{"id":"https://openalex.org/W2944838875","doi":"https://doi.org/10.3390/s19102271","title":"Ship Detection for Optical Remote Sensing Images Based on Visual Attention Enhanced Network","display_name":"Ship Detection for Optical Remote Sensing Images Based on Visual Attention Enhanced Network","publication_year":2019,"publication_date":"2019-05-16","ids":{"openalex":"https://openalex.org/W2944838875","doi":"https://doi.org/10.3390/s19102271","mag":"2944838875","pmid":"https://pubmed.ncbi.nlm.nih.gov/31100909"},"language":"en","primary_location":{"id":"doi:10.3390/s19102271","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19102271","pdf_url":"https://www.mdpi.com/1424-8220/19/10/2271/pdf?version=1558005728","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/19/10/2271/pdf?version=1558005728","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022557444","display_name":"Fukun Bi","orcid":"https://orcid.org/0000-0003-3501-9142"},"institutions":[{"id":"https://openalex.org/I1456306","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652","country_code":"CN","type":"education","lineage":["https://openalex.org/I1456306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fukun Bi","raw_affiliation_strings":["School of Information Science and Technology, North China University of Technology, Beijing 100144, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, North China University of Technology, Beijing 100144, China","institution_ids":["https://openalex.org/I1456306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083422934","display_name":"Jinyuan Hou","orcid":null},"institutions":[{"id":"https://openalex.org/I1456306","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652","country_code":"CN","type":"education","lineage":["https://openalex.org/I1456306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinyuan Hou","raw_affiliation_strings":["School of Information Science and Technology, North China University of Technology, Beijing 100144, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, North China University of Technology, Beijing 100144, China","institution_ids":["https://openalex.org/I1456306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100731492","display_name":"Liang Chen","orcid":"https://orcid.org/0000-0002-3277-6917"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Chen","raw_affiliation_strings":["School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100753653","display_name":"Zhihua Yang","orcid":"https://orcid.org/0000-0002-8501-465X"},"institutions":[{"id":"https://openalex.org/I1456306","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652","country_code":"CN","type":"education","lineage":["https://openalex.org/I1456306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihua Yang","raw_affiliation_strings":["School of Information Science and Technology, North China University of Technology, Beijing 100144, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, North China University of Technology, Beijing 100144, China","institution_ids":["https://openalex.org/I1456306"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100652818","display_name":"Yanping Wang","orcid":"https://orcid.org/0000-0002-1287-670X"},"institutions":[{"id":"https://openalex.org/I1456306","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652","country_code":"CN","type":"education","lineage":["https://openalex.org/I1456306"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yanping Wang","raw_affiliation_strings":["School of Information Science and Technology, North China University of Technology, Beijing 100144, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, North China University of Technology, Beijing 100144, China","institution_ids":["https://openalex.org/I1456306"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100652818"],"corresponding_institution_ids":["https://openalex.org/I1456306"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.431,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.85393756,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"19","issue":"10","first_page":"2271","last_page":"2271"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9977999925613403,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9962000250816345,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7745374441146851},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6919331550598145},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6892192363739014},{"id":"https://openalex.org/keywords/false-alarm","display_name":"False alarm","score":0.6133948564529419},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5311152935028076},{"id":"https://openalex.org/keywords/sliding-window-protocol","display_name":"Sliding window protocol","score":0.5097364783287048},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.48954734206199646},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.48951685428619385},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4878118336200714},{"id":"https://openalex.org/keywords/constant-false-alarm-rate","display_name":"Constant false alarm rate","score":0.4400991201400757},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4173315465450287},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3654544949531555},{"id":"https://openalex.org/keywords/window","display_name":"Window (computing)","score":0.29195457696914673},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.16691341996192932},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11015233397483826},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10487291216850281}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7745374441146851},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6919331550598145},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6892192363739014},{"id":"https://openalex.org/C2776836416","wikidata":"https://www.wikidata.org/wiki/Q1364844","display_name":"False alarm","level":2,"score":0.6133948564529419},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5311152935028076},{"id":"https://openalex.org/C102392041","wikidata":"https://www.wikidata.org/wiki/Q592860","display_name":"Sliding window protocol","level":3,"score":0.5097364783287048},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.48954734206199646},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.48951685428619385},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4878118336200714},{"id":"https://openalex.org/C77052588","wikidata":"https://www.wikidata.org/wiki/Q644307","display_name":"Constant