{"id":"https://openalex.org/W3094000868","doi":"https://doi.org/10.1109/tip.2022.3165376","title":"Rethinking the Competition Between Detection and ReID in Multiobject Tracking","display_name":"Rethinking the Competition Between Detection and ReID in Multiobject Tracking","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W3094000868","doi":"https://doi.org/10.1109/tip.2022.3165376","mag":"3094000868","pmid":"https://pubmed.ncbi.nlm.nih.gov/35412982"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2022.3165376","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2022.3165376","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5100748499","display_name":"Chao Liang","orcid":"https://orcid.org/0000-0003-4707-5774"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chao Liang","raw_affiliation_strings":["School of Automation Engineering, University of Electronic Science and Technology of China (UESTC), Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Automation Engineering, University of Electronic Science and Technology of China (UESTC), Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100410132","display_name":"Zhipeng Zhang","orcid":"https://orcid.org/0000-0003-0479-332X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhipeng Zhang","raw_affiliation_strings":["National Laboratory of Pattern Recognition (NLPR), Institute of Automation, Chinese Academy of Sciences (CASIA), Beijing, China","School of Artificial Intelligence, University of Chinese Academy of Sciences (UCAS), Beijing, China"],"affiliations":[{"raw_affiliation_string":"National Laboratory of Pattern Recognition (NLPR), Institute of Automation, Chinese Academy of Sciences (CASIA), Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Artificial Intelligence, University of Chinese Academy of Sciences (UCAS), Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101769647","display_name":"Xue Zhou","orcid":"https://orcid.org/0000-0003-1654-2157"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]},{"id":"https://openalex.org/I4210131342","display_name":"Yibin University","ror":"https://ror.org/03w8m2977","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131342"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xue Zhou","raw_affiliation_strings":["Intelligent Terminal Key Laboratory of Sichuan Province, Yibin, China","School of Automation Engineering, Shenzhen Institute of Advanced Study, University of Electronic Science and Technology of China (UESTC), Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Intelligent Terminal Key Laboratory of Sichuan Province, Yibin, China","institution_ids":["https://openalex.org/I4210131342"]},{"raw_affiliation_string":"School of Automation Engineering, Shenzhen Institute of Advanced Study, University of Electronic Science and Technology of China (UESTC), Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109346446","display_name":"Bing Li","orcid":"https://orcid.org/0000-0002-5888-6735"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Li","raw_affiliation_strings":["National Laboratory of Pattern Recognition (NLPR), Institute of Automation, Chinese Academy of Sciences (CASIA), Beijing, China","School of Artificial Intelligence, University of Chinese Academy of Sciences (UCAS), Beijing, China"],"affiliations":[{"raw_affiliation_string":"National Laboratory of Pattern Recognition (NLPR), Institute of Automation, Chinese Academy of Sciences (CASIA), Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Artificial Intelligence, University of Chinese Academy of Sciences (UCAS), Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089933678","display_name":"Shuyuan Zhu","orcid":"https://orcid.org/0000-0003-4450-3868"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuyuan Zhu","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China (UESTC), Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China (UESTC), Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114549594","display_name":"Weiming Hu","orcid":"https://orcid.org/0000-0001-9237-8825"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210097554","display_name":"Center for Excellence in Brain Science and Intelligence Technology","ror":"https://ror.org/00vpwhm04","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210097554"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiming Hu","raw_affiliation_strings":["CAS Center for Excellence in Brain Science and Intelligence Technology, Shanghai, China","National Laboratory of Pattern Recognition (NLPR), Institute of Automation, Chinese Academy of Sciences (CASIA), Beijing, China","School of Artificial Intelligence, University of Chinese Academy of Sciences (UCAS), Beijing, China"],"affiliations":[{"raw_affiliation_string":"CAS Center for Excellence in Brain Science and Intelligence Technology, Shanghai, China","institution_ids":["https://openalex.org/I4210097554"]},{"raw_affiliation_string":"National Laboratory of Pattern Recognition (NLPR), Institute of Automation, Chinese Academy of Sciences (CASIA), Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Artificial Intelligence, University of Chinese Academy of Sciences (UCAS), Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100748499"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":29.5167,"has_fulltext":false,"cited_by_count":314,"citation_normalized_percentile":{"value":0.9983917,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"31","issue":null,"first_page":"3182","last_page":"3196"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998999834060669,"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":0.9998999834060669,"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/T11963","display_name":"Impact of Light on Environment and Health","score":0.9811000227928162,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9783999919891357,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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":0.8466059565544128},{"id":"https://openalex.org/keywords/reciprocal","display_name":"Reciprocal","score":0.6670694947242737},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.6568328142166138},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6368197202682495},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6176680326461792},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5564391016960144},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.5486300587654114},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.534775972366333},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4977739155292511},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.49699166417121887},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.46380284428596497},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.45582494139671326},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3905780017375946},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.2675498127937317},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.18324095010757446}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8466059565544128},{"id":"https://openalex.org/C2777742833","wikidata":"https://www.wikidata.org/wiki/Q1964083","display_name":"Reciprocal","level":2,"score":0.6670694947242737},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.6568328142166138},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6368197202682495},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6176680326461792},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5564391016960144},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.5486300587654114},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.534775972366333},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4977739155292511},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.49699166417121887},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.46380284428596497},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.45582494139671326},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3905780017375946},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2675498127937317},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.18324095010757446},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tip.2022.3165376","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2022.3165376","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Image Processing","raw_type":"journal-article"},{"id":"pmid:35412982","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35412982","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":"IEEE transactions on image processing : a publication of the IEEE Signal Processing Society","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5548396881","display_name":null,"funder_award_id":"61972071","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7313093141","display_name":null,"funder_award_id":"2020YJ0036","funder_id":"https://openalex.org/F4320333335","funder_display_name":"Sichuan Province Science and Technology Support Program"},{"id":"https://openalex.org/G8353897309","display_name":null,"funder_award_id":"201900014","funder_id":"https://openalex.org/F4320326873","funder_display_name":"National Laboratory of Pattern Recognition"},{"id":"https://openalex.org/G8505359809","display_name":null,"funder_award_id":"U20A20184","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/F4320326873","display_name":"National Laboratory of Pattern Recognition","ror":null},{"id":"https://openalex.org/F4320333335","display_name":"Sichuan Province Science and Technology Support