{"id":"https://openalex.org/W3090598983","doi":"https://doi.org/10.3390/rs12193152","title":"Small Object Detection in Remote Sensing Images Based on Super-Resolution with Auxiliary Generative Adversarial Networks","display_name":"Small Object Detection in Remote Sensing Images Based on Super-Resolution with Auxiliary Generative Adversarial Networks","publication_year":2020,"publication_date":"2020-09-25","ids":{"openalex":"https://openalex.org/W3090598983","doi":"https://doi.org/10.3390/rs12193152","mag":"3090598983"},"language":"en","primary_location":{"id":"doi:10.3390/rs12193152","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12193152","pdf_url":"https://www.mdpi.com/2072-4292/12/19/3152/pdf?version=1601039892","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/12/19/3152/pdf?version=1601039892","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108103248","display_name":"Luc Courtrai","orcid":null},"institutions":[{"id":"https://openalex.org/I2802204017","display_name":"Universit\u00e9 de Bretagne Sud","ror":"https://ror.org/04ed7fw48","country_code":"FR","type":"education","lineage":["https://openalex.org/I2802204017"]},{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Luc Courtrai","raw_affiliation_strings":["IRISA, Universit\u00e9 Bretagne Sud, UMR 6074, 56000 Vannes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRISA, Universit\u00e9 Bretagne Sud, UMR 6074, 56000 Vannes, France","institution_ids":["https://openalex.org/I2802204017","https://openalex.org/I2802519937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042574715","display_name":"Minh\u2010Tan Pham","orcid":"https://orcid.org/0000-0003-0266-767X"},"institutions":[{"id":"https://openalex.org/I2802204017","display_name":"Universit\u00e9 de Bretagne Sud","ror":"https://ror.org/04ed7fw48","country_code":"FR","type":"education","lineage":["https://openalex.org/I2802204017"]},{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Minh-Tan Pham","raw_affiliation_strings":["IRISA, Universit\u00e9 Bretagne Sud, UMR 6074, 56000 Vannes, France"],"raw_orcid":"https://orcid.org/0000-0003-0266-767X","affiliations":[{"raw_affiliation_string":"IRISA, Universit\u00e9 Bretagne Sud, UMR 6074, 56000 Vannes, France","institution_ids":["https://openalex.org/I2802204017","https://openalex.org/I2802519937"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024171000","display_name":"S\u00e9bastien Lef\u00e8vre","orcid":"https://orcid.org/0000-0002-2384-8202"},"institutions":[{"id":"https://openalex.org/I2802204017","display_name":"Universit\u00e9 de Bretagne Sud","ror":"https://ror.org/04ed7fw48","country_code":"FR","type":"education","lineage":["https://openalex.org/I2802204017"]},{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"S\u00e9bastien Lef\u00e8vre","raw_affiliation_strings":["IRISA, Universit\u00e9 Bretagne Sud, UMR 6074, 56000 Vannes, France"],"raw_orcid":"https://orcid.org/0000-0002-2384-8202","affiliations":[{"raw_affiliation_string":"IRISA, Universit\u00e9 Bretagne Sud, UMR 6074, 56000 Vannes, France","institution_ids":["https://openalex.org/I2802204017","https://openalex.org/I2802519937"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5042574715"],"corresponding_institution_ids":["https://openalex.org/I2802204017","https://openalex.org/I2802519937"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2784},"apc_paid":{"value":2038,"currency":"EUR","value_usd":2197},"fwci":6.0637,"has_fulltext":true,"cited_by_count":134,"citation_normalized_percentile":{"value":0.97376438,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"12","issue":"19","first_page":"3152","last_page":"3152"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","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/T11105","display_name":"Advanced Image Processing Techniques","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/T10531","display_name":"Advanced Vision and Imaging","score":0.9947999715805054,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9889000058174133,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7923235297203064},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.6954725384712219},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6679089665412903},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5748789310455322},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5714277029037476},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5667855739593506},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.5631693601608276},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.4985671043395996},{"id":"https://openalex.org/keywords/aerial-image","display_name":"Aerial image","score":0.49333110451698303},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.44020509719848633},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.432176411151886},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.42784255743026733},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.42417415976524353},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.41348502039909363},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.37791502475738525},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3638903498649597},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.28913331031799316},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1308005154132843},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.07593372464179993},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07392442226409912}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7923235297203064},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.6954725384712219},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6679089665412903},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5748789310455322},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5714277029037476},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5667855739593506},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5631693601608276},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.4985671043395996},{"id":"https://openalex.org/C2776429412","wikidata":"https://www.wikidata.org/wiki/Q4688011","display_name":"Aerial