{"id":"https://openalex.org/W4381597015","doi":"https://doi.org/10.23919/eusipco58844.2023.10289870","title":"Combining Multi-Spectral Data With Statistical and Deep-Learning Models for Improved Exoplanet Detection in Direct Imaging at High Contrast","display_name":"Combining Multi-Spectral Data With Statistical and Deep-Learning Models for Improved Exoplanet Detection in Direct Imaging at High Contrast","publication_year":2023,"publication_date":"2023-09-04","ids":{"openalex":"https://openalex.org/W4381597015","doi":"https://doi.org/10.23919/eusipco58844.2023.10289870"},"language":"en","primary_location":{"id":"doi:10.23919/eusipco58844.2023.10289870","is_oa":false,"landing_page_url":"https://doi.org/10.23919/eusipco58844.2023.10289870","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 31st European Signal Processing Conference (EUSIPCO)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04136362/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112562878","display_name":"Olivier Flasseur","orcid":"https://orcid.org/0000-0003-4885-3275"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I113428412","display_name":"\u00c9cole Normale Sup\u00e9rieure de Lyon","ror":"https://ror.org/04zmssz18","country_code":"FR","type":"education","lineage":["https://openalex.org/I113428412","https://openalex.org/I203339264"]},{"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/I4210088987","display_name":"Centre de Recherche Astrophysique de Lyon","ror":"https://ror.org/0084x3h80","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I113428412","https://openalex.org/I113428412","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210088987","https://openalex.org/I4405259976","https://openalex.org/I4405263940","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Olivier Flasseur","raw_affiliation_strings":["Centre de Recherche Astrophysique de Lyon, CNRS, Univ. de Lyon, Univ. Claude Bernard Lyon 1,ENS de Lyon,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre de Recherche Astrophysique de Lyon, CNRS, Univ. de Lyon, Univ. Claude Bernard Lyon 1,ENS de Lyon,France","institution_ids":["https://openalex.org/I100532134","https://openalex.org/I4210088987","https://openalex.org/I113428412","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026845912","display_name":"Th\u00e9o Bodrito","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/I29607241","display_name":"\u00c9cole Normale Sup\u00e9rieure - PSL","ror":"https://ror.org/05a0dhs15","country_code":"FR","type":"other","lineage":["https://openalex.org/I2746051580","https://openalex.org/I29607241"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Th\u00e9o Bodrito","raw_affiliation_strings":["(ENS-PSL, CNRS, Inria),Département d'Informatique de l'Ecole Normale Supérieure,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"(ENS-PSL, CNRS, Inria),Département d'Informatique de l'Ecole Normale Supérieure,France","institution_ids":["https://openalex.org/I29607241","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062817741","display_name":"Julien Mairal","orcid":"https://orcid.org/0000-0001-6991-2110"},"institutions":[{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"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/I4210101348","display_name":"Centre Inria de l'Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/00n8d6z93","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210101348"]},{"id":"https://openalex.org/I4210149092","display_name":"Laboratoire Jean Kuntzmann","ror":"https://ror.org/04ett5b41","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210149092","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Julien Mairal","raw_affiliation_strings":["Univ. Grenoble Alpes, Inria, CNRS, Grenoble INP, LJK,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Grenoble Alpes, Inria, CNRS, Grenoble INP, LJK,France","institution_ids":["https://openalex.org/I4210101348","https://openalex.org/I4210149092","https://openalex.org/I1294671590","https://openalex.org/I106785703","https://openalex.org/I899635006"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111964058","display_name":"Jean Ponce","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/I29607241","display_name":"\u00c9cole Normale Sup\u00e9rieure - PSL","ror":"https://ror.org/05a0dhs15","country_code":"FR","type":"other","lineage":["https://openalex.org/I2746051580","https://openalex.org/I29607241"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["FR","US"],"is_corresponding":false,"raw_author_name":"Jean Ponce","raw_affiliation_strings":["(ENS-PSL, CNRS, Inria),Département d'Informatique de l'Ecole Normale Supérieure,France","CDS - Center for Data Science [NYU] (New York University, CDS,  7th floor, 60 5th Ave, New York, NY, 1001 - United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"(ENS-PSL, CNRS, Inria),Département d'Informatique de l'Ecole Normale Supérieure,France","institution_ids":["https://openalex.org/I29607241","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"CDS - Center for Data Science [NYU] (New York University, CDS,  7th floor, 60 5th Ave, New York, NY, 1001 - United States)","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041219071","display_name":"M. Langlois","orcid":"https://orcid.org/0000-0003-3574-9903"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I113428412","display_name":"\u00c9cole Normale Sup\u00e9rieure de Lyon","ror":"https://ror.org/04zmssz18","country_code":"FR","type":"education","lineage":["https://openalex.org/I113428412","https://openalex.org/I203339264"]},{"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/I4210088987","display_name":"Centre de Recherche Astrophysique de Lyon","ror":"https://ror.org/0084x3h80","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I113428412","https://openalex.org/I113428412","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210088987","https://openalex.org/I4405259976","https://openalex.org/I4405263940","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Maud Langlois","raw_affiliation_strings":["Centre de Recherche Astrophysique de Lyon, CNRS, Univ. de Lyon, Univ. Claude Bernard Lyon 1,ENS de Lyon,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre de Recherche Astrophysique de Lyon, CNRS, Univ. de Lyon, Univ. Claude Bernard Lyon 1,ENS de Lyon,France","institution_ids":["https://openalex.org/I100532134","https://openalex.org/I4210088987","https://openalex.org/I113428412","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107470243","display_name":"Anne-Marie Lagrangev","orcid":null},"institutions":[{"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/I4210120578","display_name":"Laboratoire d\u2019\u00e9tudes spatiales et d\u2019instrumentation en astrophysique","ror":"https://ror.org/02eptjh02","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I204730241","https://openalex.org/I2746051580","https://openalex.org/I2800004676","https://openalex.org/I39804081","https://openalex.org/I4210120578","https://openalex.org/I4210148025"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Anne-Marie Lagrangev","raw_affiliation_strings":["Univ. PSL, Sorbonne Univ., Univ. Diderot,Laboratoire d'Etudes Spatiales et d'Instrumentation en Astrophysique, Obs. de Paris,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. PSL, Sorbonne Univ., Univ. Diderot,Laboratoire d'Etudes Spatiales et d'Instrumentation en Astrophysique, Obs. de Paris,France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210120578"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8483,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.73307597,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1723","last_page":"1727"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10039","display_name":"Stellar, planetary, and galactic studies","score":0.993399977684021,"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/T10039","display_name":"Stellar, planetary, and galactic studies","score":0.993399977684021,"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9848999977111816,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9704999923706055,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/exoplanet","display_name":"Exoplanet","score":0.7707006335258484},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7324908971786499},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.634354829788208},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5838305354118347},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.5819705128669739},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5794073939323425},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.5721623301506042},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.49466463923454285},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4251835346221924},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.4121752083301544},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3501661419868469},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.25658851861953735},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.18593132495880127},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.13503524661064148},{"id":"https://openalex.org/keywords/stars","display_name":"Stars","score":0.10195368528366089}],"concepts":[{"id":"https://openalex.org/C163479331","wikidata":"https://www.wikidata.org/wiki/Q44559","display_name":"Exoplanet","level":3,"score":0.7707006335258484},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7324908971786499},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.634354829788208},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5838305354118347},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5819705128669739},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5794073939323425},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.5721623301506042},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.49466463923454285},