{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,25]],"date-time":"2026-06-25T12:37:43Z","timestamp":1782391063140,"version":"3.54.5"},"reference-count":41,"publisher":"Informa UK Limited","issue":"1","content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Optimization Methods and Software"],"published-print":{"date-parts":[[2024,1,2]]},"DOI":"10.1080\/10556788.2022.2053971","type":"journal-article","created":{"date-parts":[[2022,4,28]],"date-time":"2022-04-28T05:55:39Z","timestamp":1651125339000},"page":"102-133","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":2,"title":["Tensorial total variation-based image and video restoration with optimized projection methods"],"prefix":"10.1080","volume":"39","author":[{"given":"O.","family":"Benchettou","sequence":"first","affiliation":[{"name":"Laboratory LAMAI, University Cadi Ayyad, Marrakech, Morocco"},{"name":"Laboratory L.M.P.A, University Littoral, Calais, France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"A. H.","family":"Bentbib","sequence":"additional","affiliation":[{"name":"Laboratory LAMAI, University Cadi Ayyad, Marrakech, Morocco"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"A.","family":"Bouhamidi","sequence":"additional","affiliation":[{"name":"Laboratory L.M.P.A, University Littoral, Calais, France"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"301","published-online":{"date-parts":[[2022,4,27]]},"reference":[{"key":"e_1_3_3_2_1","doi-asserted-by":"publisher","DOI":"10.1553\/etna_vol48s310"},{"key":"e_1_3_3_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cam.2019.112405"},{"key":"e_1_3_3_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cam.2015.12.034"},{"key":"e_1_3_3_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.laa.2010.06.001"},{"key":"e_1_3_3_6_1","doi-asserted-by":"publisher","DOI":"10.1561\/2200000016"},{"key":"e_1_3_3_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2011.2158229"},{"key":"e_1_3_3_8_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11425-012-4363-5"},{"key":"e_1_3_3_9_1","volume-title":"An Introduction to Optimization","author":"Chong E.K.","year":"2004","unstructured":"E.K. Chong and S.H. Zak, An Introduction to Optimization, John Wiley & Sons, Inc, Hoboken (NJ), 2004."},{"key":"e_1_3_3_10_1","doi-asserted-by":"publisher","DOI":"10.1002\/9780470747278"},{"key":"e_1_3_3_11_1","doi-asserted-by":"publisher","DOI":"10.1088\/0266-5611\/13\/6\/005"},{"key":"e_1_3_3_12_1","doi-asserted-by":"crossref","unstructured":"K. Dabov A. Foi V. Katkovnik and K. Egiazarian Image restoration by sparse 3D transform-domain collaborative filtering Image Processing: Algorithms and Systems VI Vol. 6812 International Society for Optics and Photonics 2008 pp. 681207.","DOI":"10.1117\/12.766355"},{"key":"e_1_3_3_13_1","volume-title":"Points Fixes, Z\u00e9ros Et La M\u00e9thode De Newton","author":"Dedieu J.P.","year":"2006","unstructured":"J.P. Dedieu, Points Fixes, Z\u00e9ros Et La M\u00e9thode De Newton. 1.Springer, Berlin, Heidelberg, 2006.","edition":"1"},{"key":"e_1_3_3_14_1","doi-asserted-by":"publisher","DOI":"10.5201\/ipol.2013.61"},{"key":"e_1_3_3_15_1","doi-asserted-by":"publisher","DOI":"10.1016\/0898-1221(76)90003-1"},{"key":"e_1_3_3_16_1","doi-asserted-by":"publisher","DOI":"10.5201\/ipol.2012.g-tvd"},{"key":"e_1_3_3_17_1","doi-asserted-by":"publisher","DOI":"10.1137\/0702016"},{"key":"e_1_3_3_18_1","unstructured":"M.E. Guide A.E. Ichi F. Beik and K. Jbilou Tensor gmres and Golub\u2013Kahan bidiagonalization methods via the Einstein product with applications to image and video processing preprint (2020) Available at arXiv:2005.07458."