{"id":"https://openalex.org/W4390467891","doi":"https://doi.org/10.3390/s24010229","title":"Transformer-Based Multiple-Object Tracking via Anchor-Based-Query and Template Matching","display_name":"Transformer-Based Multiple-Object Tracking via Anchor-Based-Query and Template Matching","publication_year":2023,"publication_date":"2023-12-30","ids":{"openalex":"https://openalex.org/W4390467891","doi":"https://doi.org/10.3390/s24010229","pmid":"https://pubmed.ncbi.nlm.nih.gov/38203093"},"language":"en","primary_location":{"id":"doi:10.3390/s24010229","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24010229","pdf_url":"https://www.mdpi.com/1424-8220/24/1/229/pdf?version=1703956238","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/24/1/229/pdf?version=1703956238","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073157372","display_name":"Qinyu Wang","orcid":"https://orcid.org/0000-0001-6375-0819"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinyu Wang","raw_affiliation_strings":["State Key Laboratory of Integrated Service Networks, School of Telecommunications Engineering, Xidian University, No. 2, South Taibai Street, Hi-Tech Development Zone, Xi\u2019an 710071, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks, School of Telecommunications Engineering, Xidian University, No. 2, South Taibai Street, Hi-Tech Development Zone, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055208196","display_name":"Chenxu Lu","orcid":"https://orcid.org/0009-0006-4275-3037"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenxu Lu","raw_affiliation_strings":["State Key Laboratory of Integrated Service Networks, School of Telecommunications Engineering, Xidian University, No. 2, South Taibai Street, Hi-Tech Development Zone, Xi\u2019an 710071, China"],"raw_orcid":"https://orcid.org/0009-0006-4275-3037","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks, School of Telecommunications Engineering, Xidian University, No. 2, South Taibai Street, Hi-Tech Development Zone, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101986952","display_name":"Long Gao","orcid":"https://orcid.org/0000-0003-1617-1325"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Long Gao","raw_affiliation_strings":["State Key Laboratory of Integrated Service Networks, School of Telecommunications Engineering, Xidian University, No. 2, South Taibai Street, Hi-Tech Development Zone, Xi\u2019an 710071, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks, School of Telecommunications Engineering, Xidian University, No. 2, South Taibai Street, Hi-Tech Development Zone, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052913836","display_name":"Gang He","orcid":"https://orcid.org/0000-0003-0022-4357"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang He","raw_affiliation_strings":["State Key Laboratory of Integrated Service Networks, School of Telecommunications Engineering, Xidian University, No. 2, South Taibai Street, Hi-Tech Development Zone, Xi\u2019an 710071, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks, School of Telecommunications Engineering, Xidian University, No. 2, South Taibai Street, Hi-Tech Development Zone, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101986952"],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.942,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.7805069,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"24","issue":"1","first_page":"229","last_page":"229"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":1.0,"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":1.0,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9937000274658203,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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":0.7610521912574768},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5926668047904968},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4662061929702759},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.4572216868400574},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4336146414279938},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.38925743103027344},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.36634862422943115},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.365028440952301},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09692201018333435},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07697165012359619}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7610521912574768},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5926668047904968},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4662061929702759},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.4572216868400574},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4336146414279938},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38925743103027344},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.36634862422943115},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.365028440952301},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09692201018333435},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07697165012359619},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/s24010229","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24010229","pdf_url":"https://www.mdpi.com/1424-8220/24/1/229/pdf?version=1703956238","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:38203093","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38203093","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10781392","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10781392","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10781392/pdf/sensors-24-00229.