{"id":"https://openalex.org/W2903106294","doi":"https://doi.org/10.23919/eusipco.2018.8553481","title":"A Plug and Play Bayesian Algorithm for Solving Myope Inverse Problems","display_name":"A Plug and Play Bayesian Algorithm for Solving Myope Inverse Problems","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2903106294","doi":"https://doi.org/10.23919/eusipco.2018.8553481","mag":"2903106294"},"language":"en","primary_location":{"id":"doi:10.23919/eusipco.2018.8553481","is_oa":false,"landing_page_url":"https://doi.org/10.23919/eusipco.2018.8553481","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 26th European Signal Processing Conference (EUSIPCO)","raw_type":"proceedings-article"},"type":"preprint","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/A5089303042","display_name":"Lotfi Cha\u00e2ri","orcid":"https://orcid.org/0000-0002-3590-0370"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Lotfi Chaari","raw_affiliation_strings":["University of Sfax, MIRACL, Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Sfax, MIRACL, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018816346","display_name":"Jean\u2010Yves Tourneret","orcid":"https://orcid.org/0000-0001-5219-3455"},"institutions":[{"id":"https://openalex.org/I4210152422","display_name":"Universit\u00e9 Toulouse - Jean Jaur\u00e8s","ror":"https://ror.org/04ezk3x31","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210152422","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4387153255","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'\u00c9lectrotechnique, d'\u00c9lectronique, d'Informatique, d'Hydraulique et des T\u00e9l\u00e9communications","ror":"https://ror.org/05wfw4946","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304","https://openalex.org/I4387153255","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I205747304","display_name":"Institut National Polytechnique de Toulouse","ror":"https://ror.org/033p9g875","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210119061","display_name":"Institut de Recherche en Informatique de Toulouse","ror":"https://ror.org/01rx4qw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I3131550300","display_name":"Universit\u00e9 Toulouse-I-Capitole","ror":"https://ror.org/0443n9e75","country_code":"FR","type":"education","lineage":["https://openalex.org/I3131550300"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Yves Tourneret","raw_affiliation_strings":["IRIT - INP-ENSEEIHT, University of Toulouse, France"],"affiliations":[{"raw_affiliation_string":"IRIT - INP-ENSEEIHT, University of Toulouse, France","institution_ids":["https://openalex.org/I4210152422","https://openalex.org/I4387153255","https://openalex.org/I205747304","https://openalex.org/I134560555","https://openalex.org/I4210119061","https://openalex.org/I3131550300","https://openalex.org/I4210160189"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072344919","display_name":"Hadj Batatia","orcid":"https://orcid.org/0000-0003-0433-2152"},"institutions":[{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I4387153255","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'\u00c9lectrotechnique, d'\u00c9lectronique, d'Informatique, d'Hydraulique et des T\u00e9l\u00e9communications","ror":"https://ror.org/05wfw4946","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304","https://openalex.org/I4387153255","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210119061","display_name":"Institut de Recherche en Informatique de Toulouse","ror":"https://ror.org/01rx4qw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210152422","display_name":"Universit\u00e9 Toulouse - Jean Jaur\u00e8s","ror":"https://ror.org/04ezk3x31","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210152422","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I205747304","display_name":"Institut National Polytechnique de Toulouse","ror":"https://ror.org/033p9g875","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I3131550300","display_name":"Universit\u00e9 Toulouse-I-Capitole","ror":"https://ror.org/0443n9e75","country_code":"FR","type":"education","lineage":["https://openalex.org/I3131550300"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hadj Batatia","raw_affiliation_strings":["IRIT - INP-ENSEEIHT, University of Toulouse, France"],"affiliations":[{"raw_affiliation_string":"IRIT - INP-ENSEEIHT, University of Toulouse, France","institution_ids":["https://openalex.org/I4210152422","https://openalex.org/I4387153255","https://openalex.org/I205747304","https://openalex.org/I134560555","https://openalex.org/I4210119061","https://openalex.org/I3131550300","https://openalex.org/I4210160189"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5089303042"],"corresponding_institution_ids":["https://openalex.org/I142899784"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.15003609,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"737","last_page":"741"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10136","display_name":"Statistical Methods and