{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,7]],"date-time":"2026-04-07T17:32:58Z","timestamp":1775583178392,"version":"3.50.1"},"reference-count":44,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015,6]]},"DOI":"10.1109\/cvpr.2015.7299163","type":"proceedings-article","created":{"date-parts":[[2015,10,15]],"date-time":"2015-10-15T22:42:06Z","timestamp":1444948926000},"page":"5261-5269","source":"Crossref","is-referenced-by-count":205,"title":["On learning optimized reaction diffusion processes for effective image restoration"],"prefix":"10.1109","author":[{"given":"Yunjin","family":"Chen","sequence":"first","affiliation":[]},{"family":"Wei Yu","sequence":"additional","affiliation":[]},{"given":"Thomas","family":"Pock","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.nonrwa.2013.10.004"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.349"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1137\/130942954"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/0262-8856(90)80008-H"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2011.2179329"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2009.5459452"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1023\/A:1008344608808"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-008-0197-6"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2008.925305"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/34.56205"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.2307\/2153246"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2012.11.012"},{"key":"ref11","first-page":"2080","article-title":"Image de-noising by sparse 3-d transform-domain collaborative filtering","volume":"16","author":"dabov","year":"2007","journal-title":"IEEE TIP"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/11550518_56"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s10851-009-0166-x"},{"key":"ref14","first-page":"318","article-title":"Generic methods for optimization-based modeling","author":"domke","year":"2012","journal-title":"AISTATS"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1137\/S0036139994277580"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2007.891788"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2002.800883"},{"key":"ref18","first-page":"545","article-title":"Offline handwriting recognition with multidimensional recurrent neural networks","author":"graves","year":"2009","journal-title":"NIPS"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.366"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/BF01589116"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.1997.647755"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995309"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2003.814242"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2013.2290508"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-15549-9_9"},{"key":"ref5","first-page":"12","article-title":"Artifact-free jpeg decompression with total generalized variation","author":"bredies","year":"2012","journal-title":"VISAPP"},{"key":"ref8","first-page":"271","article-title":"Revisiting loss-specific training of filter-based mrfs for image restoration","author":"chen","year":"2013","journal-title":"GCPR"},{"key":"ref7","article-title":"Notes on diffusion networks","author":"chen","year":"2015","journal-title":"arXiv p rep rint arXiv 1503 05768"},{"key":"ref2","first-page":"2451","article-title":"Training an active random field for real-time image de-noising","volume":"18","author":"barbu","year":"2009","journal-title":"IEEE TIP"},{"key":"ref9","first-page":"1060","article-title":"Insights into analysis operator learning: From patch-based sparse models to higher order MRFs","volume":"23","author":"chen","year":"2014","journal-title":"IEEE TIP"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/83.923285"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s10851-010-0256-9"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.5244\/C.23.115"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-010-0330-1"},{"key":"ref42","first-page":"527","article-title":"Theoretical foundations for discrete forward-and-backward diffusion filtering","author":"welk","year":"0","journal-title":"SSVM"},{"key":"ref24","first-page":"769","article-title":"Natural image denoising with convolutional networks","author":"jain","year":"2009","journal-title":"NIPS"},{"key":"ref41","author":"weickert","year":"1998","journal-title":"Anisotropic Diffusion in Image Processing"},{"key":"ref23","author":"hu","year":"2010","journal-title":"Handbook of Neural Network Signal Processing"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2011.6126278"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref43","doi-asserted-by":"crossref","first-page":"1236","DOI":"10.1109\/34.632983","article-title":"Prior learning and Gibbs reaction-diffusion","volume":"19","author":"zhu","year":"1997","journal-title":"IEEE TPAMI"},{"key":"ref25","first-page":"112","article-title":"Loss-specific training of non-parametric image restoration models: A new state of the art","author":"jancsary","year":"2012","journal-title":"ECCV"}],"event":{"name":"2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)","location":"Boston, MA, USA","start":{"date-parts":[[2015,6,7]]},"end":{"date-parts":[[2015,6,12]]}},"container-title":["2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7293313\/7298593\/07299163.pdf?arnumber=7299163","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,23]],"date-time":"2017-06-23T21:24:37Z","timestamp":1498253077000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7299163\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,6]]},"references-count":44,"URL":"https:\/\/doi.org\/10.1109\/cvpr.2015.7299163","relation":{},"subject":[],"published":{"date-parts":[[2015,6]]}}}