Program","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1521019969","https://openalex.org/W1861492603","https://openalex.org/W2107775979","https://openalex.org/W2122088301","https://openalex.org/W2124781496","https://openalex.org/W2150298366","https://openalex.org/W2168356304","https://openalex.org/W2204750386","https://openalex.org/W2252355370","https://openalex.org/W2291627510","https://openalex.org/W2295615964","https://openalex.org/W2474389331","https://openalex.org/W2511791013","https://openalex.org/W2534578893","https://openalex.org/W2565639579","https://openalex.org/W2594507094","https://openalex.org/W2603203130","https://openalex.org/W2766984662","https://openalex.org/W2796347433","https://openalex.org/W2798441115","https://openalex.org/W2798542761","https://openalex.org/W2884585870","https://openalex.org/W2886581236","https://openalex.org/W2902137659","https://openalex.org/W2920942303","https://openalex.org/W2921601546","https://openalex.org/W2955058313","https://openalex.org/W2963351448","https://openalex.org/W2963574614","https://openalex.org/W2963901085","https://openalex.org/W2964019074","https://openalex.org/W2964137095","https://openalex.org/W2967515867","https://openalex.org/W2981393651","https://openalex.org/W2983208726","https://openalex.org/W2996695408","https://openalex.org/W2997747012","https://openalex.org/W3031594087","https://openalex.org/W3033949646","https://openalex.org/W3035410385","https://openalex.org/W3035442500","https://openalex.org/W3035727180","https://openalex.org/W3085046840","https://openalex.org/W3093175170","https://openalex.org/W3095753995","https://openalex.org/W3096068180","https://openalex.org/W3104218139","https://openalex.org/W3105077954","https://openalex.org/W3106763294","https://openalex.org/W3118212025","https://openalex.org/W6696672603","https://openalex.org/W6739901393","https://openalex.org/W6750227808","https://openalex.org/W6750697433","https://openalex.org/W6760424586","https://openalex.org/W6775253321","https://openalex.org/W6776425805","https://openalex.org/W6799693209"],"related_works":["https://openalex.org/W2391753177","https://openalex.org/W2996284460","https://openalex.org/W2366107444","https://openalex.org/W4298337043","https://openalex.org/W1966306316","https://openalex.org/W4285058191","https://openalex.org/W4388145910","https://openalex.org/W2381570729","https://openalex.org/W1976205134","https://openalex.org/W2052414331"],"abstract_inverted_index":{"Due":[0],"to":[1,52,105,109,118,145],"balanced":[2],"accuracy":[3],"and":[4,12,27,31,100,130,183,189,195,205],"speed,":[5],"one-shot":[6,47,162],"models":[7],"which":[8,73],"jointly":[9],"learn":[10,111],"detection":[11,30,129],"identification":[13],"embeddings,":[14],"have":[15],"drawn":[16],"great":[17],"attention":[18,137],"in":[19,45],"multi-object":[20],"tracking":[21,48],"(MOT).":[22],"However,":[23],"the":[24,46,66,76,120,126,147,155,177],"inherent":[25],"differences":[26],"relations":[28],"between":[29,78,128],"re-identification":[32],"(ReID)":[33],"are":[34],"unconsciously":[35],"overlooked":[36],"because":[37],"of":[38,150],"treating":[39],"them":[40,79],"as":[41],"two":[42,71,156],"isolated":[43],"tasks":[44,122],"paradigm.":[49],"This":[50],"leads":[51],"inferior":[53],"performance":[54,179],"compared":[55],"with":[56,97],"existing":[57],"two-stage":[58],"methods.":[59],"In":[60],"this":[61,88],"paper,":[62],"we":[63,90,133,166],"first":[64],"dissect":[65],"reasoning":[67],"process":[68],"for":[69],"these":[70],"tasks,":[72],"reveals":[74],"that":[75,104,140],"competition":[77],"inevitably":[80],"would":[81],"destroy":[82],"task-dependent":[83,112],"representations":[84],"learning.":[85],"To":[86],"tackle":[87],"problem,":[89],"propose":[91],"a":[92,98,135,161,168,201],"novel":[93],"reciprocal":[94],"network":[95,138],"(REN)":[96],"self-relation":[99],"cross-relation":[101],"design":[102],"so":[103],"impel":[106],"each":[107],"branch":[108],"better":[110],"representations.":[113],"The":[114,214],"proposed":[115],"model":[116],"aims":[117],"alleviate":[119],"deleterious":[121],"competition,":[123],"meanwhile":[124],"improve":[125,146],"cooperation":[127],"ReID.":[131],"Furthermore,":[132],"introduce":[134],"scale-aware":[136],"(SAAN)":[139],"prevents":[141],"semantic":[142],"level":[143],"misalignment":[144],"association":[148],"capability":[149],"ID":[151],"embeddings.":[152],"By":[153],"integrating":[154],"delicately":[157],"designed":[158],"networks":[159],"into":[160],"online":[163],"MOT":[164,170],"system,":[165],"construct":[167],"strong":[169],"tracker,":[171],"namely":[172],"CSTrack.":[173],"Our":[174],"tracker":[175],"achieves":[176],"state-of-the-art":[178],"on":[180,200],"MOT16,":[181],"MOT17":[182],"MOT20":[184],"datasets,":[185],"without":[186],"other":[187],"bells":[188],"whistles.":[190],"Moreover,":[191],"CSTrack":[192],"is":[193],"efficient":[194],"runs":[196,210],"at":[197,211,220],"16.4":[198],"FPS":[199],"single":[202],"modern":[203],"GPU,":[204],"its":[206],"lightweight":[207],"version":[208],"even":[209],"34.6":[212],"FPS.":[213],"complete":[215],"code":[216],"has":[217],"been":[218],"released":[219],"https://github.com/JudasDie/SOTS.":[221]},"counts_by_year":[{"year":2026,"cited_by_count":17},{"year":2025,"cited_by_count":85},{"year":2024,"cited_by_count":107},{"year":2023,"cited_by_count":68},{"year":2022,"cited_by_count":29},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-03T22:45:19.894376","created_date":"2025-10-10T00:00:00"}