{"id":"https://openalex.org/W4390895321","doi":"https://doi.org/10.1109/isbi56570.2024.10635791","title":"Physics-Inspired Generative Adversarial Modelling for Fluctuation-Based Super-Resolution Microscopy","display_name":"Physics-Inspired Generative Adversarial Modelling for Fluctuation-Based Super-Resolution Microscopy","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4390895321","doi":"https://doi.org/10.1109/isbi56570.2024.10635791"},"language":"en","primary_location":{"id":"doi:10.1109/isbi56570.2024.10635791","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isbi56570.2024.10635791","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04306601v1/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5106653409","display_name":"Hamza Mentagui","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/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hamza Mentagui","raw_affiliation_strings":["Universit&#x00E9; C&#x00F4;te d&#x2019;Azur,CNRS, INRIA, I3S,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; C&#x00F4;te d&#x2019;Azur,CNRS, INRIA, I3S,France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019449011","display_name":"Luca Calatroni","orcid":"https://orcid.org/0000-0003-3887-1859"},"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/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Luca Calatroni","raw_affiliation_strings":["Universit&#x00E9; C&#x00F4;te d&#x2019;Azur,CNRS, INRIA, I3S,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; C&#x00F4;te d&#x2019;Azur,CNRS, INRIA, I3S,France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038534132","display_name":"S\u00e9bastien Schaub","orcid":"https://orcid.org/0000-0002-9624-3271"},"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/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210155524","display_name":"Laboratoire de Biologie du D\u00e9veloppement de Villefranche-sur-Mer","ror":"https://ror.org/04hke8425","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I39804081","https://openalex.org/I4210096427","https://openalex.org/I4210155524","https://openalex.org/I4389425234"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"S\u00e9bastien Schaub","raw_affiliation_strings":["Sorbonne Universit&#x00E9;,CNRS, LBDV,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sorbonne Universit&#x00E9;,CNRS, LBDV,France","institution_ids":["https://openalex.org/I4210155524","https://openalex.org/I1294671590","https://openalex.org/I39804081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106034559","display_name":"Laure Blanc\u2010F\u00e9raud","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/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Laure Blanc-F\u00e9raud","raw_affiliation_strings":["Universit&#x00E9; C&#x00F4;te d&#x2019;Azur,CNRS, INRIA, I3S,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; C&#x00F4;te d&#x2019;Azur,CNRS, INRIA, I3S,France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00205037,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"27","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10540","display_name":"Advanced Fluorescence Microscopy Techniques","score":0.9994000196456909,"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":0.9994000196456909,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9988999962806702,"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/T11897","display_name":"Digital Holography and Microscopy","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6761019229888916},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.6271511912345886},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.5276704430580139},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44661304354667664},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.41927778720855713},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3616023063659668},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.3385617434978485}],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6761019229888916},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.6271511912345886},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.5276704430580139},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44661304354667664},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.41927778720855713},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3616023063659668},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.3385617434978485}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/isbi56570.2024.10635791","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isbi56570.2024.10635791","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04306601v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04306601","pdf_url":"https://hal.science/hal-04306601v1/document","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://ieeexplore.ieee.org/xpl/conhome/10635099/proceeding","raw_type":"Conference