{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,3]],"date-time":"2026-03-03T13:28:16Z","timestamp":1772544496178,"version":"3.50.1"},"reference-count":96,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2025,3,1]],"date-time":"2025-03-01T00:00:00Z","timestamp":1740787200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,3,1]],"date-time":"2025-03-01T00:00:00Z","timestamp":1740787200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,3,1]],"date-time":"2025-03-01T00:00:00Z","timestamp":1740787200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Neural Netw. Learning Syst."],"published-print":{"date-parts":[[2025,3]]},"DOI":"10.1109\/tnnls.2021.3131739","type":"journal-article","created":{"date-parts":[[2021,12,13]],"date-time":"2021-12-13T20:52:25Z","timestamp":1639428745000},"page":"3954-3964","source":"Crossref","is-referenced-by-count":22,"title":["Attention-Based Real Image Restoration"],"prefix":"10.1109","volume":"36","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0692-8411","authenticated-orcid":false,"given":"Saeed","family":"Anwar","sequence":"first","affiliation":[{"name":"Imaging and Computer Vision Group, CSIRO and the School of Computer Science and Engineering, Australian National University, Canberra, ACT, Australia"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9343-9535","authenticated-orcid":false,"given":"Nick","family":"Barnes","sequence":"additional","affiliation":[{"name":"Research School of Electrical, Energy and Materials Engineering, Australian National University, Canberra, ACT, Australia"}]},{"given":"Lars","family":"Petersson","sequence":"additional","affiliation":[{"name":"Imaging and Computer Vision Group, CSIRO and the School of Computer Science and Engineering, Australian National University, Canberra, ACT, Australia"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2007.901238"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.38"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.366"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2011.282"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2006.888335"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2007.383092"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-008-0197-6"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2017.2733739"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.375"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2015.2414873"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2596743"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2017.2662206"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.300"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00181"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.5201\/ipol.2015.125"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/72.279181"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00325"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2007.891788"},{"key":"ref19","first-page":"1","article-title":"BM3D image denoising with shape-adaptive principal component analysis","volume-title":"Proc. SPARS","author":"Dabov"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1137\/120874989"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1093\/comjnl\/bxm008"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995478"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2011.6126278"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.36"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995309"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2009.2037087"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.5244\/C.31.71"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.623"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2012.6247952"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.349"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW50498.2020.00268"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2017.140"},{"key":"ref33","first-page":"1","article-title":"Neural nearest neighbors networks","volume-title":"Proc. NIPS","author":"Pl\u00f6tz"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01129"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2839891"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01316"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2439281"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46475-6_25"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00344"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.182"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.181"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.298"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2017.151"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01249-6_16"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.243"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.514"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00262"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00243"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2020.2970104"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/WACV48630.2021.00275"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1807.02758"},{"key":"ref52","first-page":"2204","article-title":"Recurrent models of visual attention","volume-title":"Proc. NIPS","author":"Mnih"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.06.078"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2020.3021088"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/IVS.2005.1505103"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2009.5457650"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/IROS.2005.1545103"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/IROS.2009.5354639"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2491937"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2013.84"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00263"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.632"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00255"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2003.815175"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1016\/j.image.2013.01.006"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1016\/j.image.2012.03.002"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-33786-4_9"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.73"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10605-2_12"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01261-8_27"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00259"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.5555\/3045118.3045336"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00745"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2001.937655"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2017.150"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995413"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00182"},{"key":"ref79","article-title":"Real-world noisy image denoising: A new benchmark","author":"Xu","year":"2018","journal-title":"arXiv:1804.02603"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvcir.2018.01.012"},{"key":"ref81","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014","journal-title":"arXiv:1412.6980"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.2307\/j.ctvcm4g18.8"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.294"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.186"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01237-3_2"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.125"},{"key":"ref87","volume-title":"Neat Image","year":"2019"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2012.2235847"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2006.881199"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10593-2_13"},{"key":"ref91","first-page":"624","article-title":"Deep Laplacian pyramid networks for fast and accurate superresolution","volume-title":"Proc. CVPR","author":"Lai"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2865304"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7299156"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.5244\/C.26.135"},{"key":"ref95","first-page":"711","article-title":"On single image scale-up using sparse-representations","volume-title":"Proc. ICCS","author":"Zeyde"},{"key":"ref96","volume-title":"Live Image Quality Assessment Database Release 2","author":"Sheikh","year":"2005"}],"container-title":["IEEE Transactions on Neural Networks and Learning Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5962385\/10908444\/09648263.pdf?arnumber=9648263","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,3]],"date-time":"2025-03-03T18:36:34Z","timestamp":1741026994000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9648263\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,3]]},"references-count":96,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tnnls.2021.3131739","relation":{},"ISSN":["2162-237X","2162-2388"],"issn-type":[{"value":"2162-237X","type":"print"},{"value":"2162-2388","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,3]]}}}