{"id":"https://openalex.org/W4375869376","doi":"https://doi.org/10.1109/icassp49357.2023.10094971","title":"Procontext: Exploring Progressive Context Transformer for Tracking","display_name":"Procontext: Exploring Progressive Context Transformer for Tracking","publication_year":2023,"publication_date":"2023-05-05","ids":{"openalex":"https://openalex.org/W4375869376","doi":"https://doi.org/10.1109/icassp49357.2023.10094971"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49357.2023.10094971","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49357.2023.10094971","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5002421695","display_name":"Jin-Peng Lan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210086143","display_name":"Alibaba Group (Cayman Islands)","ror":"https://ror.org/00mnrxf72","country_code":"KY","type":"company","lineage":["https://openalex.org/I4210086143","https://openalex.org/I45928872"]}],"countries":["KY"],"is_corresponding":true,"raw_author_name":"Jin-Peng Lan","raw_affiliation_strings":["Damo Academy,Alibaba Group","Alibaba Group, Damo Academy"],"affiliations":[{"raw_affiliation_string":"Damo Academy,Alibaba Group","institution_ids":["https://openalex.org/I4210086143"]},{"raw_affiliation_string":"Alibaba Group, Damo Academy","institution_ids":["https://openalex.org/I4210086143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058898461","display_name":"Zhi-Qi Cheng","orcid":"https://orcid.org/0000-0002-1720-2085"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhi-Qi Cheng","raw_affiliation_strings":["Carnegie Mellon University"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114184245","display_name":"Jun-Yan He","orcid":null},"institutions":[{"id":"https://openalex.org/I4210086143","display_name":"Alibaba Group (Cayman Islands)","ror":"https://ror.org/00mnrxf72","country_code":"KY","type":"company","lineage":["https://openalex.org/I4210086143","https://openalex.org/I45928872"]}],"countries":["KY"],"is_corresponding":false,"raw_author_name":"Jun-Yan He","raw_affiliation_strings":["Damo Academy,Alibaba Group","Alibaba Group, Damo Academy"],"affiliations":[{"raw_affiliation_string":"Damo Academy,Alibaba Group","institution_ids":["https://openalex.org/I4210086143"]},{"raw_affiliation_string":"Alibaba Group, Damo Academy","institution_ids":["https://openalex.org/I4210086143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100436373","display_name":"Chenyang Li","orcid":"https://orcid.org/0000-0001-6473-5784"},"institutions":[{"id":"https://openalex.org/I4210086143","display_name":"Alibaba Group (Cayman Islands)","ror":"https://ror.org/00mnrxf72","country_code":"KY","type":"company","lineage":["https://openalex.org/I4210086143","https://openalex.org/I45928872"]}],"countries":["KY"],"is_corresponding":false,"raw_author_name":"Chenyang Li","raw_affiliation_strings":["Damo Academy,Alibaba Group","Alibaba Group, Damo Academy"],"affiliations":[{"raw_affiliation_string":"Damo Academy,Alibaba Group","institution_ids":["https://openalex.org/I4210086143"]},{"raw_affiliation_string":"Alibaba Group, Damo Academy","institution_ids":["https://openalex.org/I4210086143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100372676","display_name":"Bin Luo","orcid":"https://orcid.org/0000-0001-5948-5055"},"institutions":[{"id":"https://openalex.org/I4210086143","display_name":"Alibaba Group (Cayman Islands)","ror":"https://ror.org/00mnrxf72","country_code":"KY","type":"company","lineage":["https://openalex.org/I4210086143","https://openalex.org/I45928872"]}],"countries":["KY"],"is_corresponding":false,"raw_author_name":"Bin Luo","raw_affiliation_strings":["Damo Academy,Alibaba Group","Alibaba Group, Damo Academy"],"affiliations":[{"raw_affiliation_string":"Damo Academy,Alibaba Group","institution_ids":["https://openalex.org/I4210086143"]},{"raw_affiliation_string":"Alibaba Group, Damo Academy","institution_ids":["https://openalex.org/I4210086143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100555130","display_name":"Xu Bao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210086143","display_name":"Alibaba Group (Cayman Islands)","ror":"https://ror.org/00mnrxf72","country_code":"KY","type":"company","lineage":["https://openalex.org/I4210086143","https://openalex.org/I45928872"]}],"countries":["KY"],"is_corresponding":false,"raw_author_name":"Xu Bao","raw_affiliation_strings":["Damo Academy,Alibaba Group","Alibaba Group, Damo Academy"],"affiliations":[{"raw_affiliation_string":"Damo Academy,Alibaba Group","institution_ids":["https://openalex.org/I4210086143"]},{"raw_affiliation_string":"Alibaba