{"id":"https://openalex.org/W2995504921","doi":"https://doi.org/10.1109/access.2019.2959662","title":"Coastline Extraction Method Based on Convolutional Neural Networks\u2014A Case Study of Jiaozhou Bay in Qingdao, China","display_name":"Coastline Extraction Method Based on Convolutional Neural Networks\u2014A Case Study of Jiaozhou Bay in Qingdao, China","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2995504921","doi":"https://doi.org/10.1109/access.2019.2959662","mag":"2995504921"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2959662","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2959662","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08932493.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08932493.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109462895","display_name":"Liu Xiao-ying","orcid":null},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiao-Ying Liu","raw_affiliation_strings":["College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055657050","display_name":"Rui\u2010Sheng Jia","orcid":"https://orcid.org/0000-0003-1612-4764"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui-Sheng Jia","raw_affiliation_strings":["College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China","Shandong Province Key Laboratory of Wisdom Mine Information Technology, Shandong University of Science and Technology, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]},{"raw_affiliation_string":"Shandong Province Key Laboratory of Wisdom Mine Information Technology, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071216468","display_name":"Qingming Liu","orcid":"https://orcid.org/0000-0002-4585-0901"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing-Ming Liu","raw_affiliation_strings":["College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038065396","display_name":"Chaoyue Zhao","orcid":"https://orcid.org/0000-0001-8458-1137"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao-Yue Zhao","raw_affiliation_strings":["College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100548904","display_name":"Hong\u2010Mei Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong-Mei Sun","raw_affiliation_strings":["College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China","Shandong Province Key Laboratory of Wisdom Mine Information Technology, Shandong University of Science and Technology, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]},{"raw_affiliation_string":"Shandong Province Key Laboratory of Wisdom Mine Information Technology, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5109462895"],"corresponding_institution_ids":["https://openalex.org/I80143920"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.8791,"has_fulltext":true,"cited_by_count":34,"citation_normalized_percentile":{"value":0.93373742,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"180281","last_page":"180291"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11698","display_name":"Underwater Acoustics Research","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"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/T11698","display_name":"Underwater Acoustics Research","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9794999957084656,"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"}},{"id":"https://openalex.org/T10255","display_name":"Oceanographic and Atmospheric Processes","score":0.968999981880188,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.794854998588562},{"id":"https://openalex.org/keywords/bay","display_name":"Bay","score":0.7618865966796875},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5536061525344849},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.5392922163009644},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5325877666473389},{"id":"https://openalex.org/keywords/extraction","display_name":"Extraction (chemistry)","score":0.514575183391571},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3617249131202698},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.3089321255683899},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2004011571407318},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.17583858966827393},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.05469244718551636},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.05222591757774353}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.794854998588562},{"id":"https://openalex.org/C115880899","wikidata":"https://www.wikidata.org/wiki/Q1124247","display_name":"Bay","level":2,"score":0.7618865966796875},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5536061525344849},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.5392922163009644},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5325877666473389},{"id":"https://openalex.org/C4725764","wikidata":"https://www.wikidata.org/wiki/Q844704","display_name":"Extraction (chemistry)","level":2,"score":0.514575183391571},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3617249131202698},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.3089321255683899},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2004011571407318},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.17583858966827393},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.05469244718551636},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.05222591757774353},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2959662","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2959662","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08932493.