{"id":"https://openalex.org/W4392623907","doi":"https://doi.org/10.5194/egusphere-egu24-15813","title":"Instrument-to-Instrument translation: An AI tool to intercalibrate, enhance and super-resolve solar observations","display_name":"Instrument-to-Instrument translation: An AI tool to intercalibrate, enhance and super-resolve solar observations","publication_year":2024,"publication_date":"2024-03-09","ids":{"openalex":"https://openalex.org/W4392623907","doi":"https://doi.org/10.5194/egusphere-egu24-15813"},"language":"en","primary_location":{"id":"doi:10.5194/egusphere-egu24-15813","doi":"https://doi.org/10.5194/egusphere-egu24-15813","is_oa":true,"landing_page_url":"https://doi.org/10.5194/egusphere-egu24-15813","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"volume":null,"type":"conference-abstract","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5194/egusphere-egu24-15813","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010220430","display_name":"Christoph Schirninger","orcid":"https://orcid.org/0009-0004-2182-2596","observed_orcids":["https://orcid.org/0009-0004-2182-2596"]},"institutions":[{"id":"https://openalex.org/I15766117","display_name":"University of Graz","ror":"https://ror.org/01faaaf77","country_code":"AT","type":"education","lineage":["https://openalex.org/I15766117"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Christoph Schirninger","raw_affiliation_strings":["Institute of Physics, University of Graz, Austria"],"raw_orcid":"https://orcid.org/0009-0004-2182-2596","affiliations":[{"raw_affiliation_string":"Institute of Physics, University of Graz, Austria","institution_ids":["https://openalex.org/I15766117"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052349543","display_name":"Astrid Veronig","orcid":"https://orcid.org/0000-0003-2073-002X","observed_orcids":["https://orcid.org/0000-0003-2073-002X"]},"institutions":[{"id":"https://openalex.org/I15766117","display_name":"University of Graz","ror":"https://ror.org/01faaaf77","country_code":"AT","type":"education","lineage":["https://openalex.org/I15766117"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Astrid Veronig","raw_affiliation_strings":["Institute of Physics, University of Graz, Austria","Kanzelh\u00f6he Observatory for Solar and Environmental Research, University of Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Physics, University of Graz, Austria","institution_ids":["https://openalex.org/I15766117"]},{"raw_affiliation_string":"Kanzelh\u00f6he Observatory for Solar and Environmental Research, University of Graz, Austria","institution_ids":["https://openalex.org/I15766117"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061102890","display_name":"Robert Jarolim","orcid":"https://orcid.org/0000-0002-9309-2981","observed_orcids":["https://orcid.org/0000-0002-9309-2981"]},"institutions":[{"id":"https://openalex.org/I115194318","display_name":"NSF NCAR High Altitude Observatory","ror":"https://ror.org/03773p874","country_code":"US","type":"facility","lineage":["https://openalex.org/I107766831","https://openalex.org/I115194318","https://openalex.org/I1311060795","https://openalex.org/I2799356940","https://openalex.org/I4210141337","https://openalex.org/I4210150888"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Jarolim","raw_affiliation_strings":["High Altitude Observatory, Boulder, USA"],"raw_orcid":"https://orcid.org/0000-0002-9309-2981","affiliations":[{"raw_affiliation_string":"High Altitude Observatory, Boulder, USA","institution_ids":["https://openalex.org/I115194318"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069495214","display_name":"J. Emmanuel Johnson","orcid":"https://orcid.org/0000-0002-6739-0053","observed_orcids":["https://orcid.org/0000-0002-6739-0053"]},"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/I4210121220","display_name":"Institut des G\u00e9osciences de l'Environnement","ror":"https://ror.org/01wwcfa26","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210113730","https://openalex.org/I4210121220","https://openalex.org/I4210131494","https://openalex.org/I4210139971","https://openalex.org/I4210148025","https://openalex.org/I4210150872","https://openalex.org/I4210166444","https://openalex.org/I4387154391","https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"J. Emmanuel Johnson","raw_affiliation_strings":["Institut des G\u00e9osciences de l'Environnement (MEOM), CNRS, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut des G\u00e9osciences de l'Environnement (MEOM), CNRS, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210121220"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066516763","display_name":"Anna Jungbluth","orcid":"https://orcid.org/0000-0002-9888-6262","observed_orcids":["https://orcid.org/0000-0002-9888-6262"]},"institutions":[{"id":"https://openalex.org/I2801994115","display_name":"European Space Agency","ror":"https://ror.org/03wd9za21","country_code":"FR","type":"nonprofit","lineage":["https://openalex.org/I2801994115"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Anna Jungbluth","raw_affiliation_strings":["European Space Agency - ESA"],"raw_orcid":"https://orcid.org/0000-0002-9888-6262","affiliations":[{"raw_affiliation_string":"European Space Agency - ESA","institution_ids":["https://openalex.org/I2801994115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046535044","display_name":"Richard Galvez","orcid":"https://orcid.org/0000-0002-4780-9566","observed_orcids":["https://orcid.org/0000-0002-4780-9566"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Richard Galvez","raw_affiliation_strings":["Trillium Technologies, Inc, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Trillium Technologies, Inc, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047819875","display_name":"Lilli Johanna Freischem","orcid":"https://orcid.org/0009-0001-5829-2718","observed_orcids":["https://orcid.org/0009-0001-5829-2718"]},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lilli Freischem","raw_affiliation_strings":["Department of