{"id":"https://openalex.org/W2916982636","doi":"https://doi.org/10.3390/fi11020053","title":"Embedded Deep Learning for Ship Detection and Recognition","display_name":"Embedded Deep Learning for Ship Detection and Recognition","publication_year":2019,"publication_date":"2019-02-21","ids":{"openalex":"https://openalex.org/W2916982636","doi":"https://doi.org/10.3390/fi11020053","mag":"2916982636"},"language":"en","primary_location":{"id":"doi:10.3390/fi11020053","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi11020053","pdf_url":"https://www.mdpi.com/1999-5903/11/2/53/pdf?version=1550739814","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"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":"Future Internet","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-5903/11/2/53/pdf?version=1550739814","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101766813","display_name":"Hongwei Zhao","orcid":"https://orcid.org/0000-0002-7088-8848"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongwei Zhao","raw_affiliation_strings":["College of Computer and Communication Engineering, China University of Petroleum (UPC), Qingdao 266580, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Communication Engineering, China University of Petroleum (UPC), Qingdao 266580, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022385009","display_name":"Weishan Zhang","orcid":"https://orcid.org/0000-0001-9800-1068"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weishan Zhang","raw_affiliation_strings":["College of Computer and Communication Engineering, China University of Petroleum (UPC), Qingdao 266580, China"],"raw_orcid":"https://orcid.org/0000-0001-9800-1068","affiliations":[{"raw_affiliation_string":"College of Computer and Communication Engineering, China University of Petroleum (UPC), Qingdao 266580, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089987793","display_name":"Haoyun Sun","orcid":"https://orcid.org/0000-0002-8326-0152"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoyun Sun","raw_affiliation_strings":["College of Computer and Communication Engineering, China University of Petroleum (UPC), Qingdao 266580, China"],"raw_orcid":"https://orcid.org/0000-0002-8326-0152","affiliations":[{"raw_affiliation_string":"College of Computer and Communication Engineering, China University of Petroleum (UPC), Qingdao 266580, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101929707","display_name":"Bing Xue","orcid":null},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Xue","raw_affiliation_strings":["College of Computer and Communication Engineering, China University of Petroleum (UPC), Qingdao 266580, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Communication Engineering, China University of Petroleum (UPC), Qingdao 266580, China","institution_ids":["https://openalex.org/I4210162190"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5022385009"],"corresponding_institution_ids":["https://openalex.org/I4210162190"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":2.9597,"has_fulltext":true,"cited_by_count":46,"citation_normalized_percentile":{"value":0.93060961,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"11","issue":"2","first_page":"53","last_page":"53"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9984999895095825,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9984999895095825,"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":0.9783999919891357,"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/T11622","display_name":"Maritime Navigation and Safety","score":0.9725000262260437,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8955916166305542},{"id":"https://openalex.org/keywords/port","display_name":"Port (circuit theory)","score":0.7192403674125671},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6285575032234192},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5777091979980469},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5369266271591187},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.48805558681488037},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.42533576488494873},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.22513365745544434}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8955916166305542},{"id":"https://openalex.org/C32802771","wikidata":"https://www.wikidata.org/wiki/Q2443617","display_name":"Port (circuit