{"id":"https://openalex.org/W2741757336","doi":"https://doi.org/10.1145/3090354.3090428","title":"An improved model for restoring and protecting the digital images","display_name":"An improved model for restoring and protecting the digital images","publication_year":2017,"publication_date":"2017-03-29","ids":{"openalex":"https://openalex.org/W2741757336","doi":"https://doi.org/10.1145/3090354.3090428","mag":"2741757336"},"language":"en","primary_location":{"id":"doi:10.1145/3090354.3090428","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3090354.3090428","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd international Conference on Big Data, Cloud and Applications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051009565","display_name":"Nour\u2010Eddine Joudar","orcid":null},"institutions":[{"id":"https://openalex.org/I4210132968","display_name":"Agence pour le D\u00e9veloppement et la R\u00e9habilitation de la Ville de F\u00e8s","ror":"https://ror.org/043jwkg64","country_code":"MA","type":"government","lineage":["https://openalex.org/I4210132968"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"N. Joudar","raw_affiliation_strings":["Faculty of Sciences and Technology, Fez, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Sciences and Technology, Fez, Morocco","institution_ids":["https://openalex.org/I4210132968"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004046520","display_name":"Mohamed Ettaouil","orcid":null},"institutions":[{"id":"https://openalex.org/I4210132968","display_name":"Agence pour le D\u00e9veloppement et la R\u00e9habilitation de la Ville de F\u00e8s","ror":"https://ror.org/043jwkg64","country_code":"MA","type":"government","lineage":["https://openalex.org/I4210132968"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"M. Ettaouil","raw_affiliation_strings":["Faculty of Sciences and Technology, Fez, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Sciences and Technology, Fez, Morocco","institution_ids":["https://openalex.org/I4210132968"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210132968"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09886314,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.8399434685707092},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.663625955581665},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6630756258964539},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6551578044891357},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6260366439819336},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5139593482017517},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.4692528247833252},{"id":"https://openalex.org/keywords/digital-image","display_name":"Digital image","score":0.44828686118125916},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4259006679058075},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4138014316558838},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.2349967360496521},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.11459693312644958}],"concepts":[{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.8399434685707092},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.663625955581665},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6630756258964539},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6551578044891357},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6260366439819336},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5139593482017517},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.4692528247833252},{"id":"https://openalex.org/C42781572","wikidata":"https://www.wikidata.org/wiki/Q1250322","display_name":"Digital image","level":4,"score":0.44828686118125916},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4259006679058075},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4138014316558838},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2349967360496521},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.11459693312644958},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3090354.3090428","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3090354.3090428","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd international Conference on Big Data, Cloud and Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.699999988079071}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1496099826","https://openalex.org/W1497256448","https://openalex.org/W2031604650","https://openalex.org/W2047158203","https://openalex.org/W2132732065","https://openalex.org/W2134662526","https://openalex.org/W2148358298","https://openalex.org/W2473864312","https://openalex.org/W2739513368","https://openalex.org/W6741831385","https://openalex.org/W6771138180"],"related_works":["https://openalex.org/W3135697610","https://openalex.org/W2085033728","https://openalex.org/W4285411112","https://openalex.org/W2171299904","https://openalex.org/W1647606319","https://openalex.org/W2922442631","https://openalex.org/W4390494008","https://openalex.org/W2097439757","https://openalex.org/W4313427965","https://openalex.org/W2117577511"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,19],"propose":[4],"a":[5,21,26,81],"novel":[6],"vision":[7],"of":[8,57,64,100],"image":[9,16,39],"restoration":[10,17],"problem.":[11],"Based":[12],"on":[13,36,54],"the":[14,32,37,45,49,58,61,65,73,94],"classical":[15],"model,":[18,66],"introduce":[20],"modified":[22],"optimization":[23,50],"model":[24],"with":[25],"new":[27],"decision":[28],"vector":[29],"that":[30,93],"indicates":[31],"pixels":[33,78],"categories.":[34],"Depending":[35],"degraded":[38],"and":[40,104],"its":[41],"median":[42,82],"corrected":[43],"version,":[44],"technique":[46],"allows":[47],"via":[48],"criterion":[51],"to":[52],"choose":[53],"which":[55,67],"one":[56],"both":[59,101],"generates":[60],"best":[62],"solution":[63],"in":[68,98],"turn":[69],"is":[70,85],"solved":[71],"by":[72],"genetic":[74],"algorithm.":[75],"Once":[76],"noisy":[77],"are":[79,96],"detected,":[80],"based":[83],"filter":[84],"performed":[86],"only":[87],"for":[88],"these":[89],"pixels.":[90],"Experiments":[91],"shows":[92],"results":[95],"satisfactory":[97],"term":[99],"visual":[102],"quality":[103],"quantitative":[105],"measurement.":[106]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}