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:22d48934afac4595808f0b5b2acf19cf","is_oa":true,"landing_page_url":"https://doaj.org/article/22d48934afac4595808f0b5b2acf19cf","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":"IEEE Access, Vol 7, Pp 180281-180291 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2959662","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2959662","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08932493.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","score":0.8299999833106995,"display_name":"Life below water"}],"awards":[{"id":"https://openalex.org/G1211347564","display_name":null,"funder_award_id":"2017GSF20115","funder_id":"https://openalex.org/F4320333596","funder_display_name":"Key Technology Research and Development Program of Shandong"},{"id":"https://openalex.org/G2696157397","display_name":null,"funder_award_id":"ZR201","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G6924028813","display_name":null,"funder_award_id":"ZR2018","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G8402833515","display_name":null,"funder_award_id":"ZR2018MEE008","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"}],"funders":[{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null},{"id":"https://openalex.org/F4320333596","display_name":"Key Technology Research and Development Program of Shandong","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2995504921.pdf","grobid_xml":"https://content.openalex.org/works/W2995504921.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W845365781","https://openalex.org/W1634205129","https://openalex.org/W1673261890","https://openalex.org/W1686810756","https://openalex.org/W1769926588","https://openalex.org/W2009740566","https://openalex.org/W2046304175","https://openalex.org/W2067298841","https://openalex.org/W2077509829","https://openalex.org/W2087036095","https://openalex.org/W2104095591","https://openalex.org/W2108598243","https://openalex.org/W2110158442","https://openalex.org/W2145023731","https://openalex.org/W2156387975","https://openalex.org/W2194775991","https://openalex.org/W2327914372","https://openalex.org/W2362015263","https://openalex.org/W2366379728","https://openalex.org/W2397602830","https://openalex.org/W2507814723","https://openalex.org/W2526933980","https://openalex.org/W2774839435","https://openalex.org/W2899018893","https://openalex.org/W2963307106","https://openalex.org/W2963840672","https://openalex.org/W2979787888","https://openalex.org/W4241071816","https://openalex.org/W6637373629","https://openalex.org/W6638042130","https://openalex.org/W6682889407","https://openalex.org/W6696085341","https://openalex.org/W6712522930"],"related_works":["https://openalex.org/W2240559228","https://openalex.org/W1998854056","https://openalex.org/W163493885","https://openalex.org/W2052614979","https://openalex.org/W788627627","https://openalex.org/W2755812209","https://openalex.org/W3010733986","https://openalex.org/W2111927958","https://openalex.org/W4313427733","https://openalex.org/W1595180183"],"abstract_inverted_index":{"The":[0,123],"traditional":[1],"edge":[2],"detection-based":[3],"shoreline":[4],"extraction":[5,31],"method":[6,32,129],"is":[7,14],"severely":[8],"disturbed":[9],"by":[10],"noise,":[11],"and":[12,59,136,140],"it":[13],"difficult":[15],"to":[16,23,52,79,104],"obtain":[17],"a":[18,29],"continuous":[19],"coastline.":[20],"In":[21],"response":[22],"the":[24,41,45,49,57,61,69,75,81,88,96,106,114,133,137,141,147],"above":[25],"problems,":[26],"we":[27,39,67],"propose":[28],"coastline":[30,134],"based":[33],"on":[34,113],"convolutional":[35],"neural":[36],"networks.":[37],"Firstly,":[38],"replace":[40],"standard":[42],"convolution":[43],"with":[44],"Mini-Inception":[46],"structure":[47],"in":[48,121],"backbone":[50],"network":[51,97],"extract":[53,132],"multi-scale":[54,62],"features":[55,63,90],"of":[56,74,91,102,118],"object,":[58],"all":[60],"are":[64],"concatenated.":[65],"Then,":[66],"use":[68],"leaky-ReLU":[70],"activation":[71,77],"function":[72,78],"instead":[73],"ReLU":[76],"avoid":[80],"problem":[82],"that":[83,127],"\u201cdead\u201d":[84],"neurons":[85],"cannot":[86],"learn":[87],"effective":[89],"remote":[92,115],"sensing":[93,116],"images.":[94],"Finally,":[95],"fully":[98],"exploits":[99],"multi-level":[100],"information":[101],"objects":[103],"perform":[105],"image-to-image":[107],"prediction.":[108],"We":[109],"carried":[110],"out":[111],"experiments":[112],"images":[117],"Jiaozhou":[119],"Bay":[120],"Qingdao.":[122],"experimental":[124],"results":[125],"showed":[126],"our":[128],"could":[130],"effectively":[131],"automatically,":[135],"producer's":[138],"accuracy":[139,143],"user's":[142],"were":[144],"higher":[145],"than":[146],"comparison":[148],"methods.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}