{"id":"https://openalex.org/W2615644062","doi":"https://doi.org/10.1109/tci.2017.2704439","title":"A Bayesian Hyperprior Approach for Joint Image Denoising and Interpolation, With an Application to HDR Imaging","display_name":"A Bayesian Hyperprior Approach for Joint Image Denoising and Interpolation, With an Application to HDR Imaging","publication_year":2017,"publication_date":"2017-05-15","ids":{"openalex":"https://openalex.org/W2615644062","doi":"https://doi.org/10.1109/tci.2017.2704439","mag":"2615644062"},"language":"en","primary_location":{"id":"doi:10.1109/tci.2017.2704439","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tci.2017.2704439","pdf_url":null,"source":{"id":"https://openalex.org/S4210233665","display_name":"IEEE Transactions on Computational Imaging","issn_l":"2333-9403","issn":["2333-9403","2573-0436"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1706.03261","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000311399","display_name":"Cecilia Aguerrebere","orcid":"https://orcid.org/0000-0001-7339-9700"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Cecilia Aguerrebere","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Duke University, Durham, NC, USA","ECE - Department of Electrical and Computer Engineering [Durham] (Duke University, Box 90291,  Durham, NC 27708 - United States)"],"raw_orcid":"https://orcid.org/0000-0001-7339-9700","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Duke University, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]},{"raw_affiliation_string":"ECE - Department of Electrical and Computer Engineering [Durham] (Duke University, Box 90291,  Durham, NC 27708 - United States)","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032426541","display_name":"Andr\u00e9s Almansa","orcid":"https://orcid.org/0000-0001-8196-1329"},"institutions":[{"id":"https://openalex.org/I110736937","display_name":"D\u00e9l\u00e9gation Paris 5","ror":"https://ror.org/02e0y6e06","country_code":"FR","type":"government","lineage":["https://openalex.org/I110736937","https://openalex.org/I154526488"]},{"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/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I4210165912","display_name":"Laboratoire Traitement et Communication de l\u2019Information","ror":"https://ror.org/057er4c39","country_code":"FR","type":"facility","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I4210165912"]},{"id":"https://openalex.org/I4387154995","display_name":"Math\u00e9matiques Appliqu\u00e9es \u00e0 Paris 5","ror":"https://ror.org/04yrrdj53","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I204730241","https://openalex.org/I4387154995"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Andres Almansa","raw_affiliation_strings":["MAP5 (CNRS UMR 8145), Universit\u00e9 Paris Descartes, Paris, France","LTCI - Laboratoire Traitement et Communication de l'Information (46 rue Barrault F-75634 Paris Cedex 13 - France)"],"raw_orcid":"https://orcid.org/0000-0001-8196-1329","affiliations":[{"raw_affiliation_string":"MAP5 (CNRS UMR 8145), Universit\u00e9 Paris Descartes, Paris, France","institution_ids":["https://openalex.org/I110736937","https://openalex.org/I204730241","https://openalex.org/I1294671590","https://openalex.org/I4387154995"]},{"raw_affiliation_string":"LTCI - Laboratoire Traitement et Communication de l'Information (46 rue Barrault F-75634 Paris Cedex 13 - France)","institution_ids":["https://openalex.org/I4210165912"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019518434","display_name":"Julie Delon","orcid":"https://orcid.org/0000-0002-7182-7537"},"institutions":[{"id":"https://openalex.org/I110736937","display_name":"D\u00e9l\u00e9gation Paris 5","ror":"https://ror.org/02e0y6e06","country_code":"FR","type":"government","lineage":["https://openalex.org/I110736937","https://openalex.org/I154526488"]},{"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/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I4210102957","display_name":"D\u00e9partement math\u00e9matiques, informatique, sciences de la donn\u00e9e et technologies du num\u00e9rique","ror":"https://ror.org/011emb038","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210088668","https://openalex.org/I4210102957"]},{"id":"https://openalex.org/I4387154995","display_name":"Math\u00e9matiques Appliqu\u00e9es \u00e0 Paris 5","ror":"https://ror.org/04yrrdj53","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I204730241","https://openalex.org/I4387154995"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Julie Delon","raw_affiliation_strings":["MAP5 (CNRS UMR 8145), Universit\u00e9 Paris Descartes, Paris, France","MAP5 - UMR 8145 - Math\u00e9matiques Appliqu\u00e9es Paris 5 (UFR Math\u00e9matiques et Informatique, \r\n45 rue des Saints-P\u00e8res \r\n75270 PARIS CEDEX 06 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MAP5 (CNRS UMR 8145), Universit\u00e9 Paris Descartes, Paris, France","institution_ids":["https://openalex.org/I110736937","https://openalex.org/I204730241","https://openalex.org/I1294671590","https://openalex.org/I4387154995"]},{"raw_affiliation_string":"MAP5 - UMR 8145 - Math\u00e9matiques Appliqu\u00e9es Paris 5 (UFR Math\u00e9matiques et Informatique, \r\n45 rue des Saints-P\u00e8res \r\n75270 PARIS CEDEX 06 - France)","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I4210102957","https://openalex.org/I4387154995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081945174","display_name":"Yann