{"id":"https://openalex.org/W3106557904","doi":"https://doi.org/10.23919/eusipco47968.2020.9287651","title":"Random Illumination Microscopy from Variance Images","display_name":"Random Illumination Microscopy from Variance Images","publication_year":2020,"publication_date":"2020-12-18","ids":{"openalex":"https://openalex.org/W3106557904","doi":"https://doi.org/10.23919/eusipco47968.2020.9287651","mag":"3106557904"},"language":"en","primary_location":{"id":"doi:10.23919/eusipco47968.2020.9287651","is_oa":false,"landing_page_url":"https://doi.org/10.23919/eusipco47968.2020.9287651","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 28th European Signal Processing Conference (EUSIPCO)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5071729698","display_name":"Simon Labouesse","orcid":"https://orcid.org/0000-0002-8318-0814"},"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/I21491767","display_name":"Aix-Marseille Universit\u00e9","ror":"https://ror.org/035xkbk20","country_code":"FR","type":"education","lineage":["https://openalex.org/I21491767"]},{"id":"https://openalex.org/I4210120427","display_name":"Institut de Biologie du D\u00e9veloppement Marseille","ror":"https://ror.org/02me5cy06","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I21491767","https://openalex.org/I4210096427","https://openalex.org/I4210120427"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Simon Labouesse","raw_affiliation_strings":["CNRS, IBDM-UMR7288, Aix Marseille Universit\u00e9, Marseille, France","IBDM - Institut de Biologie du D\u00e9veloppement de Marseille (Case 907 - Parc Scientifique de Luminy 13288 Marseille Cedex 9 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS, IBDM-UMR7288, Aix Marseille Universit\u00e9, Marseille, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I21491767"]},{"raw_affiliation_string":"IBDM - Institut de Biologie du D\u00e9veloppement de Marseille (Case 907 - Parc Scientifique de Luminy 13288 Marseille Cedex 9 - France)","institution_ids":["https://openalex.org/I4210120427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062028668","display_name":"J\u00e9r\u00f4me Idier","orcid":"https://orcid.org/0000-0003-4087-0302"},"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/I4210117005","display_name":"Laboratoire des Sciences du Num\u00e9rique de Nantes","ror":"https://ror.org/02snf8m58","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100445878","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I4210117005","https://openalex.org/I4210124215","https://openalex.org/I4210127572","https://openalex.org/I4210139971","https://openalex.org/I97188460","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I97188460","display_name":"Nantes Universit\u00e9","ror":"https://ror.org/03gnr7b55","country_code":"FR","type":"education","lineage":["https://openalex.org/I97188460"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jerome Idier","raw_affiliation_strings":["CNRS, Laboratoire des Sciences du Num\u00e9rique de Nantes, Nantes, France","LS2N - Laboratoire des Sciences du Num\u00e9rique de Nantes (Universit\u00e9 de Nantes \u2013 facult\u00e9 des Sciences et Techniques (FST)\r\n2 Chemin de la Houssini\u00e8re\r\nBP 92208, 44322 Nantes Cedex 3 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS, Laboratoire des Sciences du Num\u00e9rique de Nantes, Nantes, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210117005","https://openalex.org/I97188460"]},{"raw_affiliation_string":"LS2N - Laboratoire des Sciences du Num\u00e9rique de Nantes (Universit\u00e9 de Nantes \u2013 facult\u00e9 des Sciences et Techniques (FST)\r\n2 Chemin de la Houssini\u00e8re\r\nBP 92208, 44322 Nantes Cedex 3 - France)","institution_ids":["https://openalex.org/I4210117005","https://openalex.org/I97188460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112892148","display_name":"Anne Sentenac","orcid":null},"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/I4210125985","display_name":"Institut Fresnel","ror":"https://ror.org/03br1wy20","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I21491767","https://openalex.org/I4210095849","https://openalex.org/I4210125985","https://openalex.org/I4210142724"]},{"id":"https://openalex.org/I4210148721","display_name":"Science et M\u00e9decine (France)","ror":"https://ror.org/04xxthg27","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210148721"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Anne Sentenac","raw_affiliation_strings":["CNRS, Institut Fresnel, Marseille, France","FRESNEL - Institut FRESNEL (Facult\u00e9 des Sciences et Techniques\r\navenue Escadrille Normandie Niemen \r\n13 397 Marseille cedex 20 - France)","SEMO - SEMO (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS, Institut Fresnel, Marseille, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210125985"]},{"raw_affiliation_string":"FRESNEL - Institut FRESNEL (Facult\u00e9 des Sciences et Techniques\r\navenue Escadrille Normandie