{"id":"https://openalex.org/W2054816525","doi":"https://doi.org/10.1002/ima.1850060410","title":"Bayesian image restoration in astronomy: Application to images of the recent collision of comet shoemaker\u2010levy 9 with jupiter","display_name":"Bayesian image restoration in astronomy: Application to images of the recent collision of comet shoemaker\u2010levy 9 with jupiter","publication_year":1995,"publication_date":"1995-12-01","ids":{"openalex":"https://openalex.org/W2054816525","doi":"https://doi.org/10.1002/ima.1850060410","mag":"2054816525"},"language":"en","primary_location":{"id":"doi:10.1002/ima.1850060410","is_oa":false,"landing_page_url":"https://doi.org/10.1002/ima.1850060410","pdf_url":null,"source":{"id":"https://openalex.org/S15952048","display_name":"International Journal of Imaging Systems and Technology","issn_l":"0899-9457","issn":["0899-9457","1098-1098"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Imaging Systems and Technology","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/A5023830568","display_name":"Rafael Molina","orcid":"https://orcid.org/0000-0003-4694-8588"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"R. Molina","raw_affiliation_strings":["Departamento de Ciencias de la Computacio\u0301n e I.A., Universidad de Granada, 18071 Granada, Espan\u0303a","Departamento de Ciencias de la Computaci\u00f3n e I.A., Universidad de Granada, 18071 Granada, Espa\u00f1a"],"affiliations":[{"raw_affiliation_string":"Departamento de Ciencias de la Computacio\u0301n e I.A., Universidad de Granada, 18071 Granada, Espan\u0303a","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"Departamento de Ciencias de la Computaci\u00f3n e I.A., Universidad de Granada, 18071 Granada, Espa\u00f1a","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090429413","display_name":"Javier Mateos","orcid":"https://orcid.org/0000-0001-8455-1771"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J. Mateos","raw_affiliation_strings":["Departamento de Ciencias de la Computacio\u0301n e I.A., Universidad de Granada, 18071 Granada, Espan\u0303a","Departamento de Ciencias de la Computaci\u00f3n e I.A., Universidad de Granada, 18071 Granada, Espa\u00f1a"],"affiliations":[{"raw_affiliation_string":"Departamento de Ciencias de la Computacio\u0301n e I.A., Universidad de Granada, 18071 Granada, Espan\u0303a","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"Departamento de Ciencias de la Computaci\u00f3n e I.A., Universidad de Granada, 18071 Granada, Espa\u00f1a","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111972939","display_name":"J. Abad","orcid":null},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J. Abad","raw_affiliation_strings":["Departamento de Ciencias de la Computacio\u0301n e I.A., Universidad de Granada, 18071 Granada, Espan\u0303a","Departamento de Ciencias de la Computaci\u00f3n e I.A., Universidad de Granada, 18071 Granada, Espa\u00f1a"],"affiliations":[{"raw_affiliation_string":"Departamento de Ciencias de la Computacio\u0301n e I.A., Universidad de Granada, 18071 Granada, Espan\u0303a","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"Departamento de Ciencias de la Computaci\u00f3n e I.A., Universidad de Granada, 18071 Granada, Espa\u00f1a","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112635014","display_name":"Nicol\u00e1s P\u00e9rez de la Blanca","orcid":null},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"N. P\u00c9Rez De La Blanca","raw_affiliation_strings":["Departamento de Ciencias de la Computacio\u0301n e I.A., Universidad de Granada, 18071 Granada, Espan\u0303a","Departamento de Ciencias de la Computaci\u00f3n e I.A., Universidad de Granada, 18071 Granada, Espa\u00f1a"],"affiliations":[{"raw_affiliation_string":"Departamento de Ciencias de la Computacio\u0301n e I.A., Universidad de Granada, 18071 Granada, Espan\u0303a","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"Departamento de Ciencias de la Computaci\u00f3n e I.A., Universidad de Granada, 18071 Granada, Espa\u00f1a","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102022831","display_name":"A. Molina","orcid":"https://orcid.org/0000-0002-8304-0862"},"institutions":[{"id":"https://openalex.org/I134820265","display_name":"Consejo Superior de Investigaciones Cient\u00edficas","ror":"https://ror.org/02gfc7t72","country_code":"ES","type":"government","lineage":["https://openalex.org/I134820265"]},{"id":"https://openalex.org/I4210159146","display_name":"Instituto de Astrof\u00edsica de Andaluc\u00eda","ror":"https://ror.org/04ka0vh05","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210159146"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"A. Molina","raw_affiliation_strings":["Instituto de Astrofi\u0301sica de Andaluci\u0301a. C.S.I.C., P.O. Box 3004, 18080 Granada, Espan\u0303a","Instituto de Astrof\u00edsica de Andaluc\u00eda. C.S.I.C., P.O. Box 3004, 18080 Granada, Espa\u00f1a"],"affiliations":[{"raw_affiliation_string":"Instituto de Astrofi\u0301sica de Andaluci\u0301a. C.S.I.C., P.O. Box 3004, 18080 Granada, Espan\u0303a","institution_ids":["https://openalex.org/I4210159146"]},{"raw_affiliation_string":"Instituto de Astrof\u00edsica de Andaluc\u00eda. C.S.I.C., P.O. Box 3004, 18080 Granada, Espa\u00f1a","institution_ids":["https://openalex.org/I134820265"]}]},{"author_position":"last","author":{"id":null,"display_name":"F. Moreno","orcid":null},"institutions":[{"id":"https://openalex.org/I134820265","display_name":"Consejo Superior de Investigaciones Cient\u00edficas","ror":"https://ror.org/02gfc7t72","country_code":"ES","type":"government","lineage":["https://openalex.org/I134820265"]},{"id":"https://openalex.org/I4210159146","display_name":"Instituto de Astrof\u00edsica de Andaluc\u00eda","ror":"https://ror.org/04ka0vh05","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210159146"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"F. Moreno","raw_affiliation_strings":["Instituto de Astrofi\u0301sica de