{"id":"https://openalex.org/W4408482425","doi":"https://doi.org/10.19139/soic-2310-5070-1749","title":"Aerial Remote Sensing Object detection using Unsupervised Domain Adaptive","display_name":"Aerial Remote Sensing Object detection using Unsupervised Domain Adaptive","publication_year":2024,"publication_date":"2024-08-22","ids":{"openalex":"https://openalex.org/W4408482425","doi":"https://doi.org/10.19139/soic-2310-5070-1749"},"language":"en","primary_location":{"id":"doi:10.19139/soic-2310-5070-1749","doi":"https://doi.org/10.19139/soic-2310-5070-1749","is_oa":true,"landing_page_url":"https://doi.org/10.19139/soic-2310-5070-1749","pdf_url":"http://www.iapress.org/index.php/soic/article/download/1749/1168","source":{"id":"https://openalex.org/S2764412775","display_name":"Statistics Optimization & Information Computing","issn_l":"2310-5070","issn":["2310-5070","2311-004X"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310321236","host_organization_name":"International Academic Press","host_organization_lineage":["https://openalex.org/P4310321236"],"host_organization_lineage_names":["International Academic Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistics, Optimization & Information Computing","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://www.iapress.org/index.php/soic/article/download/1749/1168","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024756329","display_name":"Youssef Ben Youssef","orcid":"https://orcid.org/0000-0002-7479-5892","observed_orcids":["https://orcid.org/0000-0002-7479-5892"]},"institutions":[{"id":"https://openalex.org/I4210145365","display_name":"Universit\u00e9 Hassan 1er","ror":"https://ror.org/03cdvht47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210145365"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Youssef BEN YOUSSEF","raw_affiliation_strings":["Department of Electrical Engineering and Renewable Energy, Hassan First University Settat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Renewable Energy, Hassan First University Settat, Morocco","institution_ids":["https://openalex.org/I4210145365"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090852684","display_name":"Soufiane Lyaqini","orcid":"https://orcid.org/0000-0002-1991-9039","observed_orcids":["https://orcid.org/0000-0002-1991-9039"]},"institutions":[{"id":"https://openalex.org/I4210145365","display_name":"Universit\u00e9 Hassan 1er","ror":"https://ror.org/03cdvht47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210145365"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Soufiane Lyaqini","raw_affiliation_strings":["Department of Mathematics and Computer Sciences Engineering, Hassan First University Settat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Sciences Engineering, Hassan First University Settat, Morocco","institution_ids":["https://openalex.org/I4210145365"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116639734","display_name":"Khaled Fakhar","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210145365","display_name":"Universit\u00e9 Hassan 1er","ror":"https://ror.org/03cdvht47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210145365"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Khaled Fakhar","raw_affiliation_strings":["Department of Mathematics and Computer Sciences Engineering, Hassan First University Settat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Sciences Engineering, Hassan First University Settat, Morocco","institution_ids":["https://openalex.org/I4210145365"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080515872","display_name":"Elhassane Abdelmounim","orcid":"https://orcid.org/0000-0003-1063-9767","observed_orcids":["https://orcid.org/0000-0003-1063-9767"]},"institutions":[{"id":"https://openalex.org/I4210145365","display_name":"Universit\u00e9 Hassan 1er","ror":"https://ror.org/03cdvht47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210145365"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Elhassane Abdelmounim","raw_affiliation_strings":["Department of Applied Physics, Hassan First University Settat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Physics, Hassan First University Settat, Morocco","institution_ids":["https://openalex.org/I4210145365"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210145365"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19135751,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":"4","first_page":"1536","last_page":"1543"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.7192000150680542,"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"}},"topics":[{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.7192000150680542,"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"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.271699994802475,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.004000000189989805,"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/aerial-remote-sensing-images","display_name":"aerial remote sensing images","score":0.9309999942779541},{"id":"https://openalex.org/keywords/object-detection","display_name":"object detection","score":0.9430000185966492},{"id":"https://openalex.org/keywords/object-localization","display_name":"object localization","score":0.8859999775886536},{"id":"https://openalex.org/keywords/unsupervised-domain-adaptation","display_name":"unsupervised domain adaptation","score":0.9990000128746033},{"id":"https://openalex.org/keywords/faster-r-cnn","display_name":"Faster R-CNN","score":0.8980000019073486},{"id":"https://openalex.org/keywords/retinanet","display_name":"RetinaNet","score":0.9980000257492065},{"id":"https://openalex.org/keywords/unlabeled-target-domain","display_name":"unlabeled target domain","score":0.6959999799728394},{"id":"https://openalex.org/keywords/uc-merced-dataset","display_name":"UC