{"id":"https://openalex.org/W3080603209","doi":"https://doi.org/10.1109/access.2020.3018270","title":"iOceanSee: A Novel Scheme for Ocean State Estimation Using 3D Mobile Convolutional Neural Network","display_name":"iOceanSee: A Novel Scheme for Ocean State Estimation Using 3D Mobile Convolutional Neural Network","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3080603209","doi":"https://doi.org/10.1109/access.2020.3018270","mag":"3080603209"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3018270","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3018270","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09172055.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/ielx7/6287639/8948470/09172055.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058026627","display_name":"Huafeng Wu","orcid":"https://orcid.org/0000-0002-3150-3407"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huafeng Wu","raw_affiliation_strings":["Merchant Marine College, Shanghai Maritime University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-3150-3407","affiliations":[{"raw_affiliation_string":"Merchant Marine College, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016692595","display_name":"Yuanyuan Zhang","orcid":"https://orcid.org/0000-0003-2557-6543"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanyuan Zhang","raw_affiliation_strings":["Merchant Marine College, Shanghai Maritime University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-2557-6543","affiliations":[{"raw_affiliation_string":"Merchant Marine College, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100384682","display_name":"Jun Wang","orcid":"https://orcid.org/0000-0002-0926-4761"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jun Wang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Central Florida, Orlando, FL, USA"],"raw_orcid":"https://orcid.org/0000-0002-0926-4761","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100415463","display_name":"Weijun Wang","orcid":"https://orcid.org/0000-0002-7323-898X"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weijun Wang","raw_affiliation_strings":["Merchant Marine College, Shanghai Maritime University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Merchant Marine College, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036829350","display_name":"Jiangfeng Xian","orcid":"https://orcid.org/0000-0002-5141-9085"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangfeng Xian","raw_affiliation_strings":["Merchant Marine College, Shanghai Maritime University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-5141-9085","affiliations":[{"raw_affiliation_string":"Merchant Marine College, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100394859","display_name":"Jing Chen","orcid":"https://orcid.org/0000-0002-0714-466X"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Chen","raw_affiliation_strings":["Merchant Marine College, Shanghai Maritime University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Merchant Marine College, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064721950","display_name":"Xiangyi Zou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210146364","display_name":"National Marine Environmental Forecasting Center","ror":"https://ror.org/047hznt06","country_code":"CN","type":"government","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390","https://openalex.org/I4210146364"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangyi Zou","raw_affiliation_strings":["National Deep Sea Center, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Deep Sea Center, Shandong, China","institution_ids":["https://openalex.org/I4210146364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086439160","display_name":"Prasant Mohapatra","orcid":"https://orcid.org/0000-0002-2768-5308"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prasant Mohapatra","raw_affiliation_strings":["Department of Computer Science, University of California at Davis, Davis, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-2768-5308","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California at Davis, Davis, CA, USA","institution_ids":["https://openalex.org/I84218800"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.11240101,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"8","issue":null,"first_page":"153774","last_page":"153786"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.9984999895095825,"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"}},{"id":"https://openalex.org/T11698","display_name":"Underwater Acoustics Research","score":0.9973000288009644,"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/computer-science","display_name":"Computer science","score":0.8111331462860107},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7438474893569946},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5147795677185059},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4610193967819214},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4351648688316345},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4136753976345062}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8111331462860107},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7438474893569946},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5147795677185059},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4610193967819214},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4351648688316345},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4136753976345062},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3018270","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3018270","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09172055.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:4d0e8698f8b74ee4955f4cf5f4935107","is_oa":true,"landing_page_url":"https://doaj.org/article/4d0e8698f8b74ee4955f4cf5f4935107","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":"IEEE Access, Vol 8, Pp 153774-153786 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3018270","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3018270","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09172055.