Group, Damo Academy","institution_ids":["https://openalex.org/I4210086143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089470856","display_name":"Wangmeng Xiang","orcid":"https://orcid.org/0000-0002-4373-2610"},"institutions":[{"id":"https://openalex.org/I4210086143","display_name":"Alibaba Group (Cayman Islands)","ror":"https://ror.org/00mnrxf72","country_code":"KY","type":"company","lineage":["https://openalex.org/I4210086143","https://openalex.org/I45928872"]}],"countries":["KY"],"is_corresponding":false,"raw_author_name":"Wangmeng Xiang","raw_affiliation_strings":["Damo Academy,Alibaba Group","Alibaba Group, Damo Academy"],"affiliations":[{"raw_affiliation_string":"Damo Academy,Alibaba Group","institution_ids":["https://openalex.org/I4210086143"]},{"raw_affiliation_string":"Alibaba Group, Damo Academy","institution_ids":["https://openalex.org/I4210086143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109874539","display_name":"Yifeng Geng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210086143","display_name":"Alibaba Group (Cayman Islands)","ror":"https://ror.org/00mnrxf72","country_code":"KY","type":"company","lineage":["https://openalex.org/I4210086143","https://openalex.org/I45928872"]}],"countries":["KY"],"is_corresponding":false,"raw_author_name":"Yifeng Geng","raw_affiliation_strings":["Damo Academy,Alibaba Group","Alibaba Group, Damo Academy"],"affiliations":[{"raw_affiliation_string":"Damo Academy,Alibaba Group","institution_ids":["https://openalex.org/I4210086143"]},{"raw_affiliation_string":"Alibaba Group, Damo Academy","institution_ids":["https://openalex.org/I4210086143"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101763148","display_name":"Xuansong Xie","orcid":"https://orcid.org/0000-0002-3671-799X"},"institutions":[{"id":"https://openalex.org/I4210086143","display_name":"Alibaba Group (Cayman Islands)","ror":"https://ror.org/00mnrxf72","country_code":"KY","type":"company","lineage":["https://openalex.org/I4210086143","https://openalex.org/I45928872"]}],"countries":["KY"],"is_corresponding":false,"raw_author_name":"Xuansong Xie","raw_affiliation_strings":["Damo Academy,Alibaba Group","Alibaba Group, Damo Academy"],"affiliations":[{"raw_affiliation_string":"Damo Academy,Alibaba Group","institution_ids":["https://openalex.org/I4210086143"]},{"raw_affiliation_string":"Alibaba Group, Damo Academy","institution_ids":["https://openalex.org/I4210086143"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5002421695"],"corresponding_institution_ids":["https://openalex.org/I4210086143"],"apc_list":null,"apc_paid":null,"fwci":7.4919,"has_fulltext":false,"cited_by_count":61,"citation_normalized_percentile":{"value":0.98160298,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9976999759674072,"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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":0.7839994430541992},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6389463543891907},{"id":"https://openalex.org/keywords/security-token","display_name":"Security token","score":0.6083430051803589},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5661756992340088},{"id":"https://openalex.org/keywords/context-model","display_name":"Context model","score":0.5416032075881958},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5406984090805054},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.5260372161865234},{"id":"https://openalex.org/keywords/bittorrent-tracker","display_name":"BitTorrent tracker","score":0.518281877040863},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.46830809116363525},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.4559815526008606},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.41176488995552063},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.2762700915336609},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0752297043800354}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7839994430541992},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6389463543891907},{"id":"https://openalex.org/C48145219","wikidata":"https://www.wikidata.org/wiki/Q1335365","display_name":"Security token","level":2,"score":0.6083430051803589},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5661756992340088},{"id":"https://openalex.org/C183322885","wikidata":"https://www.wikidata.org/wiki/Q17007702","display_name":"Context