{"id":"https://openalex.org/W4404848066","doi":"https://doi.org/10.1109/icnsc62968.2024.10760079","title":"Behavior Recognition of Ship Pilots Based on Multimodal Video Data","display_name":"Behavior Recognition of Ship Pilots Based on Multimodal Video Data","publication_year":2024,"publication_date":"2024-10-18","ids":{"openalex":"https://openalex.org/W4404848066","doi":"https://doi.org/10.1109/icnsc62968.2024.10760079"},"language":"en","primary_location":{"id":"doi:10.1109/icnsc62968.2024.10760079","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnsc62968.2024.10760079","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Networking, Sensing and Control (ICNSC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101551510","display_name":"Yu Meng","orcid":"https://orcid.org/0000-0003-0013-2102"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Meng Yu","raw_affiliation_strings":["School of Transportation and Logistics Engineering, Wuhan University of Technology,Wuhan,China"],"affiliations":[{"raw_affiliation_string":"School of Transportation and Logistics Engineering, Wuhan University of Technology,Wuhan,China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115591442","display_name":"Jun Zhang","orcid":"https://orcid.org/0000-0002-3067-2620"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Zhang","raw_affiliation_strings":["School of Transportation and Logistics Engineering, Wuhan University of Technology,Wuhan,China"],"affiliations":[{"raw_affiliation_string":"School of Transportation and Logistics Engineering, Wuhan University of Technology,Wuhan,China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100766009","display_name":"Jiayi Shen","orcid":"https://orcid.org/0000-0002-6348-2559"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayi Shen","raw_affiliation_strings":["School of Transportation and Logistics Engineering, Wuhan University of Technology,Wuhan,China"],"affiliations":[{"raw_affiliation_string":"School of Transportation and Logistics Engineering, Wuhan University of Technology,Wuhan,China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101824313","display_name":"Xuetao Liu","orcid":"https://orcid.org/0009-0009-3810-1484"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuetao Liu","raw_affiliation_strings":["School of Transportation and Logistics Engineering, Wuhan University of Technology,Wuhan,China"],"affiliations":[{"raw_affiliation_string":"School of Transportation and Logistics Engineering, Wuhan University of Technology,Wuhan,China","institution_ids":["https://openalex.org/I196699116"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101551510"],"corresponding_institution_ids":["https://openalex.org/I196699116"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2837969,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11622","display_name":"Maritime Navigation and Safety","score":0.8840000033378601,"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/T11622","display_name":"Maritime Navigation and Safety","score":0.8840000033378601,"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":0.7225849032402039},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.40774810314178467},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36259329319000244},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3407510221004486},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.33080512285232544}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7225849032402039},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.40774810314178467},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36259329319000244},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3407510221004486},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.33080512285232544}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnsc62968.2024.10760079","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnsc62968.2024.10760079","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Networking, Sensing and Control (ICNSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0,69],"irregular":[1],"behavior":[2,67],"of":[3,55,66,83,101,164,187],"ship":[4],"pilots":[5],"poses":[6],"a":[7,41,45,53,106,132,177],"safety":[8,26],"hazard":[9],"in":[10,63],"navigation.":[11],"Identifying":[12],"abnormal":[13],"behaviors,":[14],"reducing":[15,119],"water":[16],"traffic":[17],"accidents":[18],"caused":[19],"by":[20,89,142],"human":[21],"factors,":[22],"and":[23,75,91,99,148,152,175,181,184],"improving":[24,96],"navigation":[25],"supervision":[27],"have":[28,104],"become":[29],"critical":[30],"issues.":[31],"To":[32],"better":[33],"simulate":[34],"real-world":[35],"scenarios,":[36],"this":[37,129],"study":[38,70,130],"has":[39,156],"constructed":[40],"private":[42],"dataset":[43,59],"using":[44,176],"full-field-of-view":[46],"simulated":[47],"bridge,":[48],"covering":[49],"six":[50],"actions":[51],"with":[52,170],"total":[54],"1,560":[56],"videos.":[57],"This":[58,154],"introduces":[60,131],"several":[61],"innovations":[62],"the":[64,81,97,158,167],"field":[65],"recognition.":[68,102],"combines":[71],"RGB,":[72],"infrared":[73],"(IR),":[74],"depth":[76],"(Depth)":[77],"multimodal":[78,137],"data,":[79],"addressing":[80],"limitations":[82],"single":[84],"modalities":[85,147],"being":[86],"easily":[87],"affected":[88],"lighting":[90],"lacking":[92],"three-dimensional":[93],"information,":[94],"thus":[95],"robustness":[98],"accuracy":[100,163],"We":[103],"designed":[105],"lightweight":[107],"3D":[108],"CNN":[109],"feature":[110,116,140],"extraction":[111,117],"network,":[112],"which":[113],"ensures":[114],"efficient":[115],"while":[118],"computational":[120],"cost,":[121],"making":[122],"it":[123],"suitable":[124],"for":[125,136,173],"resource-limited":[126],"scenarios.":[127],"Additionally,":[128],"dual":[133],"attention":[134],"mechanism":[135],"fusion,":[138],"enhancing":[139],"representation":[141],"combining":[143],"features":[144],"from":[145],"different":[146],"leveraging":[149],"their":[150],"complementarity":[151],"correlation.":[153],"approach":[155],"enabled":[157],"model":[159],"to":[160],"achieve":[161],"an":[162,185],"92.95%":[165],"on":[166],"custom":[168],"dataset,":[169],"recognition":[171],"rates":[172],"texting":[174],"telescope":[178],"reaching":[179],"98%":[180],"94%,":[182],"respectively,":[183],"F1-score":[186],"0.8731.":[188]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}