Gousseau","orcid":"https://orcid.org/0000-0001-5249-0847"},"institutions":[{"id":"https://openalex.org/I12356871","display_name":"T\u00e9l\u00e9com Paris","ror":"https://ror.org/01naq7912","country_code":"FR","type":"education","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210165912","display_name":"Laboratoire Traitement et Communication de l\u2019Information","ror":"https://ror.org/057er4c39","country_code":"FR","type":"facility","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I4210165912"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Yann Gousseau","raw_affiliation_strings":["LTCI, T\u00e9l\u00e9com ParisTech, Universit\u00e9 Paris-Saclay, Paris, France","T\u00e9l\u00e9com ParisTech (46 rue Barrault 75634 Paris Cedex 13 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LTCI, T\u00e9l\u00e9com ParisTech, Universit\u00e9 Paris-Saclay, Paris, France","institution_ids":["https://openalex.org/I12356871","https://openalex.org/I277688954","https://openalex.org/I4210165912"]},{"raw_affiliation_string":"T\u00e9l\u00e9com ParisTech (46 rue Barrault 75634 Paris Cedex 13 - France)","institution_ids":["https://openalex.org/I12356871"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103023676","display_name":"Pablo Mus\u00e9","orcid":"https://orcid.org/0000-0002-9199-6469"},"institutions":[{"id":"https://openalex.org/I180910786","display_name":"Universidad de la Rep\u00fablica de Uruguay","ror":"https://ror.org/030bbe882","country_code":"UY","type":"education","lineage":["https://openalex.org/I180910786"]}],"countries":["UY"],"is_corresponding":false,"raw_author_name":"Pablo Muse","raw_affiliation_strings":["Department of Electrical Engineering, Universidad de la Rep\u00fablica, Montevideo, Uruguay","IIE - Instituto de Ingenier\u00eda El\u00e9ctrica (Julio Herrera y Reissig 565, CP : 11.300 Montevideo - Uruguay - Uruguay)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Universidad de la Rep\u00fablica, Montevideo, Uruguay","institution_ids":["https://openalex.org/I180910786"]},{"raw_affiliation_string":"IIE - Instituto de Ingenier\u00eda El\u00e9ctrica (Julio Herrera y Reissig 565, CP : 11.300 Montevideo - Uruguay - Uruguay)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5000311399"],"corresponding_institution_ids":["https://openalex.org/I170897317"],"apc_list":null,"apc_paid":null,"fwci":1.7557,"has_fulltext":false,"cited_by_count":45,"citation_normalized_percentile":{"value":0.91156863,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"3","issue":"4","first_page":"633","last_page":"646"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9998999834060669,"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/T10688","display_name":"Image and Signal Denoising Methods","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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9976000189781189,"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"}},{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9965999722480774,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/inpainting","display_name":"Inpainting","score":0.8144747018814087},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.6649996042251587},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6369472146034241},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.629774808883667},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6287500858306885},{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation (computer graphics)","score":0.5578709244728088},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.5384623408317566},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4679006338119507},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.41684022545814514},{"id":"https://openalex.org/keywords/image-scaling","display_name":"Image scaling","score":0.41405802965164185},{"id":"https://openalex.org/keywords/video-denoising","display_name":"Video denoising","score":0.41141775250434875},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.41080984473228455},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3174609839916229},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.3167780041694641},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.10103338956832886},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.08616819977760315}],"concepts":[{"id":"https://openalex.org/C11727466","wikidata":"https://www.wikidata.org/wiki/Q1628157","display_name":"Inpainting","level":3,"score":0.8144747018814087},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.6649996042251587},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6369472146034241},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.629774808883667},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6287500858306885},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.5578709244728088},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.5384623408317566},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4679006338119507},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.41684022545814514},{"id":"https://openalex.org/C27405340","wikidata":"https://www.wikidata.org/wiki/Q440296","display_name":"Image scaling","level":4,"score":0.41405802965164185},{"id":"https://openalex.org/C30814859","wikidata":"https://www.wikidata.org/wiki/Q4119603","display_name":"Video