{"id":"https://openalex.org/W4410506943","doi":"https://doi.org/10.1007/s40747-025-01918-5","title":"Joint feature representation optimization and anti-occlusion for robust multi-vessel tracking in inland waterways","display_name":"Joint feature representation optimization and anti-occlusion for robust multi-vessel tracking in inland waterways","publication_year":2025,"publication_date":"2025-05-19","ids":{"openalex":"https://openalex.org/W4410506943","doi":"https://doi.org/10.1007/s40747-025-01918-5"},"language":"en","primary_location":{"id":"doi:10.1007/s40747-025-01918-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-025-01918-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-025-01918-5.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s40747-025-01918-5.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090543633","display_name":"Shenjie Zou","orcid":"https://orcid.org/0009-0007-9882-3230"},"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":true,"raw_author_name":"Shenjie Zou","raw_affiliation_strings":["College of Information Engineering, Shanghai Maritime University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100642607","display_name":"Jin Liu","orcid":"https://orcid.org/0000-0001-7249-698X"},"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":"Jin Liu","raw_affiliation_strings":["College of Information Engineering, Shanghai Maritime University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100612912","display_name":"Xiliang Zhang","orcid":"https://orcid.org/0000-0001-8529-1350"},"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":"Xiliang Zhang","raw_affiliation_strings":["College of Information Engineering, Shanghai Maritime University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086049872","display_name":"Zhongdai Wu","orcid":"https://orcid.org/0009-0001-3388-9446"},"institutions":[{"id":"https://openalex.org/I4210097049","display_name":"Shanghai Ship and Shipping Research Institute","ror":"https://ror.org/00z9npm78","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210097049"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongdai Wu","raw_affiliation_strings":["State Key Laboratory of Maritime Technology and Safety, Shanghai Ship and Shipping Research Institute, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Maritime Technology and Safety, Shanghai Ship and Shipping Research Institute, Shanghai, China","institution_ids":["https://openalex.org/I4210097049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100748634","display_name":"Jing Liu","orcid":"https://orcid.org/0000-0002-2217-0372"},"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 Liu","raw_affiliation_strings":["College of Information Engineering, Shanghai Maritime University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100690519","display_name":"Bing Han","orcid":"https://orcid.org/0000-0002-6526-4432"},"institutions":[{"id":"https://openalex.org/I4210097049","display_name":"Shanghai Ship and Shipping Research Institute","ror":"https://ror.org/00z9npm78","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210097049"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Han","raw_affiliation_strings":["State Key Laboratory of Maritime Technology and Safety, Shanghai Ship and Shipping Research Institute, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Maritime Technology and Safety, Shanghai Ship and Shipping Research Institute, Shanghai, China","institution_ids":["https://openalex.org/I4210097049"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5090543633"],"corresponding_institution_ids":["https://openalex.org/I96733725"],"apc_list":{"value":1320,"currency":"GBP","value_usd":1619},"apc_paid":{"value":1320,"currency":"GBP","value_usd":1619},"fwci":1.3889,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.81802634,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"11","issue":"7","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14257","display_name":"Advanced Measurement and Detection Methods","score":0.982200026512146,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T14257","display_name":"Advanced Measurement and Detection Methods","score":0.982200026512146,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11622","display_name":"Maritime Navigation and Safety","score":0.9765999913215637,"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.974399983882904,"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/computational-intelligence","display_name":"Computational intelligence","score":0.7916057705879211},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.6946836709976196},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5976548790931702},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5876080393791199},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5765482187271118},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5542457103729248},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5374788045883179},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4204046130180359},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39181676506996155},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3015263080596924},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.16648727655410767},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08054682612419128},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.07495281100273132}],"concepts":[{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.7916057705879211},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.6946836709976196},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5976548790931702},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5876080393791199},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5765482187271118},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5542457103729248},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5374788045883179},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4204046130180359},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39181676506996155},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3015263080596924},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.16648727655410767},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08054682612419128},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.07495281100273132},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s40747-025-01918-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-025-01918-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-025-01918-5.