false alarm rate","level":2,"score":0.4400991201400757},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4173315465450287},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3654544949531555},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.29195457696914673},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.16691341996192932},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11015233397483826},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10487291216850281},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s19102271","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19102271","pdf_url":"https://www.mdpi.com/1424-8220/19/10/2271/pdf?version=1558005728","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},{"id":"pmid:31100909","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31100909","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:78cdaac0767d477f84e35e8bd323d82c","is_oa":true,"landing_page_url":"https://doaj.org/article/78cdaac0767d477f84e35e8bd323d82c","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 19, Iss 10, p 2271 (2019)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:5547926","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6567313","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"},{"id":"pmh:oai:mdpi.com:/1424-8220/19/10/2271/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s19102271","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":"Sensors","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s19102271","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19102271","pdf_url":"https://www.mdpi.com/1424-8220/19/10/2271/pdf?version=1558005728","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1418139920","display_name":null,"funder_award_id":"4192021","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"},{"id":"https://openalex.org/G7022816921","display_name":null,"funder_award_id":"61601006","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"},{"id":"https://openalex.org/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2944838875.pdf","grobid_xml":"https://content.openalex.org/works/W2944838875.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1483870316","https://openalex.org/W1621802500","https://openalex.org/W1624980979","https://openalex.org/W1997950256","https://openalex.org/W2003059629","https://openalex.org/W2017226600","https://openalex.org/W2049439521","https://openalex.org/W2056522964","https://openalex.org/W2061200049","https://openalex.org/W2063605520","https://openalex.org/W2094236270","https://openalex.org/W2099831943","https://openalex.org/W2136251662","https://openalex.org/W2151610277","https://openalex.org/W2167731172","https://openalex.org/W2194775991","https://openalex.org/W2274287116","https://openalex.org/W2442495293","https://openalex.org/W2549139847","https://openalex.org/W2596326966","https://openalex.org/W2623412144","https://openalex.org/W2659533854","https://openalex.org/W2727875856","https://openalex.org/W2743388417","https://openalex.org/W2747165560","https://openalex.org/W2756833625","https://openalex.org/W2764012408","https://openalex.org/W2784050770","https://openalex.org/W2790688320","https://openalex.org/W2791979332","https://openalex.org/W2795674590","https://openalex.org/W2803867573","https://openalex.org/W2806263990","https://openalex.org/W2884419823","https://openalex.org/W2884585870","https://openalex.org/W2899594603","https://openalex.org/W2912361013","https://openalex.org/W2951559372","https://openalex.org/W2963813458","https://openalex.org/W2964350391","https://openalex.org/W3102695566"],"related_works":["https://openalex.org/W2353818951","https://openalex.org/W1983393909","https://openalex.org/W2969228573","https://openalex.org/W3210391122","https://openalex.org/W2040150569","https://openalex.org/W1912896918","https://openalex.org/W2132174924","https://openalex.org/W1911540634","https://openalex.org/W2013909972","https://openalex.org/W2790624640"],"abstract_inverted_index":{"Ship":[0],"detection":[1,14,56,80,116,128,161,211],"plays":[2],"a":[3,41,54,88,114,146,164,191],"significant":[4],"role":[5],"in":[6,74,151,222],"military":[7],"and":[8,48,77,130,144,178,212],"civil":[9],"fields.":[10],"Although":[11],"some":[12],"state-of-the-art":[13,184],"methods,":[15],"based":[16,63,118,141],"on":[17,64,119,142,163],"convolutional":[18],"neural":[19],"networks":[20],"(CNN)":[21],"have":[22],"certain":[23],"advantages,":[24],"they":[25],"still":[26],"cannot":[27],"solve":[28],"the":[29,33,79,99,107,120,127,155,160,183,195,204,220],"challenge":[30],"well,":[31],"including":[32],"large":[34,42,165],"size":[35],"of":[36,44,133,167,174,199,203,215],"images,":[37,62,85],"complex":[38,223],"scene":[39,92],"structure,":[40],"amount":[43],"false":[45,72],"alarm":[46,73],"interference,":[47],"inshore":[49,134],"ships.":[50,104],"This":[51],"paper":[52],"proposes":[53],"ship":[55,115],"method":[57,162,185,206,218],"from":[58,82],"optical":[59],"remote":[60,83,169,224],"sensing":[61,84,170,225],"visual":[65,121,147,156],"attention":[66,122,148],"enhanced":[67,149],"network.":[68],"To":[69],"effectively":[70],"reduce":[71],"non-ship":[75],"area":[76],"improve":[78],"efficiency":[81],"we":[86,112,136],"developed":[87],"light-weight":[89],"local":[90,100,109],"candidate":[91,101,110],"network(":[93],"L":[94],"2":[95],"CSN)":[96],"to":[97,125,153],"extract":[98,138,154],"scenes":[102],"with":[103],"Then,":[105],"for":[106],"selected":[108],"scenes,":[111],"propose":[113],"method,":[117],"DSOD(VA-DSOD).":[123],"Here,":[124],"enhance":[126],"performance":[129,214],"positioning":[131],"accuracy":[132],"ships,":[135],"both":[137],"semantic":[139],"features,":[140],"DSOD":[143,152,188],"embed":[145],"network":[150],"features.":[157],"We":[158,181],"test":[159],"number":[166],"typical":[168],"datasets,":[171],"which":[172,193],"consist":[173],"Google":[175],"Earth":[176],"images":[177],"GaoFen-2":[179],"images.":[180],"regard":[182],"[sliding":[186],"window":[187],"(SW+DSOD)]":[189],"as":[190],"baseline,":[192],"achieves":[194],"average":[196],"precision":[197],"(AP)":[198],"82.33%.":[200],"The":[201,210],"AP":[202],"proposed":[205,217],"increases":[207],"by":[208],"7.53%.":[209],"location":[213],"our":[216],"outperforms":[219],"baseline":[221],"scenes.":[226]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":4}],"updated_date":"2026-03-31T07:56:22.981413","created_date":"2025-10-10T00:00:00"}