denoising","level":5,"score":0.41141775250434875},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.41080984473228455},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3174609839916229},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3167780041694641},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.10103338956832886},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.08616819977760315},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C23431618","wikidata":"https://www.wikidata.org/wiki/Q1404672","display_name":"Multiview Video Coding","level":4,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tci.2017.2704439","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tci.2017.2704439","pdf_url":null,"source":{"id":"https://openalex.org/S4210233665","display_name":"IEEE Transactions on Computational Imaging","issn_l":"2333-9403","issn":["2333-9403","2573-0436"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Imaging","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1706.03261","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1706.03261","pdf_url":"https://arxiv.org/pdf/1706.03261","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:HAL:hal-01107519v5","is_oa":false,"landing_page_url":"https://hal.science/hal-01107519","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Computational Imaging, 2017, ⟨10.1109/TCI.2017.2704439⟩","raw_type":"Journal articles"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1706.03261","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1706.03261","pdf_url":"https://arxiv.org/pdf/1706.03261","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.7200000286102295,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G2249808486","display_name":null,"funder_award_id":"ANR-11-LABX-0056-LMH","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G3208177126","display_name":null,"funder_award_id":"ANR-14-CE27-001 (MIRIAM)","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1604599405","https://openalex.org/W1804464592","https://openalex.org/W1964590153","https://openalex.org/W1975400766","https://openalex.org/W1991970753","https://openalex.org/W1995813543","https://openalex.org/W2020799651","https://openalex.org/W2025520295","https://openalex.org/W2027262223","https://openalex.org/W2037391681","https://openalex.org/W2039487641","https://openalex.org/W2045656233","https://openalex.org/W2056370875","https://openalex.org/W2058005980","https://openalex.org/W2068902206","https://openalex.org/W2069281566","https://openalex.org/W2089737804","https://openalex.org/W2091501226","https://openalex.org/W2092245620","https://openalex.org/W2100109944","https://openalex.org/W2103559027","https://openalex.org/W2103802376","https://openalex.org/W2109320267","https://openalex.org/W2113945798","https://openalex.org/W2116554552","https://openalex.org/W2116857329","https://openalex.org/W2117396329","https://openalex.org/W2136396015","https://openalex.org/W2143500192","https://openalex.org/W2152652402","https://openalex.org/W2153663612","https://openalex.org/W2157803030","https://openalex.org/W2162323912","https://openalex.org/W2163887005","https://openalex.org/W2165411585","https://openalex.org/W2172275395","https://openalex.org/W2624760874","https://openalex.org/W4233782578","https://openalex.org/W4236229596","https://openalex.org/W4247218844","https://openalex.org/W4248681815","https://openalex.org/W6685348629","https://openalex.org/W6738934075"],"related_works":["https://openalex.org/W2387796150","https://openalex.org/W1987356308","https://openalex.org/W3119800349","https://openalex.org/W4385272703","https://openalex.org/W2513570774","https://openalex.org/W2139368882","https://openalex.org/W4214691059","https://openalex.org/W4287907666","https://openalex.org/W2792992868","https://openalex.org/W2997240037"],"abstract_inverted_index":{"Recently,":[0],"impressive":[1],"denoising":[2],"results":[3],"have":[4],"been":[5],"achieved":[6],"by":[7],"Bayesian":[8],"approaches":[9],"which":[10,145],"assume":[11],"Gaussian":[12],"models":[13],"for":[14,38],"the":[15,26,49,62,71,113,147,150],"image":[16,56,139],"patches.":[17],"This":[18],"improvement":[19],"in":[20,58,84],"performance":[21],"can":[22,99],"be":[23],"attributed":[24],"to":[25,54,60,70,79,86,108,118,123,131],"use":[27,50],"of":[28,51,92,149],"per-patch":[29],"models.":[30],"Unfortunately":[31],"such":[32],"an":[33,129],"approach":[34],"is":[35,77,115],"particularly":[36,106],"unstable":[37],"most":[39],"inverse":[40],"problems":[41,89],"beyond":[42],"denoising.":[43],"In":[44,121],"this":[45,125],"paper,":[46],"we":[47,127],"propose":[48],"a":[52,137,142],"hyperprior":[53],"model":[55],"patches,":[57],"order":[59,122],"stabilize":[61],"estimation":[63],"procedure.":[64],"There":[65],"are":[66],"two":[67],"main":[68],"advantages":[69],"proposed":[72,151],"restoration":[73],"scheme:":[74],"First,":[75],"it":[76,98],"adapted":[78,117],"diagonal":[80],"degradation":[81],"matrices,":[82],"and":[83],"particular":[85],"missing":[87,93],"data":[88],"(e.g.,":[90],"inpainting":[91],"pixels":[94],"or":[95],"zooming).":[96],"Second,":[97],"deal":[100],"with":[101,141],"signal":[102],"dependent":[103],"noise":[104],"models,":[105],"suited":[107],"digital":[109],"cameras.":[110],"As":[111],"such,":[112],"scheme":[114],"especially":[116],"computational":[119],"photography.":[120],"illustrate":[124],"point,":[126],"provide":[128],"application":[130],"high":[132],"dynamic":[133],"range":[134],"imaging":[135],"from":[136],"single":[138],"taken":[140],"modified":[143],"sensor,":[144],"shows":[146],"effectiveness":[148],"scheme.":[152]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":1}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2017-05-26T00:00:00"}