papers"},{"id":"pmh:oai:iris.unige.it:11567/1229298","is_oa":false,"landing_page_url":"https://hdl.handle.net/11567/1229298","pdf_url":null,"source":{"id":"https://openalex.org/S4377196291","display_name":"CINECA IRIS Institutial Research Information System (University of Genoa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83816512","host_organization_name":"University of Genoa","host_organization_lineage":["https://openalex.org/I83816512"],"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04306601v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04306601","pdf_url":"https://hal.science/hal-04306601v1/document","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://ieeexplore.ieee.org/xpl/conhome/10635099/proceeding","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1092609934","display_name":"Blind inverse problems and optical microscopy","funder_award_id":"ANR-21-CE48-0008","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G2113015678","display_name":"3IA C\u00f4te d'Azur","funder_award_id":"ANR-19-P3IA-0002","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G2256364591","display_name":"Task-adapted bilevel learning of flexible statistical models for imaging and vision","funder_award_id":"ANR-22-CE48-0010","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G8202435710","display_name":null,"funder_award_id":"19-P3IA-0002","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G8318455765","display_name":null,"funder_award_id":"ANR-19","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G8940204381","display_name":"Partitioning Sparse Matrices and Clustering Separators to enhance Low-Rank Compression","funder_award_id":"ANR-22-CE46-0004","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":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390895321.pdf"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W2113146347","https://openalex.org/W2467488347","https://openalex.org/W2512505748","https://openalex.org/W2516778335","https://openalex.org/W2767701102","https://openalex.org/W2903629831","https://openalex.org/W2963709974","https://openalex.org/W3048671742","https://openalex.org/W3093637471","https://openalex.org/W3101212495","https://openalex.org/W3164634815","https://openalex.org/W3190979825","https://openalex.org/W4213291644","https://openalex.org/W4295521014","https://openalex.org/W4320013936","https://openalex.org/W4361198686","https://openalex.org/W4376455628","https://openalex.org/W6631190155","https://openalex.org/W6735913928","https://openalex.org/W6741832134"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W4246396837","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492","https://openalex.org/W4310988119","https://openalex.org/W4285226279","https://openalex.org/W4288019534"],"abstract_inverted_index":{"Image":[0],"super-resolution":[1],"techniques":[2,23],"exploiting":[3],"the":[4,59,94,98,125,128],"stochastic":[5],"fluctuations":[6,85],"of":[7,40,49,88,97,101,127],"image":[8],"intensities":[9],"have":[10],"become":[11],"a":[12,55,67,72,89,109,140,147],"powerful":[13],"tool":[14],"in":[15],"fluorescence":[16,82],"microscopy.":[17],"Compared":[18],"to":[19],"other":[20],"approaches,":[21],"these":[22,41],"can":[24,43],"be":[25,44],"applied":[26],"under":[27],"standard":[28],"acquisition":[29],"settings":[30],"and":[31,70,83,103,115,132,135],"do":[32],"not":[33],"require":[34],"special":[35],"microscopes":[36],"nor":[37],"fluorophores.":[38],"Most":[39],"approaches":[42],"mathematically":[45],"modelled":[46],"making":[47],"use":[48],"second-order":[50],"statistics":[51],"possibly":[52],"combined":[53],"with":[54,146],"priori":[56],"regularisation":[57],"on":[58,77,124,139],"desired":[60],"solution.":[61],"In":[62],"this":[63],"work,":[64],"we":[65],"consider":[66],"different":[68],"paradigm":[69],"formulate":[71],"physical-inspired":[73],"data-driven":[74],"approach":[75,111],"based":[76],"generative":[78],"learning.":[79],"By":[80],"simulating":[81],"noise":[84],"by":[86],"means":[87],"suitable":[90],"double":[91],"Poisson-type":[92],"process,":[93],"unknown":[95],"distribution":[96],"fluctuating":[99],"sequence":[100],"low-resolution":[102],"noisy":[104],"images":[105],"is":[106],"approximated":[107],"via":[108],"GAN-type":[110],"where":[112],"both":[113],"physical":[114],"network":[116],"parameters":[117],"are":[118],"optimised.":[119],"We":[120],"provide":[121],"theoretical":[122],"insights":[123],"choice":[126],"corresponding":[129],"cost":[130],"functionals":[131],"gradient":[133],"computations,":[134],"assess":[136],"practical":[137],"performance":[138],"simulated":[141],"Argolight":[142],"pattern":[143],"comparing":[144],"it":[145],"baseline":[148],"method.":[149]},"counts_by_year":[],"updated_date":"2026-06-22T08:00:12.763002","created_date":"2024-01-16T00:00:00"}