},{"key":"e_1_3_3_19_1","doi-asserted-by":"crossref","unstructured":"M.E. Guide A.E. Ichi K. Jbilou and R. Sadaka Tensor Krylov subspace methods via the t-product for color image processing preprint (2020). Available at arXiv:2006.07133.","DOI":"10.13001\/ela.2021.5471"},{"key":"e_1_3_3_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298983"},{"key":"e_1_3_3_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.acha.2006.10.005"},{"key":"e_1_3_3_22_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF01937276"},{"key":"e_1_3_3_23_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1004603514434"},{"key":"e_1_3_3_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.amc.2019.124892"},{"key":"e_1_3_3_25_1","doi-asserted-by":"publisher","DOI":"10.1177\/0142331217702711"},{"key":"e_1_3_3_26_1","doi-asserted-by":"publisher","DOI":"10.1137\/07070111X"},{"key":"e_1_3_3_27_1","unstructured":"N. Lee and A. Cichocki Fundamental tensor operations for large-scale data analysis in tensor train formats preprint (2014). Available at arXiv:1405.7786."},{"key":"e_1_3_3_28_1","unstructured":"C. Li An efficient algorithm for total variation regularization with applications to the single pixel camera and compressive sensing Ph.D. diss. Rice University 2010."},{"key":"e_1_3_3_29_1","first-page":"283","article-title":"A method for nonlinear constraints in minimization problems","author":"Powell M.J.","year":"1969","unstructured":"M.J. Powell, A method for nonlinear constraints in minimization problems, Optimization, Academic Press1969), pp. 283\u2013298.","journal-title":"Optimization, Academic Press"},{"key":"e_1_3_3_30_1","doi-asserted-by":"publisher","DOI":"10.1080\/10556788.2014.955100"},{"key":"e_1_3_3_31_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2014.08.101"},{"key":"e_1_3_3_32_1","doi-asserted-by":"publisher","DOI":"10.1016\/0167-2789(92)90242-F"},{"key":"e_1_3_3_33_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-02256-2_42"},{"key":"e_1_3_3_34_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2008.2003406"},{"key":"e_1_3_3_35_1","unstructured":"B. Wohlberg Admm penalty parameter selection by residual balancing preprint (2017). Available at arXiv:1704.06209."},{"key":"e_1_3_3_36_1","doi-asserted-by":"publisher","DOI":"10.3934\/ipi.2011.5.237"},{"key":"e_1_3_3_37_1","doi-asserted-by":"publisher","DOI":"10.1046\/j.1365-246X.1998.00652.x"},{"key":"e_1_3_3_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/2487575.2487586"},{"key":"e_1_3_3_39_1","doi-asserted-by":"publisher","DOI":"10.1137\/1037125"},{"key":"e_1_3_3_40_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2014.2302380"},{"key":"e_1_3_3_41_1","doi-asserted-by":"publisher","DOI":"10.1049\/el.2014.3494"},{"key":"e_1_3_3_42_1","unstructured":"M. Zhu and T. Chan An efficient primal\u2013dual hybrid gradient algorithm for total variation image restoration Tech. Rep. UCLA CAM Report 34 2008."}],"container-title":["Optimization Methods and Software"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/10556788.2022.2053971","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,26]],"date-time":"2024-06-26T14:45:55Z","timestamp":1719413155000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/10556788.2022.2053971"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,4,27]]},"references-count":41,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2024,1,2]]}},"alternative-id":["10.1080\/10556788.2022.2053971"],"URL":"https:\/\/doi.org\/10.1080\/10556788.2022.2053971","relation":{},"ISSN":["1055-6788","1029-4937"],"issn-type":[{"value":"1055-6788","type":"print"},{"value":"1029-4937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,4,27]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=goms20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=goms20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2021-05-24","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-01-17","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-04-27","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}