{"id":"https://openalex.org/W4403319716","doi":"https://doi.org/10.1145/3699960","title":"Enhanced Multi-Object Tracking: Inferring Motion States of Tracked Objects","display_name":"Enhanced Multi-Object Tracking: Inferring Motion States of Tracked Objects","publication_year":2024,"publication_date":"2024-10-11","ids":{"openalex":"https://openalex.org/W4403319716","doi":"https://doi.org/10.1145/3699960"},"language":"en","primary_location":{"id":"doi:10.1145/3699960","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3699960","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3699960","source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3699960","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101367497","display_name":"Pan Liao","orcid":"https://orcid.org/0009-0008-9734-2918"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Pan Liao","raw_affiliation_strings":["Northwestern Polytechnical University, Xi\u2019an, China","Northwestern Polytechnical University, China"],"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Northwestern Polytechnical University, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062038689","display_name":"Feng Yang","orcid":"https://orcid.org/0000-0001-6991-1628"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Yang","raw_affiliation_strings":["Northwestern Polytechnical University, Xi\u2019an, China","Northwestern Polytechnical University, China"],"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Northwestern Polytechnical University, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101577317","display_name":"Di Wu","orcid":"https://orcid.org/0000-0003-1664-5893"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Di Wu","raw_affiliation_strings":["Northwestern Polytechnical University, Xi\u2019an, China","Northwestern Polytechnical University, China"],"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Northwestern Polytechnical University, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101612503","display_name":"Bo Liu","orcid":"https://orcid.org/0009-0005-9072-3046"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Liu","raw_affiliation_strings":["Northwestern Polytechnical University, Xi\u2019an, China","Northwestern Polytechnical University, China"],"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Northwestern Polytechnical University, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053334680","display_name":"Xingle Zhang","orcid":"https://orcid.org/0009-0008-8438-5417"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingle Zhang","raw_affiliation_strings":["Northwestern Polytechnical University, Xi\u2019an, China","Northwestern Polytechnical University, China"],"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Northwestern Polytechnical University, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104056935","display_name":"Shanding Zhou","orcid":"https://orcid.org/0009-0007-9892-5544"},"institutions":[{"id":"https://openalex.org/I4210104252","display_name":"Air Force Engineering University","ror":"https://ror.org/00seraz22","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shangjun Zhou","raw_affiliation_strings":["Air Force Engineering University, Xi\u2019an, China","Air Force Engineering University, China"],"affiliations":[{"raw_affiliation_string":"Air Force Engineering University, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210104252"]},{"raw_affiliation_string":"Air Force Engineering University, China","institution_ids":["https://openalex.org/I4210104252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101367497"],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":null,"apc_paid":null,"fwci":1.0998,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.78775505,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"21","issue":"1","first_page":"1","last_page":"25"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer 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":0.8820352554321289},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7142739295959473},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6428229808807373},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.6236591339111328},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.575635552406311},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5721175074577332},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.5385215878486633},{"id":"https://openalex.org/keywords/match-moving","display_name":"Match moving","score":0.4347221255302429}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8820352554321289},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7142739295959473},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6428229808807373},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.6236591339111328},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.575635552406311},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5721175074577332},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.5385215878486633},{"id":"https://openalex.org/C95020103","wikidata":"https://www.wikidata.org/wiki/Q1813492","display_name":"Match