{"id":"https://openalex.org/W4312249400","doi":"https://doi.org/10.1109/mmsp55362.2022.9949325","title":"GUSOT: Green and Unsupervised Single Object Tracking for Long Video Sequences","display_name":"GUSOT: Green and Unsupervised Single Object Tracking for Long Video Sequences","publication_year":2022,"publication_date":"2022-09-26","ids":{"openalex":"https://openalex.org/W4312249400","doi":"https://doi.org/10.1109/mmsp55362.2022.9949325"},"language":"en","primary_location":{"id":"doi:10.1109/mmsp55362.2022.9949325","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmsp55362.2022.9949325","pdf_url":null,"source":{"id":"https://openalex.org/S4363605768","display_name":"2022 IEEE 24th International Workshop on Multimedia Signal Processing (MMSP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 24th International Workshop on Multimedia Signal Processing (MMSP)","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/A5009667712","display_name":"Zhiruo Zhou","orcid":"https://orcid.org/0000-0002-3303-9185"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhiruo Zhou","raw_affiliation_strings":["University of Southern California,Los Angeles,USA","University of Southern California, Los Angeles, USA"],"affiliations":[{"raw_affiliation_string":"University of Southern California,Los Angeles,USA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern California, Los Angeles, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103256370","display_name":"Hongyu Fu","orcid":"https://orcid.org/0000-0003-4774-822X"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hongyu Fu","raw_affiliation_strings":["University of Southern California,Los Angeles,USA","University of Southern California, Los Angeles, USA"],"affiliations":[{"raw_affiliation_string":"University of Southern California,Los Angeles,USA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern California, Los Angeles, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101137673","display_name":"Suya You","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088792","display_name":"United States Army","ror":"https://ror.org/00afsp483","country_code":"US","type":"funder","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I4210088792"]},{"id":"https://openalex.org/I166416128","display_name":"DEVCOM Army Research Laboratory","ror":"https://ror.org/011hc8f90","country_code":"US","type":"government","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I166416128","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Suya You","raw_affiliation_strings":["Army Research Laboratory,Maryland,USA","Army Research Laboratory, Maryland, USA"],"affiliations":[{"raw_affiliation_string":"Army Research Laboratory,Maryland,USA","institution_ids":["https://openalex.org/I166416128","https://openalex.org/I4210088792"]},{"raw_affiliation_string":"Army Research Laboratory, Maryland, USA","institution_ids":["https://openalex.org/I166416128"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001082656","display_name":"C.\u2010C. Jay Kuo","orcid":"https://orcid.org/0000-0001-9474-5035"},"institutions":[{"id":"https://openalex.org/I4210088792","display_name":"United States Army","ror":"https://ror.org/00afsp483","country_code":"US","type":"funder","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I4210088792"]},{"id":"https://openalex.org/I166416128","display_name":"DEVCOM Army Research Laboratory","ror":"https://ror.org/011hc8f90","country_code":"US","type":"government","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I166416128","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"C.-C. Jay Kuo","raw_affiliation_strings":["Army Research Laboratory,Maryland,USA","Army Research Laboratory, Maryland, USA"],"affiliations":[{"raw_affiliation_string":"Army Research Laboratory,Maryland,USA","institution_ids":["https://openalex.org/I166416128","https://openalex.org/I4210088792"]},{"raw_affiliation_string":"Army Research Laboratory, Maryland, USA","institution_ids":["https://openalex.org/I166416128"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5009667712"],"corresponding_institution_ids":["https://openalex.org/I1174212"],"apc_list":null,"apc_paid":null,"fwci":0.2408,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.59339798,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"25","issue":null,"first_page":"1","last_page":"6"},"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9907000064849854,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9793999791145325,"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/bittorrent-tracker","display_name":"BitTorrent tracker","score":0.8707242012023926},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8149690628051758},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.7737401723861694},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7686909437179565},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.7556065320968628},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.6397097110748291},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6084777116775513},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5229036211967468},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5073809027671814},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.4657578766345978},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.4447444677352905},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.29143184423446655},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.26186275482177734}],"concepts":[{"id":"https://openalex.org/C57501372","wikidata":"https://www.wikidata.org/wiki/Q2021268","display_name":"BitTorrent