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4251835346221924},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4121752083301544},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3501661419868469},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.25658851861953735},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.18593132495880127},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.13503524661064148},{"id":"https://openalex.org/C150846664","wikidata":"https://www.wikidata.org/wiki/Q7602306","display_name":"Stars","level":2,"score":0.10195368528366089},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/eusipco58844.2023.10289870","is_oa":false,"landing_page_url":"https://doi.org/10.23919/eusipco58844.2023.10289870","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 31st European Signal Processing Conference (EUSIPCO)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04136362v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04136362","pdf_url":"https://hal.science/hal-04136362/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":"EUSIPCO 2023 - European Signal Processing Conference, Sep 2023, Helsinki, Finland. pp.1-5, ⟨10.23919/EUSIPCO58844.2023.10289870⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04136362v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04136362","pdf_url":"https://hal.science/hal-04136362/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":"EUSIPCO 2023 - European Signal Processing Conference, Sep 2023, Helsinki, Finland. pp.1-5, ⟨10.23919/EUSIPCO58844.2023.10289870⟩","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2092057362","display_name":null,"funder_award_id":"19-P3IA-0003","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G7253128122","display_name":null,"funder_award_id":"885593","funder_id":"https://openalex.org/F4320334678","funder_display_name":"European Research Council"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320334678","display_name":"European Research Council","ror":"https://ror.org/0472cxd90"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4381597015.pdf"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W2119963163","https://openalex.org/W2615278129","https://openalex.org/W2774331815","https://openalex.org/W2796770512","https://openalex.org/W3012073708","https://openalex.org/W3018252313","https://openalex.org/W3082584514","https://openalex.org/W3102728805","https://openalex.org/W4242238425","https://openalex.org/W4378456659","https://openalex.org/W6776671171"],"related_works":["https://openalex.org/W2805686072","https://openalex.org/W4241171306","https://openalex.org/W4320729810","https://openalex.org/W2090184506","https://openalex.org/W947793337","https://openalex.org/W4353087870","https://openalex.org/W3114851552","https://openalex.org/W3125077253","https://openalex.org/W4385421728","https://openalex.org/W2326850392"],"abstract_inverted_index":{"Exoplanet":[0],"detection":[1,43],"by":[2,26],"direct":[3],"imaging":[4],"is":[5,82,106],"a":[6,20,56,73,76,110,129,145,151,166],"difficult":[7],"task:":[8],"the":[9,13,27,59,66,70,86,115,122,140,155,158,162],"faint":[10],"signals":[11,32],"from":[12,69,171],"objects":[14],"of":[15,49,58,65,79,118,157],"interest":[16],"are":[17,88],"buried":[18],"under":[19],"spatially":[21],"structured":[22],"nuisance":[23],"component":[24],"induced":[25],"host":[28],"star.":[29],"The":[30],"exoplanet":[31],"can":[33],"only":[34],"be":[35],"identified":[36],"when":[37],"com-bining":[38],"several":[39],"observations":[40],"with":[41],"dedicated":[42],"algorithms.":[44],"In":[45,72],"contrast":[46],"to":[47,54,92,113,128,165],"most":[48],"existing":[50],"methods,":[51],"we":[52],"propose":[53],"learn":[55],"model":[57,78,168],"spatial,":[60],"temporal":[61],"and":[62,85,90,97,134],"spectral":[63,159],"characteristics":[64],"nuisance,":[67],"directly":[68],"observations.":[71],"pre-processing":[74],"step,":[75],"statistical":[77,152],"their":[80,95],"correlations":[81],"built":[83,169],"locally,":[84],"data":[87],"centered":[89],"whitened":[91],"improve":[93],"both":[94],"stationarity":[96],"signal-to-noise":[98],"ratio":[99],"(SNR).":[100],"A":[101],"convolutional":[102],"neural":[103],"network":[104],"(CNN)":[105],"then":[107],"trained":[108],"in":[109,121,139],"supervised":[111],"fashion":[112],"detect":[114],"residual":[116],"signature":[117],"synthetic":[119],"sources":[120],"pre-processed":[123],"images.":[124],"Our":[125],"method":[126],"leads":[127],"better":[130],"trade-off":[131],"between":[132],"precision":[133],"recall":[135],"than":[136],"standard":[137],"approaches":[138],"field.":[141],"It":[142],"also":[143],"outperforms":[144],"state-of-the-art":[146],"algorithm":[147],"based":[148],"solely":[149,170],"on":[150],"framework.":[153],"Besides,":[154],"exploitation":[156],"diversity":[160],"improves":[161],"performance":[163],"compared":[164],"similar":[167],"spatio-temporal":[172],"data.":[173]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}