{"id":"https://openalex.org/W2951376261","doi":"https://doi.org/10.1109/access.2019.2923753","title":"An Improved U-Net Convolutional Networks for Seabed Mineral Image Segmentation","display_name":"An Improved U-Net Convolutional Networks for Seabed Mineral Image Segmentation","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2951376261","doi":"https://doi.org/10.1109/access.2019.2923753","mag":"2951376261"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2923753","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2923753","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08740923.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/ielx7/6287639/8600701/08740923.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100628752","display_name":"Wei Song","orcid":"https://orcid.org/0000-0002-5888-3657"},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Song","raw_affiliation_strings":["National Language Resource Monitoring and Research Center of Minority Languages, Minzu University of China, Beijing, China"],"affiliations":[{"raw_affiliation_string":"National Language Resource Monitoring and Research Center of Minority Languages, Minzu University of China, Beijing, China","institution_ids":["https://openalex.org/I145897649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101783416","display_name":"Nan Zheng","orcid":"https://orcid.org/0000-0002-5187-1151"},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Zheng","raw_affiliation_strings":["School of information and Engineering, Minzu University of China, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of information and Engineering, Minzu University of China, Beijing, China","institution_ids":["https://openalex.org/I145897649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051196177","display_name":"Xiangchun Liu","orcid":"https://orcid.org/0000-0001-5822-6094"},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangchun Liu","raw_affiliation_strings":["School of information and Engineering, Minzu University of China, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of information and Engineering, Minzu University of China, Beijing, China","institution_ids":["https://openalex.org/I145897649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024600603","display_name":"Lirong Qiu","orcid":"https://orcid.org/0000-0001-6489-1648"},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lirong Qiu","raw_affiliation_strings":["School of information and Engineering, Minzu University of China, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of information and Engineering, Minzu University of China, Beijing, China","institution_ids":["https://openalex.org/I145897649"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041006174","display_name":"Rui Zheng","orcid":"https://orcid.org/0000-0003-0391-2454"},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Zheng","raw_affiliation_strings":["School of information and Engineering, Minzu University of China, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of information and Engineering, Minzu University of China, Beijing, China","institution_ids":["https://openalex.org/I145897649"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100628752"],"corresponding_institution_ids":["https://openalex.org/I145897649"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.9093,"has_fulltext":true,"cited_by_count":53,"citation_normalized_percentile":{"value":0.90066799,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"7","issue":null,"first_page":"82744","last_page":"82752"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11698","display_name":"Underwater Acoustics Research","score":0.9837999939918518,"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":0.9837999939918518,"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/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.980400025844574,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9789000153541565,"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/seabed","display_name":"Seabed","score":0.5998274087905884},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5891358852386475},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5041013956069946},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.47285154461860657},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4563305079936981},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.44682377576828003},{"id":"https://openalex.org/keywords/net","display_name":"Net (polyhedron)","score":0.4143035411834717},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.3873734474182129},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3469381332397461},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3369196951389313},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.09837278723716736},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0798768401145935}],"concepts":[{"id":"https://openalex.org/C33613203","wikidata":"https://www.wikidata.org/wiki/Q468469","display_name":"Seabed","level":2,"score":0.5998274087905884},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5891358852386475},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5041013956069946},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.47285154461860657},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4563305079936981},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.44682377576828003},{"id":"https://openalex.org/C14166107","wikidata":"https://www.wikidata.org/wiki/Q253829","display_name":"Net (polyhedron)","level":2,"score":0.4143035411834717},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3873734474182129},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3469381332397461},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3369196951389313},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.09837278723716736},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0798768401145935},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2923753","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2923753","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08740923.