Process."],"published-print":{"date-parts":[[2011,9]]},"DOI":"10.1109\/tip.2011.2128335","type":"journal-article","created":{"date-parts":[[2011,3,17]],"date-time":"2011-03-17T20:05:53Z","timestamp":1300392353000},"page":"2450-2462","source":"Crossref","is-referenced-by-count":105,"title":["Parallel Proximal Algorithm for Image Restoration Using Hybrid Regularization"],"prefix":"10.1109","volume":"20","author":[{"given":"N.","family":"Pustelnik","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"C.","family":"Chaux","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"J.","family":"Pesquet","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1007\/s10851-010-0251-1"},{"key":"ref71","author":"setzer","year":"2010","journal-title":"Infimal convolution regularizations with discrete -type functionals"},{"key":"ref70","author":"esser","year":"2010","journal-title":"A general framework for a class of first order primal-dual algorithms for TV minimization"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvcir.2009.10.006"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1137\/080725891"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1137\/070710779"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1088\/0266-5611\/23\/6\/014"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1088\/0266-5611\/24\/6\/065014"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2007.910264"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/S0168-2024(08)70034-1"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/BF00927673"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1137\/080727749"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2008.2008223"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/83.869186"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2008.930649"},{"key":"ref61","author":"chouzenoux","year":"2009","journal-title":"A majorizeminimize line search algorithm for barrier functions"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/83.148606"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1090\/S0002-9947-1956-0084194-4"},{"key":"ref64","doi-asserted-by":"crossref","first-page":"94","DOI":"10.1214\/aos\/1018031103","article-title":"Convergence of a stochastic approximation version of the EM algorithm","volume":"27","author":"delyon","year":"1999","journal-title":"Ann Statist"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1137\/0716071"},{"key":"ref65","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-4145-2","author":"robert","year":"2004","journal-title":"Monte Carlo Statistical Methods"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2010.2055562"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/BF01581204"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2008.2001404"},{"key":"ref68","author":"zhu","year":"2008","journal-title":"An efficient primal-dual hybrid gradient algorithm for total variation image restoration"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1007\/s10915-010-9408-8"},{"key":"ref2","first-page":"688","article-title":"The method of successive projection for a common point of convex sets","volume":"6","author":"bregman","year":"1965","journal-title":"Sov Math Doklady"},{"key":"ref1","first-page":"x+5","article-title":"Hybrid regularization for data restoration in the presence of Poisson noise","author":"pustelnik","year":"2009","journal-title":"Proc Eur Signal Image Process Conf"},{"key":"ref20","author":"combettes","year":"2010","journal-title":"Fixed-Point Algorithms For Inverse Problems in Science and Engineering"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1088\/0266-5611\/23\/4\/008"},{"key":"ref21","doi-asserted-by":"crossref","first-page":"273","DOI":"10.24033\/bsmf.1625","article-title":"Proximit&#x00E9; et dualit&#x00E9; dans un espace hilbertien","volume":"93","author":"moreau","year":"1965","journal-title":"Bull Soc Math France"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1137\/080716542"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2007.909319"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1137\/060669498"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/18.382009"},{"key":"ref50","author":"pustelnik","year":"2011","journal-title":"Parallel proximal algorithm for image restoration using hybrid regularizationExtended version"},{"key":"ref51","author":"golub","year":"1996","journal-title":"Matrix Computations"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/83.465108"},{"key":"ref58","doi-asserted-by":"crossref","first-page":"89","DOI":"10.1023\/B:JMIV.0000011321.19549.88","article-title":"An algorithm for total variation minimization and applications","volume":"20","author":"chambolle","year":"2004","journal-title":"J Math Imag Vis"},{"key":"ref57","author":"bresson","year":"2007","journal-title":"Fast minimization of the vectorial total variation norm and applications to color image processing"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1137\/070696143"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-006-4331-z"},{"key":"ref54","first-page":"1","article-title":"Mathematical analysis of a model which combines total variation and wavelet for image restoration","volume":"2","author":"malgouyres","year":"2002","journal-title":"J Inf Processes"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.1994.413269"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/0167-2789(92)90242-F"},{"key":"ref10","author":"mallat","year":"1997","journal-title":"A Wavelet Tour of Signal Processing"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1028674842"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2010.2053941"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2005.843753"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2005.1550194"},{"key":"ref14","doi-asserted-by":"crossref","first-page":"2397","DOI":"10.1109\/TIP.2006.875178","article-title":"Image analysis using a dual-tree <formula formulatype=\"inline\"><tex Notation=\"TeX\">$M$<\/tex><\/formula>-band wavelet transform","volume":"15","author":"chaux","year":"2006","journal-title":"IEEE Trans Image Process"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1002\/cpa.20042"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2003.814255"},{"key":"ref17","first-page":"1","article-title":"A <formula formulatype=\"inline\"><tex Notation=\"TeX\">$l^{1}$<\/tex> <\/formula>-unified variational framework for image restoration","volume":"lncs 3024","author":"bect","year":"2004","journal-title":"Proc Eur Conf Comput Vis"},{"key":"ref18","author":"harmany","year":"2011","journal-title":"This is SPIRAL-TAP Sparse Poisson Intensity Reconstruction AlgorithmsTheory and Practice"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1137\/050626090"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.1982.4307555"},{"key":"ref3","first-page":"1211","article-title":"Projection methods for finding a common point of convex sets","volume":"7","author":"gurin","year":"1967","journal-title":"Zh Vychisl Mat Mat Fiz"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/0022-5193(70)90109-8"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TASSP.1984.1164297"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2003.812846"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/BF01389537"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.1987.4307797"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s10851-009-0149-y"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1090\/memo\/0697"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2005.859376"},{"key":"ref48","first-page":"2897","article-title":"Fonctions convexes duales et points proximaux dans un espace hilbertien","volume":"255","author":"moreau","year":"1962","journal-title":"C R Acad Sci"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/83.982822"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2008.4711847"},{"key":"ref41","author":"he","year":"2011","journal-title":"A splitting method for separate convex programming with linking linear constraints"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611970104"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1137\/070683374"}],"container-title":["IEEE Transactions on Image Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/83\/5986818\/05733413.pdf?arnumber=5733413","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,11,20]],"date-time":"2021-11-20T12:44:36Z","timestamp":1637412276000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/5733413\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011,9]]},"references-count":72,"journal-issue":{"issue":"9"},"URL":"https:\/\/doi.org\/10.1109\/tip.2011.2128335","relation":{},"ISSN":["1057-7149","1941-0042"],"issn-type":[{"value":"1057-7149","type":"print"},{"value":"1941-0042","type":"electronic"}],"subject":[],"published":{"date-parts":[[2011,9]]}}}