image","level":3,"score":0.49333110451698303},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.44020509719848633},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.432176411151886},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.42784255743026733},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.42417415976524353},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.41348502039909363},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.37791502475738525},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3638903498649597},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.28913331031799316},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1308005154132843},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.07593372464179993},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07392442226409912},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/rs12193152","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12193152","pdf_url":"https://www.mdpi.com/2072-4292/12/19/3152/pdf?version=1601039892","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-03213807v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03213807","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":"Remote Sensing, 2020, 12 (19), pp.3152. ⟨10.3390/rs12193152⟩","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:2e659e8fea604695a50e1f483d0d67a6","is_oa":true,"landing_page_url":"https://doaj.org/article/2e659e8fea604695a50e1f483d0d67a6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 12, Iss 19, p 3152 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/12/19/3152/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs12193152","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Remote Sensing; Volume 12; Issue 19; Pages: 3152","raw_type":"Text"},{"id":"pmh:oai:oskar-bordeaux.fr:20.500.12278/35284","is_oa":false,"landing_page_url":"https://oskar-bordeaux.fr/handle/20.500.12278/35284","pdf_url":null,"source":{"id":"https://openalex.org/S4306402569","display_name":"Oskar-Bordeaux (Universite de Bordeaux)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I15057530","host_organization_name":"Universit\u00e9 de Bordeaux","host_organization_lineage":["https://openalex.org/I15057530"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article de revue"}],"best_oa_location":{"id":"doi:10.3390/rs12193152","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12193152","pdf_url":"https://www.mdpi.com/2072-4292/12/19/3152/pdf?version=1601039892","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3497587934","display_name":"Deep learning for multiple targets detection and recognition in variable background","funder_award_id":"ANR-17-ASTR-0016","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G6803667113","display_name":null,"funder_award_id":"ANR-17","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":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3090598983.pdf","grobid_xml":"https://content.openalex.org/works/W3090598983.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1885185971","https://openalex.org/W2102673432","https://openalex.org/W2193145675","https://openalex.org/W2242218935","https://openalex.org/W2476548250","https://openalex.org/W2565639579","https://openalex.org/W2606788270","https://openalex.org/W2613718673","https://openalex.org/W2805550523","https://openalex.org/W2866634454","https://openalex.org/W2887695188","https://openalex.org/W2900585446","https://openalex.org/W2912514498","https://openalex.org/W2914633159","https://openalex.org/W2946134403","https://openalex.org/W2954930822","https://openalex.org/W2962793481","https://openalex.org/W2963150697","https://openalex.org/W2963372104","https://openalex.org/W2963470893","https://openalex.org/W2963606888","https://openalex.org/W2963645458","https://openalex.org/W2963786238","https://openalex.org/W2964479623","https://openalex.org/W2997019934","https://openalex.org/W3011688396","https://openalex.org/W3013211776","https://openalex.org/W3016641475","https://openalex.org/W3023821242","https://openalex.org/W3034971973","https://openalex.org/W3047401433","https://openalex.org/W3106250896","https://openalex.org/W3124561108","https://openalex.org/W3130022825","https://openalex.org/W6735913928","https://openalex.org/W6967100175"],"related_works":["https://openalex.org/W2972256598","https://openalex.org/W4388964477","https://openalex.org/W4388813151","https://openalex.org/W2610408157","https://openalex.org/W4387801831","https://openalex.org/W4221156520","https://openalex.org/W2099047584","https://openalex.org/W2092934514","https://openalex.org/W2612465689","https://openalex.org/W4327521163"],"abstract_inverted_index":{"This":[0],"article":[1],"tackles":[2],"the":[3,26,40,45,69,81,84,95,100,104,111,124,131,173,176,183],"problem":[4],"of":[5,30,47,86,113,133,175],"detecting":[6],"small":[7,152,184],"objects":[8,31],"in":[9,155],"satellite":[10,164],"or":[11],"aerial":[12,162],"remote":[13,156],"sensing":[14,157],"images":[15,165],"by":[16,66],"relying":[17],"on":[18,54,110,115,130,151,160],"super-resolution":[19,41,89,114,136,178],"to":[20,32,38,68,103,119,180],"increase":[21,94],"image":[22],"spatial":[23],"resolution,":[24],"thus":[25],"size":[27],"and":[28,57,83,91,144,163,169],"details":[29],"be":[33,140],"detected.":[34],"We":[35],"show":[36],"how":[37],"improve":[39,80],"framework":[42,70],"starting":[43],"from":[44],"learning":[46,82],"a":[48,62,134],"generative":[49],"adversarial":[50],"network":[51,73,105],"(GAN)":[52],"based":[53],"residual":[55],"blocks":[56],"then":[58],"its":[59],"integration":[60],"into":[61],"cycle":[63],"model.":[64],"Furthermore,":[65,123],"adding":[67],"an":[71,120],"auxiliary":[72],"tailored":[74],"for":[75,142],"object":[76,96,185],"detection,":[77],"we":[78,107],"considerably":[79],"quality":[85],"our":[87],"final":[88],"architecture,":[90,106],"more":[92],"importantly":[93],"detection":[97,154,186],"performance.":[98],"Besides":[99],"improvement":[101],"dedicated":[102],"also":[108],"focus":[109],"training":[112],"target":[116],"objects,":[117],"leading":[118],"object-focused":[121],"approach.":[122],"proposed":[125],"strategies":[126],"do":[127],"not":[128],"depend":[129],"choice":[132],"baseline":[135],"framework,":[137],"hence":[138],"could":[139],"adopted":[141],"current":[143],"future":[145],"state-of-the-art":[146],"models.":[147],"Our":[148],"experimental":[149],"study":[150],"vehicle":[153],"data":[158],"conducted":[159],"both":[161],"(i.e.,":[166],"ISPRS":[167],"Potsdam":[168],"xView":[170],"datasets)":[171],"confirms":[172],"effectiveness":[174],"improved":[177],"methods":[179],"assist":[181],"with":[182],"tasks.":[187]},"counts_by_year":[{"year":2026,"cited_by_count":15},{"year":2025,"cited_by_count":27},{"year":2024,"cited_by_count":29},{"year":2023,"cited_by_count":25},{"year":2022,"cited_by_count":22},{"year":2021,"cited_by_count":16}],"updated_date":"2026-08-13T07:04:57.449891","created_date":"2025-10-10T00:00:00"}