Inference","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/deblurring","display_name":"Deblurring","score":0.8876572847366333},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.7176430225372314},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6797949075698853},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.6159080266952515},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5408234596252441},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.5330687165260315},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5264236330986023},{"id":"https://openalex.org/keywords/inverse","display_name":"Inverse","score":0.48130881786346436},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3957369923591614},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3684678375720978},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.30716800689697266},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.27949458360671997},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23552867770195007},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.20075270533561707}],"concepts":[{"id":"https://openalex.org/C2777693668","wikidata":"https://www.wikidata.org/wiki/Q25053743","display_name":"Deblurring","level":5,"score":0.8876572847366333},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.7176430225372314},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6797949075698853},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.6159080266952515},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5408234596252441},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5330687165260315},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5264236330986023},{"id":"https://openalex.org/C207467116","wikidata":"https://www.wikidata.org/wiki/Q4385666","display_name":"Inverse","level":2,"score":0.48130881786346436},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3957369923591614},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3684678375720978},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.30716800689697266},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.27949458360671997},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23552867770195007},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.20075270533561707},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/eusipco.2018.8553481","is_oa":false,"landing_page_url":"https://doi.org/10.23919/eusipco.2018.8553481","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 26th European Signal Processing Conference (EUSIPCO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1558572410","https://openalex.org/W1581598003","https://openalex.org/W1650692308","https://openalex.org/W1804464592","https://openalex.org/W1953936588","https://openalex.org/W1975893351","https://openalex.org/W1978926712","https://openalex.org/W1981952846","https://openalex.org/W2006262045","https://openalex.org/W2028349405","https://openalex.org/W2029091779","https://openalex.org/W2030529101","https://openalex.org/W2041060053","https://openalex.org/W2059639161","https://openalex.org/W2081516668","https://openalex.org/W2100556411","https://openalex.org/W2134866593","https://openalex.org/W2137860206","https://openalex.org/W2150753328","https://openalex.org/W2167439109","https://openalex.org/W2342048370","https://openalex.org/W2478027467","https://openalex.org/W2602234382","https://openalex.org/W2765431787","https://openalex.org/W2765663036","https://openalex.org/W2773534980","https://openalex.org/W2954040150","https://openalex.org/W2963814976","https://openalex.org/W2964328546","https://openalex.org/W3101353736","https://openalex.org/W3104509149","https://openalex.org/W3150950615","https://openalex.org/W4292691288","https://openalex.org/W4301420995","https://openalex.org/W4302374145","https://openalex.org/W4387597141","https://openalex.org/W6634916445","https://openalex.org/W6638674303","https://openalex.org/W6857131732"],"related_works":["https://openalex.org/W3200192952","https://openalex.org/W4308216825","https://openalex.org/W4312281738","https://openalex.org/W2062923025","https://openalex.org/W3009226622","https://openalex.org/W3015323103","https://openalex.org/W2786875726","https://openalex.org/W2331917905","https://openalex.org/W3155039083","https://openalex.org/W1970914699"],"abstract_inverted_index":{"The":[0,67,86],"emergence":[1],"of":[2,16,47,70],"efficient":[3],"algorithms":[4],"in":[5,55,104],"variational":[6],"and":[7,59,80],"Bayesian":[8,38],"frameworks":[9],"braught":[10],"significant":[11],"advances":[12],"to":[13,64,112],"the":[14,25,51,56,60,72,76,83,100,105],"field":[15],"inverse":[17,48,118],"problems.":[18,119],"However,":[19],"such":[20],"problems":[21,49],"remain":[22],"challenging":[23],"when":[24],"observation":[26,61,78],"operator":[27,62,79,131],"is":[28,53,122],"not":[29],"perfectly":[30],"known.":[31],"In":[32],"this":[33],"paper":[34],"we":[35],"propose":[36],"a":[37,44,91,114,125],"Plug-and-Play":[39],"(PP)":[40],"algorithm":[41,102],"for":[42,75],"solving":[43],"wide":[45,115],"range":[46,116],"where":[50,132],"signal/image":[52],"sparse":[54],"original":[57],"domain":[58],"has":[63],"be":[65,110],"estimated.":[66],"principle":[68],"consists":[69],"plugging":[71],"prior":[73],"considered":[74],"target":[77],"keep":[81],"using":[82],"same":[84],"algorithm.":[85],"proposed":[87,101],"method":[88,121],"relies":[89],"on":[90,124],"generic":[92],"proximal":[93],"non-smooth":[94],"sampling":[95],"scheme.":[96],"This":[97],"genericity":[98],"makes":[99],"novel":[103],"sense":[106],"that":[107],"it":[108],"can":[109],"used":[111],"solve":[113],"or":[117],"Our":[120],"illustrated":[123],"deblurring":[126],"problem":[127],"with":[128],"unknown":[129],"blur":[130],"promising":[133],"results":[134],"are":[135],"obtained.":[136]},"counts_by_year":[{"year":2022,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
