{"id":"https://openalex.org/W4399812582","doi":"https://doi.org/10.1137/23m1584496","title":"Marginal Likelihood Estimation in Semiblind Image Deconvolution: A Stochastic Approximation Approach","display_name":"Marginal Likelihood Estimation in Semiblind Image Deconvolution: A Stochastic Approximation Approach","publication_year":2024,"publication_date":"2024-06-19","ids":{"openalex":"https://openalex.org/W4399812582","doi":"https://doi.org/10.1137/23m1584496"},"language":"en","primary_location":{"id":"doi:10.1137/23m1584496","is_oa":false,"landing_page_url":"https://doi.org/10.1137/23m1584496","pdf_url":null,"source":{"id":"https://openalex.org/S152600803","display_name":"SIAM Journal on Imaging Sciences","issn_l":"1936-4954","issn":["1936-4954"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Journal on Imaging Sciences","raw_type":"journal-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/A5094105794","display_name":"Charlesquin Kemajou Mbakam","orcid":"https://orcid.org/0009-0008-6437-3670"},"institutions":[{"id":"https://openalex.org/I32062511","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93","country_code":"GB","type":"education","lineage":["https://openalex.org/I32062511"]},{"id":"https://openalex.org/I4210117017","display_name":"Maxwell Institute for Mathematical Sciences","ror":"https://ror.org/02tsqtg57","country_code":"GB","type":"facility","lineage":["https://openalex.org/I32062511","https://openalex.org/I4210117017","https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Charlesquin Kemajou Mbakam","raw_affiliation_strings":["Maxwell Institute for Mathematical Sciences and School of Mathematical and Computer Sciences, Heriot-Watt University, Edinburgh, EH14 4AS, UK"],"raw_orcid":"https://orcid.org/0009-0008-6437-3670","affiliations":[{"raw_affiliation_string":"Maxwell Institute for Mathematical Sciences and School of Mathematical and Computer Sciences, Heriot-Watt University, Edinburgh, EH14 4AS, UK","institution_ids":["https://openalex.org/I32062511","https://openalex.org/I4210117017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082169271","display_name":"Marcelo Pereyra","orcid":"https://orcid.org/0000-0001-6438-6772"},"institutions":[{"id":"https://openalex.org/I32062511","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93","country_code":"GB","type":"education","lineage":["https://openalex.org/I32062511"]},{"id":"https://openalex.org/I4210117017","display_name":"Maxwell Institute for Mathematical Sciences","ror":"https://ror.org/02tsqtg57","country_code":"GB","type":"facility","lineage":["https://openalex.org/I32062511","https://openalex.org/I4210117017","https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Marcelo Pereyra","raw_affiliation_strings":["Maxwell Institute for Mathematical Sciences and School of Mathematical and Computer Sciences, Heriot-Watt University, Edinburgh, EH14 4AS, UK"],"raw_orcid":"https://orcid.org/0000-0001-6438-6772","affiliations":[{"raw_affiliation_string":"Maxwell Institute for Mathematical Sciences and School of Mathematical and Computer Sciences, Heriot-Watt University, Edinburgh, EH14 4AS, UK","institution_ids":["https://openalex.org/I32062511","https://openalex.org/I4210117017"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091811958","display_name":"Jean\u2010Fran\u00e7ois Giovannelli","orcid":"https://orcid.org/0000-0002-0372-9329"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Fran\u00e7ois Giovannelli","raw_affiliation_strings":["Laboratoire d\u2019Int\u00e9gration du Mat\u00e9riau au Syst\u00e8me (CNRS\u2013ENSEIRB\u2013Univ. Bordeaux 1\u2013ENSCPB), 351 cours de la Liberation, 33405 Talence, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire d\u2019Int\u00e9gration du Mat\u00e9riau au Syst\u00e8me (CNRS\u2013ENSEIRB\u2013Univ. Bordeaux 1\u2013ENSCPB), 351 cours de la Liberation, 33405 Talence, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I15057530"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4935,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.59166563,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"17","issue":"2","first_page":"1206","last_page":"1254"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9998999834060669,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9998999834060669,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9995999932289124,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9994000196456909,"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/deconvolution","display_name":"Deconvolution","score":0.8137840032577515},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5600498914718628},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.5574044585227966},{"id":"https://openalex.org/keywords/blind-deconvolution","display_name":"Blind deconvolution","score":0.536119818687439},{"id":"https://openalex.org/keywords/maximum-likelihood","display_name":"Maximum likelihood","score":0.49372372031211853},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.457943856716156},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4508790373802185},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4375036060810089},{"id":"https://openalex.org/keywords/marginal-likelihood","display_name":"Marginal