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:842e457c171a4749b98b4437638cc4ce","is_oa":true,"landing_page_url":"https://doaj.org/article/842e457c171a4749b98b4437638cc4ce","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 82744-82752 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2923753","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2923753","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08740923.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":0.8100000023841858,"display_name":"Life below water"}],"awards":[{"id":"https://openalex.org/G3861779713","display_name":null,"funder_award_id":"61701554","funder_id":"https://openalex.org/F4320328117","funder_display_name":"Minzu University of China"},{"id":"https://openalex.org/G7204472013","display_name":null,"funder_award_id":"61701554","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327912","display_name":"Higher Education Discipline Innovation Project","ror":null},{"id":"https://openalex.org/F4320328117","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2951376261.pdf","grobid_xml":"https://content.openalex.org/works/W2951376261.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W1159302035","https://openalex.org/W1745334888","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1969013163","https://openalex.org/W1973723602","https://openalex.org/W1973880112","https://openalex.org/W2070813603","https://openalex.org/W2076449818","https://openalex.org/W2097117768","https://openalex.org/W2112796928","https://openalex.org/W2121947440","https://openalex.org/W2134158406","https://openalex.org/W2148852318","https://openalex.org/W2163605009","https://openalex.org/W2167510172","https://openalex.org/W2194775991","https://openalex.org/W2412782625","https://openalex.org/W2419448466","https://openalex.org/W2560023338","https://openalex.org/W2622064152","https://openalex.org/W2738149063","https://openalex.org/W2770180314","https://openalex.org/W2782796222","https://openalex.org/W2788906943","https://openalex.org/W2798122215","https://openalex.org/W2884436604","https://openalex.org/W2888949522","https://openalex.org/W2893552484","https://openalex.org/W2924464923","https://openalex.org/W2928133111","https://openalex.org/W2962914239","https://openalex.org/W2963136578","https://openalex.org/W2963418726","https://openalex.org/W2963659230","https://openalex.org/W2963911037","https://openalex.org/W2964309882","https://openalex.org/W3101639073","https://openalex.org/W3101650858","https://openalex.org/W4285071988","https://openalex.org/W4293406525","https://openalex.org/W4294226146","https://openalex.org/W6638444622","https://openalex.org/W6639824700","https://openalex.org/W6684191040","https://openalex.org/W6684372118","https://openalex.org/W6717372056","https://openalex.org/W6745842894","https://openalex.org/W6748775820","https://openalex.org/W6750469568","https://openalex.org/W6758492113","https://openalex.org/W6760788157","https://openalex.org/W6760897771"],"related_works":["https://openalex.org/W1989690058","https://openalex.org/W2056580067","https://openalex.org/W2942933457","https://openalex.org/W2050626321","https://openalex.org/W2007211353","https://openalex.org/W2994355023","https://openalex.org/W2313815098","https://openalex.org/W3158334019","https://openalex.org/W4313459977","https://openalex.org/W1522196789"],"abstract_inverted_index":{"The":[0,20,79,101],"digital":[1],"image":[2,93,99,114,125],"segmentation":[3,22,34,43,77,119],"algorithm":[4,23,44,83],"based":[5],"on":[6,86,112,121],"deep":[7,48],"learning":[8,46],"plays":[9],"an":[10,41],"important":[11],"role":[12],"in":[13,27],"the":[14,28,33,61,65,75,82,87,96,105,122,128],"monitoring":[15],"of":[16,30,81],"seabed":[17,97,123],"mineral":[18,98,124],"resources.":[19],"traditional":[21],"has":[24],"insufficient":[25],"performance":[26,80],"face":[29],"adhesion,":[31],"and":[32,64,95,116],"boundary":[35],"is":[36,51,57,68,84],"fuzzy.":[37],"For":[38],"this":[39],"reason,":[40],"improved":[42],"by":[45],"a":[47,117],"convolution":[49],"network":[50,62],"proposed.":[52],"A":[53],"typical":[54],"encoder-decoder":[55],"structure":[56],"used":[58],"to":[59,73],"construct":[60],"model,":[63],"decoder":[66],"part":[67],"up-sampled":[69],"at":[70],"different":[71],"scales":[72],"obtain":[74],"final":[76],"map.":[78],"tested":[85],"gray":[88],"scale":[89],"electron":[90],"microscopy":[91],"(EM)":[92],"dataset":[94,126],"dataset.":[100],"experimental":[102],"shows":[103],"that":[104],"Rand":[106],"theoretic":[107],"score":[108],"can":[109],"achieve":[110],"0.916":[111],"EM":[113],"dataset,":[115],"better":[118],"result":[120],"than":[127],"original":[129],"U-net":[130],"Convolutional":[131],"Network.":[132]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