Niemen \r\n13 397 Marseille cedex 20 - France)","institution_ids":["https://openalex.org/I4210125985"]},{"raw_affiliation_string":"SEMO - SEMO (France)","institution_ids":["https://openalex.org/I4210148721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081568307","display_name":"Thomas Mangeat","orcid":"https://orcid.org/0000-0003-4058-1359"},"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/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]},{"id":"https://openalex.org/I4210099303","display_name":"Centre de Biologie du D\u00e9veloppement","ror":"https://ror.org/017bbxn17","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I134560555","https://openalex.org/I4210096427","https://openalex.org/I4210099303"]},{"id":"https://openalex.org/I4405266242","display_name":"Centre de Biologie Int\u00e9grative de Toulouse","ror":"https://ror.org/01f4pb571","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4405258862","https://openalex.org/I4405266242"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Thomas Mangeat","raw_affiliation_strings":["CNRS, Centre de Biologie Int\u00e9grative, Toulouse, France","CBI - Centre de Biologie Int\u00e9grative (Universit\u00e9 Paul Sabatier,18 Route de Narbonne, 31062 Toulouse - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS, Centre de Biologie Int\u00e9grative, Toulouse, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210099303","https://openalex.org/I4405266242"]},{"raw_affiliation_string":"CBI - Centre de Biologie Int\u00e9grative (Universit\u00e9 Paul Sabatier,18 Route de Narbonne, 31062 Toulouse - France)","institution_ids":["https://openalex.org/I134560555","https://openalex.org/I4405266242"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107913116","display_name":"Marc Allain","orcid":null},"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/I4210125985","display_name":"Institut Fresnel","ror":"https://ror.org/03br1wy20","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I21491767","https://openalex.org/I4210095849","https://openalex.org/I4210125985","https://openalex.org/I4210142724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marc Allain","raw_affiliation_strings":["CNRS, Institut Fresnel, Marseille, France","COMiX - Coherent Optical Microscopy and X-rays (France)","FRESNEL - Institut FRESNEL (Facult\u00e9 des Sciences et Techniques\r\navenue Escadrille Normandie Niemen \r\n13 397 Marseille cedex 20 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS, Institut Fresnel, Marseille, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210125985"]},{"raw_affiliation_string":"COMiX - Coherent Optical Microscopy and X-rays (France)","institution_ids":[]},{"raw_affiliation_string":"FRESNEL - Institut FRESNEL (Facult\u00e9 des Sciences et Techniques\r\navenue Escadrille Normandie Niemen \r\n13 397 Marseille cedex 20 - France)","institution_ids":["https://openalex.org/I4210125985"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"785","last_page":"789"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10540","display_name":"Advanced Fluorescence Microscopy Techniques","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10540","display_name":"Advanced Fluorescence Microscopy Techniques","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T11569","display_name":"Optical Coherence Tomography Applications","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/robustness","display_name":"Robustness (evolution)","score":0.68598473072052},{"id":"https://openalex.org/keywords/speckle-pattern","display_name":"Speckle pattern","score":0.5834124088287354},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5811036825180054},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.550796627998352},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.508611798286438},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4630681574344635},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4585104286670685},{"id":"https://openalex.org/keywords/variance-reduction","display_name":"Variance reduction","score":0.44738131761550903},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4348200857639313},{"id":"https://openalex.org/keywords/speckle-noise","display_name":"Speckle noise","score":0.42477312684059143},{"id":"https://openalex.org/keywords/microscopy","display_name":"Microscopy","score":0.4208817481994629},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.42032235860824585},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37313157320022583},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3268490433692932},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.28776979446411133},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.2760580778121948},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2430306375026703},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11269363760948181}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.68598473072052},{"id":"https://openalex.org/C102290492","wikidata":"https://www.wikidata.org/wiki/Q7575045","display_name":"Speckle