moving","level":3,"score":0.4347221255302429},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3699960","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3699960","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3699960","source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3699960","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3699960","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3699960","source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.550000011920929,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403319716.pdf"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W26575457","https://openalex.org/W1687797484","https://openalex.org/W1964069486","https://openalex.org/W2034473161","https://openalex.org/W2092841641","https://openalex.org/W2101544546","https://openalex.org/W2121274305","https://openalex.org/W2124781496","https://openalex.org/W2127070222","https://openalex.org/W2131600418","https://openalex.org/W2142493339","https://openalex.org/W2144476963","https://openalex.org/W2252355370","https://openalex.org/W2291627510","https://openalex.org/W2434003202","https://openalex.org/W2511791013","https://openalex.org/W2519904008","https://openalex.org/W2560474170","https://openalex.org/W2656599720","https://openalex.org/W2754279782","https://openalex.org/W2755758268","https://openalex.org/W2802671577","https://openalex.org/W2886956694","https://openalex.org/W2921442714","https://openalex.org/W2962777203","https://openalex.org/W2984145721","https://openalex.org/W3012922853","https://openalex.org/W3027201985","https://openalex.org/W3028228043","https://openalex.org/W3044714827","https://openalex.org/W3086436251","https://openalex.org/W3104218139","https://openalex.org/W3105220622","https://openalex.org/W3111354616","https://openalex.org/W3161715545","https://openalex.org/W3212847756","https://openalex.org/W4205982568","https://openalex.org/W4214810297","https://openalex.org/W4234552385","https://openalex.org/W4237743494","https://openalex.org/W4241370600","https://openalex.org/W4283748233","https://openalex.org/W4286904999","https://openalex.org/W4287755656","https://openalex.org/W4294225513","https://openalex.org/W4298293108","https://openalex.org/W4300179783","https://openalex.org/W4311509557","https://openalex.org/W4313072323","https://openalex.org/W4319866011","https://openalex.org/W4366166020","https://openalex.org/W4367840177","https://openalex.org/W4372342213","https://openalex.org/W4380884766","https://openalex.org/W4386076204","https://openalex.org/W4386083103","https://openalex.org/W4386590375","https://openalex.org/W4388271799","https://openalex.org/W4390872749","https://openalex.org/W4404003228"],"related_works":["https://openalex.org/W4285271403","https://openalex.org/W2542007731","https://openalex.org/W4205448459","https://openalex.org/W2968379562","https://openalex.org/W2091015105","https://openalex.org/W4388689193","https://openalex.org/W2110899030","https://openalex.org/W29633852","https://openalex.org/W2985362983","https://openalex.org/W4327670844"],"abstract_inverted_index":{"Multi-Object":[0],"Tracking":[1,75],"(MOT)":[2],"is":[3],"a":[4,30,69],"critical":[5],"problem":[6],"in":[7,33,44,139],"computer":[8],"vision,":[9],"yet":[10],"current":[11],"research":[12],"on":[13,54],"tracking":[14,61,111],"the":[15,22,34,102,118,136,146],"motion":[16,48,106,142],"state":[17,107],"of":[18,36,93,104,120],"objects":[19],"relative":[20],"to":[21,134],"ground":[23],"remains":[24],"limited.":[25],"The":[26,91],"extant":[27],"literature":[28],"exhibits":[29],"notable":[31],"dearth":[32],"exploration":[35],"this":[37],"aspect.":[38],"Deep":[39],"learning":[40,98],"methodologies":[41],"encounter":[42],"challenges":[43],"accurately":[45],"discerning":[46,140],"object":[47,105,141],"states,":[49,143],"while":[50],"conventional":[51],"approaches":[52],"reliant":[53],"comprehensive":[55],"mathematical":[56,84,94],"modeling":[57,85,95],"may":[58],"yield":[59],"sub-optimal":[60],"accuracy.":[62,112],"To":[63],"address":[64],"these":[65],"challenges,":[66],"we":[67,144],"introduce":[68,145],"Model-Data-Driven":[70],"Motion":[71,147],"State":[72,148],"Judgment":[73],"Object":[74],"(MoD2T)":[76],"method.":[77],"This":[78],"innovative":[79],"architecture":[80],"adeptly":[81],"amalgamates":[82],"classical":[83],"with":[86],"deep":[87,97],"learning-based":[88],"MOT":[89],"frameworks.":[90],"integration":[92],"and":[96,130],"within":[99],"MoD2T":[100,121],"enhances":[101],"precision":[103],"determination,":[108],"thereby":[109],"elevating":[110],"Our":[113],"empirical":[114],"investigations":[115],"comprehensively":[116],"validate":[117],"efficacy":[119],"across":[122],"varied":[123],"scenarios,":[124],"encompassing":[125],"unmanned":[126],"aerial":[127],"vehicle":[128],"surveillance":[129],"street-level":[131],"tracking.":[132],"Furthermore,":[133],"gauge":[135],"method\u2019s":[137],"adeptness":[138],"Validation":[149],"F1":[150],"(MVF1)":[151],"metric.":[152]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2024-10-11T00:00:00"}
