{"id":"https://openalex.org/W2901586001","doi":"https://doi.org/10.1109/igarss.2018.8517932","title":"Sea-Ice Scene Classification Using Aerial Images in Arctic Based on Transfer Learning","display_name":"Sea-Ice Scene Classification Using Aerial Images in Arctic Based on Transfer Learning","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2901586001","doi":"https://doi.org/10.1109/igarss.2018.8517932","mag":"2901586001"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2018.8517932","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2018.8517932","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2018 - 2018 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/A5041395379","display_name":"Yiming Yan","orcid":"https://orcid.org/0000-0003-0751-7726"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiming Yan","raw_affiliation_strings":["Harbin Engineering University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Engineering University","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074328280","display_name":"Zhichao Tan","orcid":"https://orcid.org/0000-0002-4097-5123"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhichao Tan","raw_affiliation_strings":["Harbin Engineering University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Engineering University","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035351198","display_name":"Nan Su","orcid":"https://orcid.org/0000-0001-9601-536X"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Su","raw_affiliation_strings":["Harbin Engineering University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Engineering University","institution_ids":["https://openalex.org/I151727225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1417,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.53590631,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"67","issue":null,"first_page":"7121","last_page":"7124"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11459","display_name":"Arctic and Antarctic ice dynamics","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11459","display_name":"Arctic and Antarctic ice dynamics","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12316","display_name":"Oil Spill Detection and Mitigation","score":0.9696000218391418,"subfield":{"id":"https://openalex.org/subfields/2310","display_name":"Pollution"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10995","display_name":"Methane Hydrates and Related Phenomena","score":0.9484999775886536,"subfield":{"id":"https://openalex.org/subfields/2304","display_name":"Environmental Chemistry"},"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/sea-ice","display_name":"Sea ice","score":0.7938729524612427},{"id":"https://openalex.org/keywords/arctic","display_name":"Arctic","score":0.6989667415618896},{"id":"https://openalex.org/keywords/arctic-ice-pack","display_name":"Arctic ice pack","score":0.6118237376213074},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5809255838394165},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5613019466400146},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5514260530471802},{"id":"https://openalex.org/keywords/the-arctic","display_name":"The arctic","score":0.48982784152030945},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4690696895122528},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.4493640959262848},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.41376930475234985},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.40053364634513855},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.2568296194076538}],"concepts":[{"id":"https://openalex.org/C136894858","wikidata":"https://www.wikidata.org/wiki/Q213926","display_name":"Sea ice","level":2,"score":0.7938729524612427},{"id":"https://openalex.org/C518008717","wikidata":"https://www.wikidata.org/wiki/Q25322","display_name":"Arctic","level":2,"score":0.6989667415618896},{"id":"https://openalex.org/C161798024","wikidata":"https://www.wikidata.org/wiki/Q3651008","display_name":"Arctic ice pack","level":3,"score":0.6118237376213074},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5809255838394165},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5613019466400146},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5514260530471802},{"id":"https://openalex.org/C3018378255","wikidata":"https://www.wikidata.org/wiki/Q25322","display_name":"The arctic","level":2,"score":0.48982784152030945},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4690696895122528},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.4493640959262848},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.41376930475234985},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.40053364634513855},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.2568296194076538}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss.2018.8517932","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2018.8517932","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life below water","id":"https://metadata.un.org/sdg/14","score":0.8700000047683716}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2055827340","https://openalex.org/W2330829803","https://openalex.org/W6637373629"],"related_works":["https://openalex.org/W2872940795","https://openalex.org/W2902407688","https://openalex.org/W79015229","https://openalex.org/W4249616540","https://openalex.org/W131443289","https://openalex.org/W2023186840","https://openalex.org/W133610609","https://openalex.org/W3004838324","https://openalex.org/W336147707","https://openalex.org/W4235710270"],"abstract_inverted_index":{"Arctic":[0,18,51],"travel":[1],"has":[2],"become":[3],"a":[4,23,74,100,108],"significant":[5],"way":[6,76],"for":[7,17],"commercial":[8],"or":[9],"scientific":[10],"researches.":[11],"Sea-ice":[12],"is":[13,29,77,104],"always":[14],"serious":[15],"threat":[16,46],"navigation.":[19],"In":[20],"this":[21],"paper,":[22],"classification":[24,132],"method":[25],"of":[26,35,47,61,68,97],"aerial":[27],"images":[28],"proposed":[30],"to":[31,43,55,80,94,106,120],"recognize":[32],"different":[33,82],"types":[34,58],"sea-ice":[36,62,69,83],"scenes,":[37,65],"which":[38],"can":[39,134],"be":[40,135],"further":[41],"used":[42,105],"analyze":[44],"the":[45,56,66,95],"each":[48],"scene":[49],"in":[50,63],"Ocean.":[52],"However,":[53],"due":[54],"diverse":[57],"and":[59],"distribution":[60,96],"various":[64],"categories":[67,92],"scenes":[70,86],"are":[71,87],"indistinct.":[72],"So":[73],"grouping":[75],"primarily":[78],"introduced":[79],"define":[81],"scenes.":[84,125],"These":[85],"grouped":[88],"into":[89],"six":[90],"typical":[91],"according":[93],"sea-ice.":[98],"Then":[99],"transfer":[101],"learning":[102],"strategy":[103],"fine-tune":[107],"pre-trained":[109],"deep":[110],"convolution":[111],"neural":[112],"network":[113,119],"model.":[114],"Finally,":[115],"using":[116],"that":[117,129],"trained":[118],"classify":[121],"new":[122],"sea":[123],"ice":[124],"Experimental":[126],"results":[127],"show":[128],"an":[130],"acceptable":[131],"accuracy":[133],"obtained.":[136]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