pattern","level":2,"score":0.5834124088287354},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5811036825180054},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.550796627998352},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.508611798286438},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4630681574344635},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4585104286670685},{"id":"https://openalex.org/C62644790","wikidata":"https://www.wikidata.org/wiki/Q3454689","display_name":"Variance reduction","level":3,"score":0.44738131761550903},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4348200857639313},{"id":"https://openalex.org/C180940675","wikidata":"https://www.wikidata.org/wiki/Q7575045","display_name":"Speckle noise","level":3,"score":0.42477312684059143},{"id":"https://openalex.org/C147080431","wikidata":"https://www.wikidata.org/wiki/Q1074953","display_name":"Microscopy","level":2,"score":0.4208817481994629},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.42032235860824585},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37313157320022583},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3268490433692932},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28776979446411133},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.2760580778121948},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2430306375026703},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11269363760948181},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","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},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"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/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/eusipco47968.2020.9287651","is_oa":false,"landing_page_url":"https://doi.org/10.23919/eusipco47968.2020.9287651","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 28th European Signal Processing Conference (EUSIPCO)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03010108v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03010108","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":"https://eusipco2020.org/","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2986134148","display_name":"Superresolution with optical diffraction tomographic microscopy","funder_award_id":"ANR-12-BS03-0006","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":22,"referenced_works":["https://openalex.org/W1488435683","https://openalex.org/W2001519219","https://openalex.org/W2051434435","https://openalex.org/W2075119852","https://openalex.org/W2090763677","https://openalex.org/W2125271052","https://openalex.org/W2149241780","https://openalex.org/W2166980305","https://openalex.org/W2467488347","https://openalex.org/W2546606549","https://openalex.org/W2595142274","https://openalex.org/W2606405434","https://openalex.org/W2610857016","https://openalex.org/W2767701102","https://openalex.org/W2883656376","https://openalex.org/W2901691361","https://openalex.org/W3002039969","https://openalex.org/W3101212495","https://openalex.org/W3105846499","https://openalex.org/W4211085178","https://openalex.org/W4241550261","https://openalex.org/W6753002078"],"related_works":["https://openalex.org/W2065648684","https://openalex.org/W2009383287","https://openalex.org/W2042914788","https://openalex.org/W2182190754","https://openalex.org/W4321264664","https://openalex.org/W2055824452","https://openalex.org/W2121688719","https://openalex.org/W2727313114","https://openalex.org/W2016481886","https://openalex.org/W4241911733"],"abstract_inverted_index":{"We":[0],"propose":[1],"a":[2,21,57,98],"reconstruction":[3],"algorithm":[4],"called":[5],"algoRIM":[6],"for":[7],"super-resolution":[8],"fluorescence":[9],"microscopy,":[10],"based":[11],"on":[12],"speckle":[13],"illuminations":[14],"and":[15,38,79,90],"image":[16],"variance":[17,53],"matching.":[18],"Superresolution":[19],"with":[20],"factor":[22],"two":[23],"or":[24],"close":[25],"can":[26,87],"be":[27,88],"achieved":[28],"under":[29],"realistic":[30],"conditions":[31],"in":[32,92],"terms":[33],"of":[34,36,50,60,105],"number":[35],"images":[37],"signal":[39],"to":[40,56,75,85,101],"noise":[41,86],"ratio.":[42],"Here,":[43],"our":[44],"key":[45],"result":[46],"is":[47,97],"an":[48,93],"approximation":[49],"the":[51,61,68,76,81,102],"statistical":[52,82],"equation,":[54],"leading":[55],"drastic":[58],"reduction":[59],"computational":[62],"complexity.":[63],"Moreover,":[64],"we":[65],"demonstrate":[66],"that":[67,80],"unmodulated":[69],"out-of-focus":[70],"light":[71],"does":[72],"not":[73],"contribute":[74],"data":[77],"variance,":[78],"component":[83],"due":[84],"estimated":[89],"removed":[91],"unsupervised":[94],"way,":[95],"which":[96],"crucial":[99],"contribution":[100],"practical":[103],"robustness":[104],"algoRIM.":[106]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}