theory)","level":2,"score":0.7192403674125671},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6285575032234192},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5777091979980469},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5369266271591187},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.48805558681488037},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.42533576488494873},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.22513365745544434},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/fi11020053","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi11020053","pdf_url":"https://www.mdpi.com/1999-5903/11/2/53/pdf?version=1550739814","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"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":"Future Internet","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jftint:v:11:y:2019:i:2:p:53-:d:207920","is_oa":false,"landing_page_url":"https://www.mdpi.com/1999-5903/11/2/53/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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"},{"id":"pmh:oai:doaj.org/article:ce094295251b4875ae0b36fecccb0b77","is_oa":true,"landing_page_url":"https://doaj.org/article/ce094295251b4875ae0b36fecccb0b77","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":"Future Internet, Vol 11, Iss 2, p 53 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1999-5903/11/2/53/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/fi11020053","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":"Future Internet","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/fi11020053","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi11020053","pdf_url":"https://www.mdpi.com/1999-5903/11/2/53/pdf?version=1550739814","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"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":"Future Internet","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4036798997","display_name":null,"funder_award_id":"61309024","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6534244841","display_name":null,"funder_award_id":"2017GGX10140","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2916982636.pdf","grobid_xml":"https://content.openalex.org/works/W2916982636.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1533908931","https://openalex.org/W1536680647","https://openalex.org/W1903029394","https://openalex.org/W1972470158","https://openalex.org/W2106929584","https://openalex.org/W2124964692","https://openalex.org/W2139993441","https://openalex.org/W2163605009","https://openalex.org/W2178816675","https://openalex.org/W2193145675","https://openalex.org/W2194775991","https://openalex.org/W2515751428","https://openalex.org/W2570343428","https://openalex.org/W2604101178","https://openalex.org/W2768656470","https://openalex.org/W2781601876","https://openalex.org/W2789901503","https://openalex.org/W2808930965","https://openalex.org/W2963037989","https://openalex.org/W3106250896","https://openalex.org/W3142629816"],"related_works":["https://openalex.org/W2753223082","https://openalex.org/W3025119703","https://openalex.org/W4375867731","https://openalex.org/W4387941415","https://openalex.org/W2949096641","https://openalex.org/W2970686063","https://openalex.org/W4320729701","https://openalex.org/W4254103348","https://openalex.org/W3210378990","https://openalex.org/W3034745255"],"abstract_inverted_index":{"Ship":[0,74],"detection":[1,109],"and":[2,34,37,76,92,110,129,149],"recognition":[3],"are":[4],"important":[5],"for":[6,107,113,145,156],"smart":[7],"monitoring":[8,46],"of":[9,32,104,127,139],"ships":[10],"in":[11,48,57],"order":[12],"to":[13,23,44],"manage":[14],"port":[15,54,138],"resources":[16],"effectively.":[17],"However,":[18],"this":[19,62],"is":[20,41,55,71,87,102,133],"challenging":[21],"due":[22],"complex":[24],"ship":[25,27,108,114],"profiles,":[26],"background,":[28],"object":[29],"occlusion,":[30],"variations":[31],"weather":[33],"light":[35],"conditions,":[36],"other":[38],"issues.":[39],"It":[40],"also":[42],"expensive":[43],"transmit":[45],"video":[47,85],"a":[49,58,95,105,111,147],"whole,":[50],"especially":[51],"if":[52],"the":[53,84,136],"not":[56],"rural":[59],"area.":[60],"In":[61,82],"paper,":[63],"we":[64,93],"propose":[65],"an":[66],"on-site":[67],"processing":[68],"approach,":[69],"which":[70,101,141],"called":[72],"Embedded":[73],"Detection":[75],"Recognition":[77],"using":[78,89],"Deep":[79],"Learning":[80],"(ESDR-DL).":[81],"ESDR-DL,":[83,124],"stream":[86],"processed":[88],"embedded":[90,118],"devices,":[91],"design":[94],"two-stage":[96],"neural":[97],"network":[98],"named":[99],"DCNet,":[100],"composed":[103],"DNet":[106],"CNet":[112],"recognition,":[115],"running":[116,144],"on":[117],"devices.":[119],"We":[120],"have":[121],"extensively":[122],"evaluated":[123],"including":[125],"performance":[126],"accuracy":[128],"efficiency.":[130],"The":[131],"ESDR-DL":[132],"deployed":[134],"at":[135],"Dongying":[137],"China,":[140],"has":[142],"been":[143],"over":[146],"year":[148],"demonstrates":[150],"that":[151],"it":[152],"can":[153],"work":[154],"reliably":[155],"practical":[157],"usage.":[158]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