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4a1a081e6c0149baaec5f79c333e6d39","is_oa":true,"landing_page_url":"https://doaj.org/article/4a1a081e6c0149baaec5f79c333e6d39","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complex & Intelligent Systems, Vol 11, Iss 7, Pp 1-15 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s40747-025-01918-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-025-01918-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-025-01918-5.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6624196571","display_name":null,"funder_award_id":"2021YFC","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G78242853","display_name":null,"funder_award_id":"2021YFC2801001","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320326300","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410506943.pdf","grobid_xml":"https://content.openalex.org/works/W4410506943.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1536680647","https://openalex.org/W1985535533","https://openalex.org/W1993344450","https://openalex.org/W2037227137","https://openalex.org/W2042149502","https://openalex.org/W2056983979","https://openalex.org/W2109579504","https://openalex.org/W2194775991","https://openalex.org/W2252355370","https://openalex.org/W2474599091","https://openalex.org/W2552331162","https://openalex.org/W2570343428","https://openalex.org/W2603203130","https://openalex.org/W2626779203","https://openalex.org/W2889761511","https://openalex.org/W2963037989","https://openalex.org/W2989604896","https://openalex.org/W3000280594","https://openalex.org/W3000657974","https://openalex.org/W3009977275","https://openalex.org/W3010377716","https://openalex.org/W3034971973","https://openalex.org/W3084173793","https://openalex.org/W3095753995","https://openalex.org/W3104218139","https://openalex.org/W3130098432","https://openalex.org/W3214396588","https://openalex.org/W4206754102","https://openalex.org/W4220788271","https://openalex.org/W4286904999","https://openalex.org/W4310872386","https://openalex.org/W4313072323","https://openalex.org/W4372284227","https://openalex.org/W4375868769","https://openalex.org/W4381732906","https://openalex.org/W4386071462","https://openalex.org/W4386547483","https://openalex.org/W4388116458","https://openalex.org/W4388361609","https://openalex.org/W4392452358","https://openalex.org/W4398226326","https://openalex.org/W4401689299","https://openalex.org/W6603776078","https://openalex.org/W6836371346"],"related_works":["https://openalex.org/W2084086966","https://openalex.org/W1996130883","https://openalex.org/W2748574964","https://openalex.org/W2023861399","https://openalex.org/W2062195135","https://openalex.org/W2730915376","https://openalex.org/W2888483922","https://openalex.org/W2736674626","https://openalex.org/W2973875853","https://openalex.org/W4396737233"],"abstract_inverted_index":{"Multiple":[0],"vessel":[1,80,124,168,203],"tracking":[2],"plays":[3],"a":[4,77,91,107,123,158],"vital":[5],"role":[6],"in":[7,54,62,72,79,147,198],"maritime":[8],"surveillance":[9],"systems.":[10],"Previous":[11],"studies":[12],"have":[13],"typically":[14],"integrated":[15],"object":[16],"detection":[17,81,101],"and":[18,102,134],"trajectory":[19],"association":[20],"techniques":[21],"to":[22,40,45,76,141,166,177,183],"address":[23,84],"this":[24,88],"problem,":[25],"but":[26],"they":[27],"still":[28],"face":[29],"some":[30,184],"significant":[31],"challenges.":[32],"On":[33],"one":[34],"hand,":[35],"these":[36],"methods":[37],"are":[38],"susceptible":[39],"losing":[41],"tracked":[42],"targets":[43],"due":[44],"long-term":[46,114],"occlusion":[47,115],"by":[48],"other":[49],"obstacles":[50],"or":[51],"slow-moving":[52],"vessels":[53,71,145,182],"inland":[55,149],"waterways.":[56],"Moreover,":[57],"traditional":[58],"models":[59],"encounter":[60],"difficulties":[61],"accurately":[63],"capturing":[64],"the":[65,70,85,144,175,194,200],"global":[66],"appearance":[67,169],"features":[68,146,170,180],"of":[69,181,202],"images,":[73],"which":[74,112],"leads":[75],"decline":[78],"performance.":[82],"To":[83],"issues":[86],"above,":[87],"paper":[89],"proposes":[90],"novel":[92],"Vessel":[93],"Status":[94],"Augmented":[95],"Track":[96],"(VSATrack)":[97],"framework":[98],"for":[99],"multi-vessel":[100],"tracking.":[103],"Specifically,":[104],"we":[105],"present":[106],"Motion-Matching":[108],"Optimization":[109],"Module":[110],"(MMOM),":[111],"handles":[113],"through":[116],"identity":[117],"matching":[118],"between":[119],"consecutive":[120],"frames.":[121],"Besides,":[122],"feature":[125,160],"enhancement":[126],"module":[127],"(VFEM)":[128],"with":[129],"several":[130],"residual":[131],"convolutional":[132],"layers":[133],"channel":[135,155],"reconstruction":[136],"units":[137],"(CRU)":[138],"is":[139,164],"designed":[140],"effectively":[142],"capture":[143],"complex":[148],"waterway":[150],"backgrounds":[151],"without":[152],"introducing":[153],"redundant":[154],"information.":[156],"Finally,":[157],"bidirectional":[159],"pyramid":[161],"network":[162],"(BiFPN)":[163],"utilized":[165],"fuse":[167],"from":[171],"different":[172],"scales,":[173],"enhancing":[174],"capability":[176],"learn":[178],"cross-scale":[179],"extent.":[185],"Experimental":[186],"results":[187],"demonstrate":[188],"that":[189],"our":[190],"VSATrack":[191],"method":[192],"outperforms":[193],"state-of-the-art":[195],"methods,":[196],"particularly":[197],"reducing":[199],"number":[201],"ID":[204],"switches":[205],"(IDSW).":[206]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