Physics, University of Oxford, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics, University of Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5094107806","display_name":"Anne Spalding","orcid":"https://orcid.org/0009-0008-4045-7781","observed_orcids":["https://orcid.org/0009-0008-4045-7781"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anne Spalding","raw_affiliation_strings":["Trillium Technologies, Inc, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Trillium Technologies, Inc, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5010220430","https://openalex.org/A5066516763"],"corresponding_institution_ids":["https://openalex.org/I15766117","https://openalex.org/I2801994115"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10251","display_name":"Solar and Space Plasma Dynamics","score":0.8604000210762024,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10251","display_name":"Solar and Space Plasma Dynamics","score":0.8604000210762024,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.08420000225305557,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.006899999920278788,"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/cross-calibration","display_name":"cross-calibration","score":0.7459999918937683},{"id":"https://openalex.org/keywords/image-super-resolution","display_name":"image super-resolution","score":0.7009999752044678},{"id":"https://openalex.org/keywords/image-enhancement","display_name":"image enhancement","score":0.949999988079071},{"id":"https://openalex.org/keywords/unpaired-image-to-image-translation","display_name":"unpaired image-to-image translation","score":0.9599999785423279},{"id":"https://openalex.org/keywords/light-curves","display_name":"light curves","score":0.5040000081062317}],"concepts":[{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.6123999953269958},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41052478551864624},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3455977439880371},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32301628589630127},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25434184074401855},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.12790587544441223},{"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/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5194/egusphere-egu24-15813","doi":"https://doi.org/10.5194/egusphere-egu24-15813","is_oa":true,"landing_page_url":"https://doi.org/10.5194/egusphere-egu24-15813","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.5194/egusphere-egu24-15813","doi":"https://doi.org/10.5194/egusphere-egu24-15813","is_oa":true,"landing_page_url":"https://doi.org/10.5194/egusphere-egu24-15813","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4213436213","https://openalex.org/W4415251027","https://openalex.org/W4409147731","https://openalex.org/W7204674321","https://openalex.org/W3099426790","https://openalex.org/W3173299681","https://openalex.org/W3033460768","https://openalex.org/W3118779187","https://openalex.org/W3112674634","https://openalex.org/W3115955053"],"abstract_inverted_index":{"Various":[0],"instruments":[1],"are":[2,17,48],"used":[3],"to":[4,21,137,150,190,198],"study":[5],"the":[6,115,144,170,191],"Sun,":[7],"including":[8],"ground-based":[9,35],"observatories":[10],"and":[11,44,85,130,143,175,193,201,216],"space":[12],"telescopes.":[13],"These":[14],"data":[15,46,138],"products":[16,47],"constantly":[18],"changing":[19],"due":[20],"technological":[22],"improvements,":[23],"different":[24,71,160],"instrumentation,":[25],"or":[26,39,109],"atmospheric":[27],"effects.":[28],"However,":[29],"for":[30,127],"certain":[31],"applications":[32,129],"such":[33],"as":[34,123],"solar":[36,40],"image":[37,72,79],"reconstruction":[38],"cycle":[41],"studies,":[42],"enhanced":[43],"combined":[45],"necessary.We":[49],"present":[50],"a":[51,101,124,152,210],"general":[52,125],"AI":[53],"tool":[54,92,126],"called":[55],"Instrument-to-Instrument":[56],"(ITI;":[57],"Jarolim":[58],"et":[59],"al.":[60],"2023)":[61],"translation,":[62,98],"which":[63,99],"is":[64,93,112,187,207],"capable":[65],"of":[66,82,104,166,173,181],"translating":[67],"datasets":[68,200],"between":[69,114],"two":[70],"domains.":[73],"This":[74,205],"approach":[75],"enables":[76,100],"instrument":[77],"intercalibration,":[78],"enhancement,":[80],"mitigation":[81],"quality":[83],"degradations,":[84],"super-resolution":[86],"across":[87],"multiple":[88],"wavelength":[89],"bands.":[90],"The":[91,163,179],"built":[94],"on":[95],"unpaired":[96],"image-to-image":[97],"wide":[102],"range":[103],"applications,":[105],"where":[106],"no":[107],"spatial":[108],"temporal":[110],"overlap":[111],"required":[113],"considered":[116],"datasets.In":[117],"this":[118],"presentation,":[119],"we":[120],"highlight":[121],"ITI":[122],"Heliospheric":[128],"demonstrate":[131],"its":[132],"capabilities":[133],"by":[134,218],"applying":[135],"it":[136],"from":[139],"Solar":[140,145],"Orbiter/EUI,":[141],"PROBA2/SWAP,":[142],"Dynamics":[146],"Observatory/AIA":[147],"in":[148],"order":[149],"achieve":[151],"homogenous,":[153],"machine-learning":[154],"ready":[155],"dataset":[156],"that":[157],"combines":[158],"three":[159],"EUV":[161],"imagers.":[162],"direct":[164],"comparison":[165],"aligned":[167],"observations":[168],"shows":[169],"close":[171],"relation":[172],"ITI-enhanced":[174],"real":[176],"high-quality":[177],"observations.":[178],"evaluation":[180],"light-curves":[182],"demonstrates":[183],"an":[184],"improved":[185],"inter-calibration.ITI":[186],"provided":[188],"open-source":[189],"community":[192],"can":[194],"be":[195],"easily":[196],"applied":[197],"novel":[199],"various":[202],"research":[203,206],"applications.":[204],"funded":[208],"through":[209],"NASA":[211],"22-MDRAIT22-0018":[212],"award":[213],"(No":[214],"80NSSC23K1045)":[215],"managed":[217],"Trillium":[219],"Technologies,":[220],"Inc":[221],"(trillium.tech)":[222]},"counts_by_year":[],"updated_date":"2026-09-24T07:57:37.273135","created_date":"2024-03-10T00:00:00"}