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In this letter, we show that the quality of the reconstructed high\u2010resolution image can be increased by exploiting proper model for the fusion error. To properly model the fusion error, we propose to minimize a cost function that consists of locally and adaptively weighted L<jats:sub>1<\/jats:sub>\u2010 and L<jats:sub>2<\/jats:sub>\u2010norms considering the error model. Binary weights are used so as to adaptively select L<jats:sub>1<\/jats:sub>\u2010 or L<jats:sub>2<\/jats:sub>\u2010norm, based on the local errors. Simulation results demonstrate that proposed algorithm can overcome disadvantages of using either L<jats:sub>1<\/jats:sub>\u2010 or L<jats:sub>2<\/jats:sub>\u2010norm.<\/jats:p>","DOI":"10.1155\/2010\/435194","type":"journal-article","created":{"date-parts":[[2010,1,27]],"date-time":"2010-01-27T07:17:12Z","timestamp":1264576632000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Image Superresolution Based on Locally Adaptive Mixed\u2010Norm"],"prefix":"10.1155","volume":"2010","author":[{"given":"Osama A.","family":"Omer","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Toshihisa","family":"Tanaka","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2009,12,30]]},"reference":[{"key":"e_1_2_8_1_2","doi-asserted-by":"publisher","DOI":"10.1109\/83.935034"},{"key":"e_1_2_8_2_2","doi-asserted-by":"crossref","unstructured":"FarsiuS. RobinsonD. EladM. andMilanfarP. Robust shift and add approach to super-resolution 5203 Applications of Digital Image Processing XXVI August 2003 San Diego Calif USA 121\u2013130 Proceedings of SPIE 2-s2.0-0030171218 https:\/\/doi.org\/10.1117\/12.507194.","DOI":"10.1117\/12.507194"},{"key":"e_1_2_8_3_2","doi-asserted-by":"publisher","DOI":"10.1109\/97.554469"},{"key":"e_1_2_8_4_2","doi-asserted-by":"publisher","DOI":"10.1109\/83.382494"},{"key":"e_1_2_8_5_2","unstructured":"http:\/\/users.soe.ucsc.edu\/~milanfar\/software\/sr\u2010datasets.html."},{"key":"e_1_2_8_6_2","unstructured":"LucasB.andKanadeT. An iterative image registration technique with an application to stereo vision Proceedings of the 7th International Joint Conference on Artificial Intelligence April 1981 Vancouver Canada 674\u2013679."}],"container-title":["Journal of Electrical and Computer Engineering"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/jece\/2010\/435194.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/jece\/2010\/435194.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1155\/2010\/435194","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,19]],"date-time":"2024-06-19T10:30:42Z","timestamp":1718793042000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1155\/2010\/435194"}},"subtitle":[],"editor":[{"given":"Kai-Kuang","family":"Ma","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2009,12,30]]},"references-count":6,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2010,1]]}},"alternative-id":["10.1155\/2010\/435194"],"URL":"https:\/\/doi.org\/10.1155\/2010\/435194","archive":["Portico"],"relation":{},"ISSN":["2090-0147","2090-0155"],"issn-type":[{"type":"print","value":"2090-0147"},{"type":"electronic","value":"2090-0155"}],"subject":[],"published":{"date-parts":[[2009,12,30]]},"assertion":[{"value":"2009-07-05","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2009-10-03","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2009-12-30","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"435194"}}