{"id":"https://openalex.org/W4387829228","doi":"https://doi.org/10.1109/igarss52108.2023.10283395","title":"Classification of Sea Going Vessels Properties Using SAR Satellite Images","display_name":"Classification of Sea Going Vessels Properties Using SAR Satellite Images","publication_year":2023,"publication_date":"2023-07-16","ids":{"openalex":"https://openalex.org/W4387829228","doi":"https://doi.org/10.1109/igarss52108.2023.10283395"},"language":"en","primary_location":{"id":"doi:10.1109/igarss52108.2023.10283395","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss52108.2023.10283395","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074041382","display_name":"Dariusz Kobiela","orcid":"https://orcid.org/0009-0008-7904-786X"},"institutions":[{"id":"https://openalex.org/I169333911","display_name":"Gda\u0144sk University of Technology","ror":"https://ror.org/006x4sc24","country_code":"PL","type":"education","lineage":["https://openalex.org/I169333911"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Dariusz Kobiela","raw_affiliation_strings":["Telecommunications and Informatics Gda&#x0144;sk University of Technology,Faculty of Electronics,Gda&#x0144;sk,Poland,80-233"],"affiliations":[{"raw_affiliation_string":"Telecommunications and Informatics Gda&#x0144;sk University of Technology,Faculty of Electronics,Gda&#x0144;sk,Poland,80-233","institution_ids":["https://openalex.org/I169333911"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083186919","display_name":"Tomasz Berezowski","orcid":"https://orcid.org/0000-0003-4074-0866"},"institutions":[{"id":"https://openalex.org/I169333911","display_name":"Gda\u0144sk University of Technology","ror":"https://ror.org/006x4sc24","country_code":"PL","type":"education","lineage":["https://openalex.org/I169333911"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Tomasz Berezowski","raw_affiliation_strings":["Telecommunications and Informatics Gda&#x0144;sk University of Technology,Faculty of Electronics,Gda&#x0144;sk,Poland,80-233"],"affiliations":[{"raw_affiliation_string":"Telecommunications and Informatics Gda&#x0144;sk University of Technology,Faculty of Electronics,Gda&#x0144;sk,Poland,80-233","institution_ids":["https://openalex.org/I169333911"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5074041382"],"corresponding_institution_ids":["https://openalex.org/I169333911"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19622128,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"7062","last_page":"7065"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11622","display_name":"Maritime Navigation and Safety","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11622","display_name":"Maritime Navigation and Safety","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11604","display_name":"Ship Hydrodynamics and Maneuverability","score":0.9079999923706055,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T12126","display_name":"Maritime Transport Emissions and Efficiency","score":0.9036999940872192,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.6592087149620056},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6561738848686218},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5812680125236511},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.5744407176971436},{"id":"https://openalex.org/keywords/satellite-broadcasting","display_name":"Satellite broadcasting","score":0.4516221880912781},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.3978710174560547},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37703967094421387},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1015816330909729},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.06952056288719177}],"concepts":[{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.6592087149620056},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6561738848686218},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5812680125236511},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.5744407176971436},{"id":"https://openalex.org/C2986254709","wikidata":"https://www.wikidata.org/wiki/Q209588","display_name":"Satellite broadcasting","level":3,"score":0.4516221880912781},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3978710174560547},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37703967094421387},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1015816330909729},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.06952056288719177}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss52108.2023.10283395","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss52108.2023.10283395","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","display_name":"Life below water","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W4200434711","https://openalex.org/W4297549407","https://openalex.org/W4386076325","https://openalex.org/W6849520326"],"related_works":["https://openalex.org/W2013329914","https://openalex.org/W2392383081","https://openalex.org/W4252699458","https://openalex.org/W1618102658","https://openalex.org/W4205376403","https://openalex.org/W2331410275","https://openalex.org/W2325965825","https://openalex.org/W3029457158","https://openalex.org/W2508657954","https://openalex.org/W2899645533"],"abstract_inverted_index":{"The":[0,44,77],"aim":[1],"of":[2,10,22,31,41,47,109],"the":[3,8,20,28,32,38,42,48,55,62,81,85,100,107],"project":[4,49],"was":[5,125,128],"to":[6,17,36,51],"analyze":[7],"possibility":[9],"using":[11],"machine":[12],"learning":[13],"and":[14,35,70,74,95,116],"computer":[15],"vision":[16],"identify":[18],"(indicate":[19],"location)":[21],"all":[23,123],"sea-going":[24],"vessels":[25,64],"located":[26],"in":[27],"selected":[29],"area":[30],"open":[33],"sea":[34,63],"classify":[37],"main":[39],"attributes":[40],"vessel.":[43],"key":[45],"elements":[46],"were":[50,88],"download":[52,59],"data":[53,60,69],"from":[54,80],"Sentinel-1":[56],"satellite":[57],"[1],":[58],"on":[61,84],"[2],":[65],"then":[66],"automatically":[67],"tag":[68],"develop":[71],"a":[72,113],"detection":[73,103,111],"classification":[75],"algorithm.":[76],"results":[78],"obtained":[79],"YOLOv7":[82],"model":[83],"test":[86],"set":[87],"Mean":[89,119],"Average":[90,120],"Precision":[91,121],"(mAP@.5)":[92],"=":[93,97],"91%":[94],"F1-score":[96],"93%":[98],"for":[99,122],"single-class":[101],"ship":[102,110],"task.":[104],"When":[105],"combining":[106],"task":[108],"with":[112],"ship\u2019s":[114],"length":[115],"width":[117],"classification,":[118],"classes":[124],"40%,":[126],"f1-score":[127],"41%.":[129]},"counts_by_year":[],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}
