{"id":"https://openalex.org/W4406458160","doi":"https://doi.org/10.1109/bigdata62323.2024.10825728","title":"Ship Detection from Optical Remote Sensing Images","display_name":"Ship Detection from Optical Remote Sensing Images","publication_year":2024,"publication_date":"2024-12-15","ids":{"openalex":"https://openalex.org/W4406458160","doi":"https://doi.org/10.1109/bigdata62323.2024.10825728"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata62323.2024.10825728","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825728","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","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/A5016977910","display_name":"Merve Nur Demir","orcid":"https://orcid.org/0000-0003-0755-7250"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Merve Demir","raw_affiliation_strings":["Istanbul Technical University,Department of Geomatics Engineering,Turkey"],"affiliations":[{"raw_affiliation_string":"Istanbul Technical University,Department of Geomatics Engineering,Turkey","institution_ids":["https://openalex.org/I48912391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5016977910"],"corresponding_institution_ids":["https://openalex.org/I48912391"],"apc_list":null,"apc_paid":null,"fwci":0.3361,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.6787793,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"7302","last_page":"7307"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9940000176429749,"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"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9940000176429749,"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"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9779999852180481,"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.972000002861023,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6571124792098999},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5821062326431274},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5063813924789429},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42941558361053467},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.20386582612991333}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6571124792098999},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5821062326431274},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5063813924789429},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42941558361053467},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.20386582612991333}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bigdata62323.2024.10825728","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825728","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"},{"id":"pmh:oai:polen.itu.edu.tr:11527/69858","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/69858","pdf_url":null,"source":{"id":"https://openalex.org/S4306400460","display_name":"Istanbul Technical University Academic Open Archive (Istanbul Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48912391","host_organization_name":"Istanbul Technical University","host_organization_lineage":["https://openalex.org/I48912391"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W1970782782","https://openalex.org/W2117539524","https://openalex.org/W2806252395","https://openalex.org/W2987208198","https://openalex.org/W3005145900","https://openalex.org/W3166561508","https://openalex.org/W3177442242","https://openalex.org/W3192433332","https://openalex.org/W3199045827","https://openalex.org/W3210464403","https://openalex.org/W4280563474","https://openalex.org/W4285343920","https://openalex.org/W4288083516","https://openalex.org/W4291001527","https://openalex.org/W4296106124","https://openalex.org/W4296339430","https://openalex.org/W4312465668","https://openalex.org/W4375816655","https://openalex.org/W4402569824"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Ship":[0],"detection":[1,24],"plays":[2],"a":[3,67,109],"critical":[4],"role":[5],"in":[6,61,128],"many":[7],"areas":[8,35],"such":[9],"as":[10],"maritime":[11,18,34],"security,":[12],"smuggling":[13],"prevention,":[14],"environmental":[15],"monitoring,":[16],"and":[17,36,43,50,64,79],"traffic":[19],"management.":[20],"In":[21,46],"particular,":[22],"ship":[23,86],"using":[25,66],"satellite":[26,71],"imagery":[27],"enables":[28],"the":[29,62,98,112,116,121,125],"effective":[30],"monitoring":[31],"of":[32,59,69],"large":[33],"makes":[37],"significant":[38],"contributions":[39],"to":[40,55,102],"both":[41,77],"civilian":[42],"military":[44],"operations.":[45],"this":[47],"study,":[48],"YOLOv5":[49,78,93],"YOLOv8":[51,80],"models":[52,81],"are":[53],"used":[54],"detect":[56],"different":[57],"types":[58],"ships":[60],"coastline":[63],"offshore":[65],"dataset":[68],"optical":[70],"imagery.":[72],"The":[73],"results":[74],"show":[75],"that":[76,92],"achieve":[82],"sufficient":[83],"accuracy":[84],"for":[85,119],"detection.":[87],"It":[88],"is":[89,94],"also":[90],"observed":[91],"more":[95],"affected":[96],"by":[97],"selected":[99],"hyperparameters":[100],"compared":[101],"YOLOv8,":[103],"which":[104],"improves":[105],"its":[106],"accuracy.":[107],"As":[108],"result,":[110],"while":[111],"\u2019Yolov5l\u2019":[113],"model":[114,123],"provides":[115,124],"best":[117,126],"performance":[118,127],"YOLOv5,":[120],"\u2019Yolov8m\u2019":[122],"YOLOv8.":[129]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-06T13:50:29.536080","created_date":"2025-10-10T00:00:00"}