likelihood","score":0.41522717475891113},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.41375818848609924},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3988218307495117},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.37860873341560364},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.3592728078365326},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3183872699737549},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2901020050048828},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.11001145839691162}],"concepts":[{"id":"https://openalex.org/C174576160","wikidata":"https://www.wikidata.org/wiki/Q1183700","display_name":"Deconvolution","level":2,"score":0.8137840032577515},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5600498914718628},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5574044585227966},{"id":"https://openalex.org/C30044814","wikidata":"https://www.wikidata.org/wiki/Q11334452","display_name":"Blind deconvolution","level":3,"score":0.536119818687439},{"id":"https://openalex.org/C49781872","wikidata":"https://www.wikidata.org/wiki/Q1045555","display_name":"Maximum likelihood","level":2,"score":0.49372372031211853},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.457943856716156},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4508790373802185},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4375036060810089},{"id":"https://openalex.org/C95923904","wikidata":"https://www.wikidata.org/wiki/Q6760420","display_name":"Marginal likelihood","level":3,"score":0.41522717475891113},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.41375818848609924},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3988218307495117},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37860873341560364},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3592728078365326},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3183872699737549},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2901020050048828},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.11001145839691162},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1137/23m1584496","is_oa":false,"landing_page_url":"https://doi.org/10.1137/23m1584496","pdf_url":null,"source":{"id":"https://openalex.org/S152600803","display_name":"SIAM Journal on Imaging Sciences","issn_l":"1936-4954","issn":["1936-4954"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Journal on Imaging Sciences","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3941008465","display_name":"Bayesian model selection & calibration for computational imaging","funder_award_id":"EP/T007346/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8302899414","display_name":null,"funder_award_id":"EP/T007346/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1494853941","https://openalex.org/W1774344329","https://openalex.org/W1804464592","https://openalex.org/W1885185971","https://openalex.org/W1964724631","https://openalex.org/W1996317045","https://openalex.org/W2016894145","https://openalex.org/W2016902129","https://openalex.org/W2027231794","https://openalex.org/W2034713765","https://openalex.org/W2053070977","https://openalex.org/W2072409906","https://openalex.org/W2076364662","https://openalex.org/W2079819958","https://openalex.org/W2092537528","https://openalex.org/W2095106682","https://openalex.org/W2100556411","https://openalex.org/W2100705753","https://openalex.org/W2103913786","https://openalex.org/W2117785940","https://openalex.org/W2126252886","https://openalex.org/W2127235472","https://openalex.org/W2134866593","https://openalex.org/W2135137263","https://openalex.org/W2138245427","https://openalex.org/W2138598313","https://openalex.org/W2140958419","https://openalex.org/W2142419873","https://openalex.org/W2146404768","https://openalex.org/W2151289376","https://openalex.org/W2405803404","https://openalex.org/W2566924527","https://openalex.org/W2890592331","https://openalex.org/W2905472194","https://openalex.org/W2962708107","https://openalex.org/W2998785217","https://openalex.org/W3032361233","https://openalex.org/W3100704871","https://openalex.org/W3100735547","https://openalex.org/W3109346590","https://openalex.org/W3118064383","https://openalex.org/W3123857276","https://openalex.org/W3133902371","https://openalex.org/W3207737692","https://openalex.org/W4241419990","https://openalex.org/W4255303157","https://openalex.org/W4281980169","https://openalex.org/W4290044043","https://openalex.org/W4291616406","https://openalex.org/W4301595278","https://openalex.org/W4307854805","https://openalex.org/W4385224836","https://openalex.org/W4388618627"],"related_works":["https://openalex.org/W2034520358","https://openalex.org/W2028099218","https://openalex.org/W2059639161","https://openalex.org/W2586325539","https://openalex.org/W2058895457","https://openalex.org/W1538056422","https://openalex.org/W2029084792","https://openalex.org/W2023738877","https://openalex.org/W2147401053","https://openalex.org/W2026824768"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}