Andaluci\u0301a. C.S.I.C., P.O. Box 3004, 18080 Granada, Espan\u0303a","Instituto de Astrof\u00edsica de Andaluc\u00eda. C.S.I.C., P.O. Box 3004, 18080 Granada, Espa\u00f1a"],"affiliations":[{"raw_affiliation_string":"Instituto de Astrofi\u0301sica de Andaluci\u0301a. C.S.I.C., P.O. Box 3004, 18080 Granada, Espan\u0303a","institution_ids":["https://openalex.org/I4210159146"]},{"raw_affiliation_string":"Instituto de Astrof\u00edsica de Andaluc\u00eda. C.S.I.C., P.O. Box 3004, 18080 Granada, Espa\u00f1a","institution_ids":["https://openalex.org/I134820265"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5023830568"],"corresponding_institution_ids":["https://openalex.org/I173304897"],"apc_list":{"value":3450,"currency":"USD","value_usd":3450},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.16355999,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"6","issue":"4","first_page":"370","last_page":"375"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9876000285148621,"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/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":0.9690999984741211,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/comet","display_name":"Comet","score":0.8488630056381226},{"id":"https://openalex.org/keywords/jupiter","display_name":"Jupiter (rocket family)","score":0.712959885597229},{"id":"https://openalex.org/keywords/smoothness","display_name":"Smoothness","score":0.5968692302703857},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4501705467700958},{"id":"https://openalex.org/keywords/astronomy","display_name":"Astronomy","score":0.44454145431518555},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.43715158104896545},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42698365449905396},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.4150530695915222},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.41331803798675537},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2600984573364258},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22649091482162476},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.08090117573738098},{"id":"https://openalex.org/keywords/space-exploration","display_name":"Space exploration","score":0.0704035758972168}],"concepts":[{"id":"https://openalex.org/C94081185","wikidata":"https://www.wikidata.org/wiki/Q3559","display_name":"Comet","level":2,"score":0.8488630056381226},{"id":"https://openalex.org/C22268893","wikidata":"https://www.wikidata.org/wiki/Q1102176","display_name":"Jupiter (rocket family)","level":3,"score":0.712959885597229},{"id":"https://openalex.org/C102634674","wikidata":"https://www.wikidata.org/wiki/Q868473","display_name":"Smoothness","level":2,"score":0.5968692302703857},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4501705467700958},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.44454145431518555},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.43715158104896545},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42698365449905396},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.4150530695915222},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.41331803798675537},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2600984573364258},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22649091482162476},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.08090117573738098},{"id":"https://openalex.org/C104060986","wikidata":"https://www.wikidata.org/wiki/Q180046","display_name":"Space exploration","level":2,"score":0.0704035758972168},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/ima.1850060410","is_oa":false,"landing_page_url":"https://doi.org/10.1002/ima.1850060410","pdf_url":null,"source":{"id":"https://openalex.org/S15952048","display_name":"International Journal of Imaging Systems and Technology","issn_l":"0899-9457","issn":["0899-9457","1098-1098"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Imaging Systems and Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.6800000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W179344782","https://openalex.org/W1656945556","https://openalex.org/W2027077248","https://openalex.org/W2033170737","https://openalex.org/W2086044609","https://openalex.org/W2088909704","https://openalex.org/W2164514024","https://openalex.org/W2170608748","https://openalex.org/W2494084875","https://openalex.org/W2998088478","https://openalex.org/W3108441417","https://openalex.org/W3208668313","https://openalex.org/W4245082200"],"related_works":["https://openalex.org/W2061245293","https://openalex.org/W3049149308","https://openalex.org/W3036339064","https://openalex.org/W3132686465","https://openalex.org/W3080418168","https://openalex.org/W3031501629","https://openalex.org/W2985497073","https://openalex.org/W2050250359","https://openalex.org/W4248964228","https://openalex.org/W2087711200"],"abstract_inverted_index":{"Abstract":[0],"In":[1],"this":[2],"work,":[3],"we":[4,32,68],"examine":[5],"simple":[6],"to":[7,15,35,38,42,51],"complex":[8],"methods":[9],"proposed":[10],"within":[11],"the":[12,25,43,53,64,77,80,83],"Bayesian":[13],"paradigm":[14],"perform":[16],"image":[17,54],"restoration":[18,46],"in":[19],"astronomy.":[20],"We":[21],"start":[22],"by":[23],"describing":[24],"classical":[26,44],"conditional":[27],"and":[28,48,56],"simultaneous":[29],"autoregressions,":[30],"then":[31],"move":[33],"on":[34,60,72],"study":[36],"how":[37,50],"incorporate":[39],"smoothness":[40],"constraints":[41],"Richardson\u2010Lucy":[45],"method":[47],"also":[49],"modify":[52],"scale":[55],"define":[57],"prior":[58],"models":[59,71],"other":[61],"scales":[62],"than":[63],"linear":[65],"one.":[66],"Finally,":[67],"compare":[69],"those":[70],"images":[73],"of":[74,79,82],"Jupiter":[75],"after":[76],"impacts":[78],"fragments":[81],"comet":[84],"Shoemaker\u2010Levy":[85],"9":[86],"at":[87],"two":[88],"wavelengths.":[89]},"counts_by_year":[],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}