model","level":3,"score":0.5416032075881958},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5406984090805054},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.5260372161865234},{"id":"https://openalex.org/C57501372","wikidata":"https://www.wikidata.org/wiki/Q2021268","display_name":"BitTorrent tracker","level":3,"score":0.518281877040863},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.46830809116363525},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.4559815526008606},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.41176488995552063},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.2762700915336609},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0752297043800354},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49357.2023.10094971","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49357.2023.10094971","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1955514522","https://openalex.org/W2108598243","https://openalex.org/W2124211486","https://openalex.org/W2470394683","https://openalex.org/W2794669410","https://openalex.org/W2794744029","https://openalex.org/W2799058067","https://openalex.org/W2898200825","https://openalex.org/W2962766617","https://openalex.org/W2962974137","https://openalex.org/W2962995953","https://openalex.org/W2963351448","https://openalex.org/W2963534981","https://openalex.org/W2991203386","https://openalex.org/W3094502228","https://openalex.org/W3166396011","https://openalex.org/W3168124404","https://openalex.org/W3174225630","https://openalex.org/W3192829953","https://openalex.org/W3214586131","https://openalex.org/W4214759957","https://openalex.org/W4224925041","https://openalex.org/W4287203292","https://openalex.org/W4292433237","https://openalex.org/W4304080525","https://openalex.org/W4312323989","https://openalex.org/W4312751983","https://openalex.org/W4312805142","https://openalex.org/W4312826597","https://openalex.org/W4313156423","https://openalex.org/W4372269209","https://openalex.org/W6760424586","https://openalex.org/W6784333009","https://openalex.org/W6791353385","https://openalex.org/W6794559225","https://openalex.org/W6796494063"],"related_works":["https://openalex.org/W2012200063","https://openalex.org/W4320086059","https://openalex.org/W4210734798","https://openalex.org/W4312249400","https://openalex.org/W2405278583","https://openalex.org/W2985391290","https://openalex.org/W3093712048","https://openalex.org/W3015573086","https://openalex.org/W3159642117","https://openalex.org/W4282964059"],"abstract_inverted_index":{"Existing":[0],"Visual":[1],"Object":[2],"Tracking":[3],"(VOT)":[4],"only":[5],"takes":[6],"the":[7,11,44,75,83,96,117,138],"target":[8],"area":[9],"in":[10,23,34],"first":[12],"frame":[13],"as":[14,28,132],"a":[15,69,104],"template.":[16],"This":[17],"causes":[18],"tracking":[19,45],"to":[20,61,73,89,107,121],"inevitably":[21],"fail":[22],"fast-changing":[24],"and":[25,58,77,81,86,100,134],"crowded":[26],"scenes,":[27],"it":[29],"cannot":[30],"account":[31],"for":[32,110],"changes":[33],"object":[35,63],"appearance":[36],"between":[37,98],"frames.":[38],"To":[39],"this":[40],"end,":[41],"we":[42],"revamped":[43],"framework":[46],"with":[47],"Progressive":[48],"Context":[49],"Encoding":[50],"Transformer":[51],"Tracker":[52],"(ProContEXT),":[53],"which":[54],"coherently":[55],"exploits":[56],"spatial":[57,76,99],"temporal":[59,78,101],"contexts":[60],"predict":[62],"motion":[64],"trajectories.":[65],"Specifically,":[66],"ProContEXT":[67,115,140],"leverages":[68],"context-aware":[70],"self-attention":[71],"module":[72],"encode":[74],"context,":[79,102],"refining":[80],"updating":[82],"multi-scale":[84],"static":[85],"dynamic":[87],"templates":[88],"progressively":[90],"perform":[91],"accurately":[92],"tracking.":[93],"It":[94],"explores":[95],"complementary":[97],"raising":[103],"new":[105],"pathway":[106],"multi-context":[108],"modeling":[109],"transformer-based":[111],"trackers.":[112],"In":[113],"addition,":[114],"revised":[116],"token":[118],"pruning":[119],"technique":[120],"reduce":[122],"computational":[123],"complexity.":[124],"Extensive":[125],"experiments":[126],"on":[127],"popular":[128],"benchmark":[129],"datasets":[130],"such":[131],"GOT-10k":[133],"TrackingNet":[135],"demonstrate":[136],"that":[137],"proposed":[139],"achieves":[141],"state-of-the-art":[142],"performance":[143],"<sup":[144],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[145],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sup>":[146],".":[147]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":24},{"year":2024,"cited_by_count":21},{"year":2023,"cited_by_count":12}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}