tracker","level":3,"score":0.8707242012023926},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8149690628051758},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.7737401723861694},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7686909437179565},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.7556065320968628},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.6397097110748291},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6084777116775513},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5229036211967468},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5073809027671814},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.4657578766345978},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4447444677352905},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.29143184423446655},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.26186275482177734},{"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:10.1109/mmsp55362.2022.9949325","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmsp55362.2022.9949325","pdf_url":null,"source":{"id":"https://openalex.org/S4363605768","display_name":"2022 IEEE 24th International Workshop on Multimedia Signal Processing (MMSP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 24th International Workshop on Multimedia Signal Processing (MMSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1857884451","https://openalex.org/W1964846093","https://openalex.org/W1999478155","https://openalex.org/W2028207987","https://openalex.org/W2044986361","https://openalex.org/W2154889144","https://openalex.org/W2158592639","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2214352687","https://openalex.org/W2244956674","https://openalex.org/W2408241409","https://openalex.org/W2470394683","https://openalex.org/W2473868734","https://openalex.org/W2518013266","https://openalex.org/W2520477759","https://openalex.org/W2557641257","https://openalex.org/W2740685955","https://openalex.org/W2798842862","https://openalex.org/W2799058067","https://openalex.org/W2886910176","https://openalex.org/W2891033863","https://openalex.org/W2897666265","https://openalex.org/W2947059957","https://openalex.org/W2962719749","https://openalex.org/W2963074722","https://openalex.org/W2963173190","https://openalex.org/W2963534981","https://openalex.org/W2964038557","https://openalex.org/W2964069521","https://openalex.org/W2964111344","https://openalex.org/W3035466700","https://openalex.org/W3088021439","https://openalex.org/W3143159897","https://openalex.org/W3167536469","https://openalex.org/W3178664041","https://openalex.org/W3204801072","https://openalex.org/W3211983529","https://openalex.org/W3214586131","https://openalex.org/W4214710672","https://openalex.org/W4312519354","https://openalex.org/W6657495703","https://openalex.org/W6684191040","https://openalex.org/W6688356126","https://openalex.org/W6753818355","https://openalex.org/W6754805553","https://openalex.org/W6792882527","https://openalex.org/W6803527453"],"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/W1904671147"],"abstract_inverted_index":{"Supervised":[0],"and":[1,22,73,85,118,133],"unsupervised":[2,29],"deep":[3,8],"trackers":[4],"that":[5,34,120,128],"rely":[6],"on":[7,109],"learning":[9],"technologies":[10],"are":[11],"popular":[12],"in":[13,48,102,131],"recent":[14],"years.":[15],"Yet,":[16],"they":[17,94],"demand":[18],"high":[19,24],"computational":[20],"complexity":[21],"a":[23,43,53,87,123],"memory":[25],"cost.":[26],"A":[27],"green":[28],"single-object":[30],"tracker,":[31,55],"called":[32],"GUSOT,":[33],"aims":[35],"at":[36],"object":[37,71,90],"tracking":[38,82,100,126],"for":[39,60],"long":[40,104,115],"videos":[41],"under":[42],"resource-constrained":[44],"environment":[45],"is":[46],"proposed":[47],"this":[49],"work.":[50],"Built":[51],"upon":[52],"baseline":[54],"UHP-SOT++,":[56],"which":[57],"works":[58],"well":[59],"short-term":[61],"tracking,":[62],"GUSOT":[63,96,121],"contains":[64],"two":[65],"additional":[66],"new":[67],"modules:":[68],"1)":[69],"lost":[70],"recovery,":[72],"2)":[74],"color-saliency-based":[75],"shape":[76],"proposal.":[77],"They":[78],"help":[79],"resolve":[80],"the":[81,103,110],"loss":[83],"problem":[84],"offer":[86],"more":[88],"flexible":[89],"proposal,":[91],"respectively.":[92],"Thus,":[93],"enable":[95],"to":[97],"achieve":[98],"higher":[99],"accuracy":[101],"run.":[105],"We":[106],"conduct":[107],"experiments":[108],"large-scale":[111],"dataset":[112],"LaSOT":[113],"with":[114],"video":[116],"sequences,":[117],"show":[119],"offers":[122],"lightweight":[124],"high-performance":[125],"solution":[127],"finds":[129],"applications":[130],"mobile":[132],"edge":[134],"computing":[135],"platforms.":[136]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