Merced dataset","score":0.6819999814033508}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6153303384780884},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6094578504562378},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.505582332611084},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5005345344543457},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4988844394683838},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4610556364059448},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4575348198413849},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3423601984977722},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2536539137363434},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10837447643280029},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.19139/soic-2310-5070-1749","doi":"https://doi.org/10.19139/soic-2310-5070-1749","is_oa":true,"landing_page_url":"https://doi.org/10.19139/soic-2310-5070-1749","pdf_url":"http://www.iapress.org/index.php/soic/article/download/1749/1168","source":{"id":"https://openalex.org/S2764412775","display_name":"Statistics Optimization & Information Computing","issn_l":"2310-5070","issn":["2310-5070","2311-004X"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310321236","host_organization_name":"International Academic Press","host_organization_lineage":["https://openalex.org/P4310321236"],"host_organization_lineage_names":["International Academic Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistics, Optimization & Information Computing","raw_type":"journal-article"},{"id":"pmh:oai:ojs.localhost:article/1749","doi":null,"is_oa":true,"landing_page_url":"http://iapress.org/index.php/soic/article/view/1749","pdf_url":"http://iapress.org/index.php/soic/article/download/1749/1168","source":{"id":"https://openalex.org/S4306402441","display_name":"Statistics, Optimization & Information Computing (University of Cambridge)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I241749","host_organization_name":"University of Cambridge","host_organization_lineage":["https://openalex.org/I241749"],"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":"2311-004X","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.19139/soic-2310-5070-1749","doi":"https://doi.org/10.19139/soic-2310-5070-1749","is_oa":true,"landing_page_url":"https://doi.org/10.19139/soic-2310-5070-1749","pdf_url":"http://www.iapress.org/index.php/soic/article/download/1749/1168","source":{"id":"https://openalex.org/S2764412775","display_name":"Statistics Optimization & Information Computing","issn_l":"2310-5070","issn":["2310-5070","2311-004X"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310321236","host_organization_name":"International Academic Press","host_organization_lineage":["https://openalex.org/P4310321236"],"host_organization_lineage_names":["International Academic Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistics, Optimization & Information Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4408482425.pdf","grobid_xml":"https://content.openalex.org/works/W4408482425.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W6901943175","https://openalex.org/W4407403864","https://openalex.org/W3146610246","https://openalex.org/W7167845140","https://openalex.org/W4285414338","https://openalex.org/W4410906176","https://openalex.org/W3207467393","https://openalex.org/W4392903184","https://openalex.org/W4391462997","https://openalex.org/W4381233103"],"abstract_inverted_index":{"Object":[0],"recognition":[1,34],"and":[2,12,22,35,48,53,82,108,149,159,166],"localization":[3,160],"in":[4,20,61,85,183],"Aerial":[5],"Remote":[6],"Sensing":[7],"Images":[8],"(ARSI)":[9],"are":[10,43,116],"critical":[11],"demanding":[13],"subjects":[14],"for":[15,32],"further":[16],"processing":[17],"object-related":[18],"data":[19,46,60],"civil":[21],"military":[23],"applications.":[24],"To":[25],"train":[26],"a":[27,37,51],"Deep":[28],"Learning":[29],"(DL)":[30],"model":[31,122],"visual":[33],"localization,":[36],"huge":[38],"number":[39],"of":[40,59,96,185],"annotated":[41],"images":[42],"needed.":[44],"However,":[45],"categorization":[47],"annotation":[49],"become":[50],"hard":[52],"time-consuming":[54],"task.":[55],"Despite":[56],"the":[57,94,119,124,129,135,140,173,179],"shortcoming":[58],"training,":[62],"Unsupervised":[63],"Domain":[64],"Adaptation":[65],"(UDA)":[66],"offers":[67],"an":[68,88],"alternative":[69],"solution":[70],"to":[71,80,163],"this":[72,75],"issue.":[73],"In":[74],"paper,":[76],"UDA":[77],"is":[78,176],"suggested":[79],"detect":[81],"localize":[83],"objects":[84],"ARSI":[86],"as":[87,104,110,123,134],"unlabeled":[89,145],"target":[90],"domain.":[91,137],"We":[92,138],"compare":[93],"effectiveness":[95],"Faster":[97,180],"Region":[98],"Convolutional":[99],"Neuronal":[100],"Network":[101],"(Faster":[102],"R-CNN)":[103],"two":[105,144],"stages":[106],"detector":[107,175,182],"RetinaNet":[109,174],"one":[111],"stage":[112],"detector.":[113],"These":[114],"algorithms":[115],"based":[117],"on":[118,143],"same":[120],"Resnet50":[121],"backbone.":[125],"This":[126],"study":[127],"uses":[128],"natural":[130],"image":[131],"dataset":[132],"MSCOCO":[133],"source":[136],"assess":[139],"proposed":[141,153],"approach":[142],"datasets":[146],"UC":[147],"Merced":[148],"MTRASI":[150],"datasets.":[151],"The":[152],"method":[154],"significantly":[155],"improves":[156],"object":[157],"detection":[158],"performance,":[161],"according":[162],"both":[164],"qualitative":[165],"quantitative":[167],"results.":[168],"Extensive":[169],"experiments":[170],"show":[171],"that":[172],"better":[177],"than":[178],"R-CNN":[181],"terms":[184],"mAP.":[186]},"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-03-16T00:00:00"}