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:902f9a8cb84844bba8bc63970281a25e","is_oa":true,"landing_page_url":"https://doaj.org/article/902f9a8cb84844bba8bc63970281a25e","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":"Sensors, Vol 24, Iss 1, p 229 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s24010229","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24010229","pdf_url":"https://www.mdpi.com/1424-8220/24/1/229/pdf?version=1703956238","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4390467891.pdf"},"referenced_works_count":55,"referenced_works":["https://openalex.org/W1533861849","https://openalex.org/W2108598243","https://openalex.org/W2252355370","https://openalex.org/W2345229200","https://openalex.org/W2565639579","https://openalex.org/W2603203130","https://openalex.org/W2613718673","https://openalex.org/W2897861496","https://openalex.org/W2962766617","https://openalex.org/W2962855257","https://openalex.org/W2962923976","https://openalex.org/W2963351448","https://openalex.org/W3014582150","https://openalex.org/W3027919498","https://openalex.org/W3034334609","https://openalex.org/W3035727180","https://openalex.org/W3092462694","https://openalex.org/W3094000868","https://openalex.org/W3095753995","https://openalex.org/W3096609285","https://openalex.org/W3097885906","https://openalex.org/W3104218139","https://openalex.org/W3106763294","https://openalex.org/W3119686997","https://openalex.org/W3131500599","https://openalex.org/W3138516171","https://openalex.org/W3145269263","https://openalex.org/W3165926952","https://openalex.org/W3167949052","https://openalex.org/W3171516518","https://openalex.org/W3174690341","https://openalex.org/W3176403636","https://openalex.org/W3187216907","https://openalex.org/W3203003533","https://openalex.org/W4205537101","https://openalex.org/W4213179364","https://openalex.org/W4214493665","https://openalex.org/W4214627427","https://openalex.org/W4226013992","https://openalex.org/W4285357233","https://openalex.org/W4286904999","https://openalex.org/W4310467366","https://openalex.org/W4312267513","https://openalex.org/W4312424058","https://openalex.org/W4312446817","https://openalex.org/W4312689495","https://openalex.org/W4312847199","https://openalex.org/W4313007769","https://openalex.org/W4313117614","https://openalex.org/W4319866011","https://openalex.org/W4390874110","https://openalex.org/W6687483927","https://openalex.org/W6769075430","https://openalex.org/W6775117308","https://openalex.org/W6792292141"],"related_works":["https://openalex.org/W1972035260","https://openalex.org/W2737719445","https://openalex.org/W2794488505","https://openalex.org/W4301594054","https://openalex.org/W3125889879","https://openalex.org/W3124422538","https://openalex.org/W2295467472","https://openalex.org/W3046451053","https://openalex.org/W2898210368","https://openalex.org/W2097909533"],"abstract_inverted_index":{"Multiple":[0],"object":[1],"tracking":[2],"(MOT)":[3],"plays":[4],"an":[5],"important":[6],"role":[7],"in":[8,21,29,40],"intelligent":[9],"video-processing":[10],"tasks,":[11,31],"which":[12,118,140],"aims":[13],"to":[14,68,105,120,145,190,195],"detect":[15],"and":[16,37,49,124,150,173],"track":[17],"all":[18],"moving":[19],"objects":[20],"a":[22,41,128,156],"scene.":[23],"Joint-detection-and-tracking":[24],"(JDT)":[25],"methods":[26,75,113,144],"are":[27],"thriving":[28],"MOT":[30,159],"because":[32],"they":[33],"accomplish":[34],"the":[35,45,54,62,70,73,82,85,89,93,95,103,107,111,115,137,142,147,167,170,174,177,180,186],"detection":[36,148],"data":[38,51],"association":[39,52],"single":[42],"stage.":[43],"However,":[44],"slow":[46],"training":[47,78,122],"convergence":[48],"insufficient":[50],"limit":[53],"performance":[55,178],"of":[56,72,84,92,110,169,179],"JDT":[57,74,112,138,143,182],"methods.":[58],"In":[59],"this":[60],"paper,":[61],"anchor-based":[63],"query":[64],"(ABQ)":[65],"is":[66,134,162,202],"proposed":[67],"improve":[69],"design":[71],"for":[76,136,192,200],"faster":[77,121],"convergence.":[79],"By":[80],"augmenting":[81],"coordinates":[83],"anchor":[86],"boxes":[87],"into":[88,102],"learnable":[90],"queries":[91,104],"decoder,":[94],"ABQ":[96],"introduces":[97],"explicit":[98],"prior":[99],"spatial":[100],"knowledge":[101],"focus":[106],"query-to-feature":[108],"learning":[109],"on":[114],"local":[116],"region,":[117],"leads":[119],"speed":[123],"better":[125],"performance.":[126],"Moreover,":[127],"new":[129,157],"template":[130],"matching":[131],"(TM)":[132],"module":[133],"designed":[135],"methods,":[139,183],"enables":[141],"associate":[146],"results":[149],"trajectories":[151],"with":[152],"historical":[153],"features.":[154],"Finally,":[155],"transformer-based":[158],"method,":[160],"ABQ-Track,":[161],"proposed.":[163],"Extensive":[164],"experiments":[165],"verify":[166],"effectiveness":[168],"two":[171],"modules,":[172],"ABQ-Track":[175,187],"surpasses":[176],"baseline":[181],"TransTrack.":[184],"Specifically,":[185],"only":[188],"needs":[189],"train":[191],"50":[193],"epochs":[194],"achieve":[196],"convergence,":[197],"while":[198],"that":[199],"TransTrack":[201],"150":[203],"epochs.":[204]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4}],"updated_date":"2025-12-30T23:08:21.542490","created_date":"2025-10-10T00:00:00"}