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":[{"score":0.8199999928474426,"display_name":"Life below water","id":"https://metadata.un.org/sdg/14"}],"awards":[{"id":"https://openalex.org/G1119058640","display_name":null,"funder_award_id":"18040501700","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3515519661","display_name":null,"funder_award_id":"2019YBR006","funder_id":"https://openalex.org/F4320326300","funder_display_name":"Shanghai Maritime University"},{"id":"https://openalex.org/G4508119455","display_name":null,"funder_award_id":"2017ycx030","funder_id":"https://openalex.org/F4320326300","funder_display_name":"Shanghai Maritime University"},{"id":"https://openalex.org/G5675579584","display_name":null,"funder_award_id":"51709167","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7531252694","display_name":null,"funder_award_id":"2016ycx042","funder_id":"https://openalex.org/F4320326300","funder_display_name":"Shanghai Maritime University"},{"id":"https://openalex.org/G8303540275","display_name":"\u57fa\u4e8e\u6d77\u6d6a\u906e\u853d\u6548\u5e94\u6a21\u578b\u7684\u6d77\u6d0b\u4f20\u611f\u7f51\u4e09\u7ef4\u52a8\u6001\u534f\u540c\u5b9a\u4f4d\u673a\u5236","funder_award_id":"51579143","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8905120042","display_name":null,"funder_award_id":"61701299","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/F4320326300","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3080603209.pdf","grobid_xml":"https://content.openalex.org/works/W3080603209.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W657675841","https://openalex.org/W1015475826","https://openalex.org/W1983364832","https://openalex.org/W2047880509","https://openalex.org/W2112796928","https://openalex.org/W2589059234","https://openalex.org/W2735334413","https://openalex.org/W2755968140","https://openalex.org/W2765854388","https://openalex.org/W2776216279","https://openalex.org/W2782396879","https://openalex.org/W2789679310","https://openalex.org/W2790708925","https://openalex.org/W2792155504","https://openalex.org/W2794119776","https://openalex.org/W2796747736","https://openalex.org/W2797161036","https://openalex.org/W2802585823","https://openalex.org/W2804692111","https://openalex.org/W2885611549","https://openalex.org/W2907364369","https://openalex.org/W2909593838","https://openalex.org/W2911605501","https://openalex.org/W2967791425","https://openalex.org/W4297775537","https://openalex.org/W6737664043"],"related_works":["https://openalex.org/W4391621807","https://openalex.org/W4321487865","https://openalex.org/W4313906399","https://openalex.org/W4391621790","https://openalex.org/W4239306820","https://openalex.org/W2140798747","https://openalex.org/W4391266461","https://openalex.org/W2590798552","https://openalex.org/W2811106690","https://openalex.org/W2948169060"],"abstract_inverted_index":{"Ocean":[0],"state":[1],"estimation":[2,35],"is":[3,65,107,210],"a":[4,61,89,102,108,138,147,158,173],"basic":[5],"problem":[6],"in":[7,39,77,121,167,192,254,259],"the":[8,14,18,34,40,95,113,122,168,214,223,232,260],"field":[9],"of":[10,16,20,36,83,92,128,141,177,222,231,256],"ocean":[11,24,41,54,123,154],"engineering.":[12],"Under":[13],"trend":[15],"data-driven,":[17],"development":[19],"intelligent":[21],"ship":[22],"decision-making,":[23],"energy":[25],"system":[26],"design":[27],"and":[28,68,86,181,199,229,250],"other":[29,252],"aspects,":[30],"are":[31,99],"inseparable":[32],"from":[33,218],"wave":[37,155],"parameters":[38,156],"area.":[42],"In":[43],"recent":[44],"years,":[45],"researchers":[46],"have":[47,60],"developed":[48],"remote":[49],"sensing":[50],"technology":[51],"to":[52,81,111,126,152,188,212,226,245],"monitor":[53],"waves.":[55],"However,":[56],"sensor-based":[57],"methods":[58],"all":[59],"key":[62],"limitation,":[63],"which":[64,227],"high":[66],"cost":[67],"fault":[69],"worry.":[70],"More":[71,207],"importantly,":[72],"one":[73],"major":[74],"limitation":[75],"exists":[76],"current":[78],"research:":[79],"due":[80,125],"lack":[82,127],"change":[84],"information":[85,217],"relying":[87],"on":[88],"single":[90],"feature":[91],"spatial":[93],"data,":[94],"final":[96],"predictive":[97],"results":[98,238],"inaccurate.":[100],"Adopting":[101],"3D":[103,142,159,246],"Convolutional":[104,143,161,247],"Neural":[105,144,162,248],"Network":[106,163,249],"possible":[109],"solution":[110],"improve":[112],"detection":[114,150],"accuracy.":[115],"Unfortunately,":[116],"it":[117],"cannot":[118],"be":[119],"deployed":[120],"environment":[124],"physical":[129],"network":[130],"connections.":[131],"To":[132],"resolve":[133],"these":[134],"issues,":[135],"we":[136],"develop":[137],"light-weight":[139],"version":[140],"Network,":[145],"namely":[146],"low-cost,":[148],"high-accuracy":[149],"scheme":[151],"foresee":[153],"using":[157],"Mobile":[160],"technique":[164],"called":[165],"iOceanSee":[166,171,209,241],"marine":[169,261],"environment.":[170],"employs":[172],"mobile":[174],"terminal":[175],"composed":[176],"low-cost":[178],"measuring":[179],"equipment":[180],"non-interference":[182],"(except":[183],"light)":[184],"device-an":[185],"RGB":[186],"camera":[187],"collect":[189],"video":[190],"data":[191],"real":[193],"time.":[194],"It":[195],"extracts":[196],"both":[197],"space":[198],"time":[200],"features":[201],"through":[202],"three-dimensional":[203],"depthwise":[204],"separable":[205],"convolutions.":[206],"specifically,":[208],"able":[211],"capture":[213],"encoding":[215],"motion":[216],"multiple":[219],"adjacent":[220],"frames":[221],"video,":[224],"according":[225],"period":[228],"height":[230],"waves":[233],"being":[234],"evaluated.":[235],"Our":[236],"experimental":[237],"conclude":[239],"that":[240],"obtains":[242],"comparable":[243],"performance":[244],"outperforms":[251],"models":[253],"terms":[255],"measurement":[257],"accuracy":[258],"environments.":[262]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}