{"id":"https://openalex.org/W2606318548","doi":"https://doi.org/10.1109/access.2017.2692242","title":"Fast Correlation Tracking Using Low-Dimensional Scale Filter and Local Search Strategy","display_name":"Fast Correlation Tracking Using Low-Dimensional Scale Filter and Local Search Strategy","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2606318548","doi":"https://doi.org/10.1109/access.2017.2692242","mag":"2606318548"},"language":"en","primary_location":{"id":"doi:10.1109/access.2017.2692242","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2692242","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2017.2692242","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036921959","display_name":"Qingyong Hu","orcid":"https://orcid.org/0000-0003-0337-9207"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qingyong Hu","raw_affiliation_strings":["College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0003-0337-9207","affiliations":[{"raw_affiliation_string":"College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032533885","display_name":"Yulan Guo","orcid":"https://orcid.org/0000-0001-7051-841X"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]},{"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/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yulan Guo","raw_affiliation_strings":["Chinese Academy of Sciences, Institute of Computing Technology, Beijing, China","College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0001-7051-841X","affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences, Institute of Computing Technology, Beijing, China","institution_ids":["https://openalex.org/I4210090176","https://openalex.org/I19820366"]},{"raw_affiliation_string":"College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068849800","display_name":"Zaiping Lin","orcid":"https://orcid.org/0000-0002-1463-5838"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zaiping Lin","raw_affiliation_strings":["College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-1463-5838","affiliations":[{"raw_affiliation_string":"College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101864017","display_name":"Xinpu Deng","orcid":"https://orcid.org/0000-0002-7847-8675"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinpu Deng","raw_affiliation_strings":["College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-7847-8675","affiliations":[{"raw_affiliation_string":"College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032382317","display_name":"Wei An","orcid":"https://orcid.org/0000-0001-8319-2105"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei An","raw_affiliation_strings":["College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0001-8319-2105","affiliations":[{"raw_affiliation_string":"College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5036921959"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.7393,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.80257535,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"5","issue":null,"first_page":"8568","last_page":"8578"},"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/T11439","display_name":"Video Analysis and Summarization","score":0.9735000133514404,"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":0.9337000250816345,"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":0.7978525757789612},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7512794733047485},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6903203725814819},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6154813170433044},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.6113643050193787},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5992013812065125},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5408565998077393},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4691186249256134},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.4232194125652313},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.33631041646003723},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.334648072719574}],"concepts":[{"id":"https://openalex.org/C57501372","wikidata":"https://www.wikidata.org/wiki/Q2021268","display_name":"BitTorrent tracker","level":3,"score":0.7978525757789612},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7512794733047485},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6903203725814819},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6154813170433044},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.6113643050193787},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5992013812065125},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5408565998077393},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4691186249256134},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.4232194125652313},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.33631041646003723},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.334648072719574},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"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/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2017.2692242","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2692242","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:94f0e8b49fd94c558c2982a9ada5e1f3","is_oa":true,"landing_page_url":"https://doaj.org/article/94f0e8b49fd94c558c2982a9ada5e1f3","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 5, Pp 8568-8578 (2017)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2017.2692242","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2692242","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3172734928","display_name":null,"funder_award_id":"BX201600172","funder_id":"https://openalex.org/F4320335768","funder_display_name":"National Postdoctoral Program for Innovative Talents"},{"id":"https://openalex.org/G3634394074","display_name":null,"funder_award_id":"61471371","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5111366145","display_name":null,"funder_award_id":"61602499","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/F4320335768","display_name":"National Postdoctoral Program for Innovative Talents","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W161114242","https://openalex.org/W182940129","https://openalex.org/W818325216","https://openalex.org/W1571604258","https://openalex.org/W1908905119","https://openalex.org/W1915599933","https://openalex.org/W1915785815","https://openalex.org/W1937954682","https://openalex.org/W1955514522","https://openalex.org/W1955741794","https://openalex.org/W1964846093","https://openalex.org/W1997121481","https://openalex.org/W2037495825","https://openalex.org/W2044986361","https://openalex.org/W2068355225","https://openalex.org/W2072528130","https://openalex.org/W2089961441","https://openalex.org/W2118345389","https://openalex.org/W2130026429","https://openalex.org/W2137097255","https://openalex.org/W2149829493","https://openalex.org/W2154889144","https://openalex.org/W2158592639","https://openalex.org/W2162349892","https://openalex.org/W2165065922","https://openalex.org/W2214352687","https://openalex.org/W2238128272","https://openalex.org/W2244956674","https://openalex.org/W2315667193","https://openalex.org/W2380373457","https://openalex.org/W2469582947","https://openalex.org/W2474516676","https://openalex.org/W2514641898","https://openalex.org/W2518570289","https://openalex.org/W2518876086","https://openalex.org/W2520438127","https://openalex.org/W2520477759","https://openalex.org/W2560753397","https://openalex.org/W2562858040","https://openalex.org/W2567305319","https://openalex.org/W2915935370","https://openalex.org/W2916780012","https://openalex.org/W2964111344","https://openalex.org/W3102624093","https://openalex.org/W6606595081","https://openalex.org/W6623108133","https://openalex.org/W6634128731","https://openalex.org/W6649598916","https://openalex.org/W6679027886","https://openalex.org/W6699138419","https://openalex.org/W6726349142","https://openalex.org/W6726745386","https://openalex.org/W6727158897","https://openalex.org/W6732074923"],"related_works":["https://openalex.org/W4384788979","https://openalex.org/W4406109044","https://openalex.org/W4406731786","https://openalex.org/W2914048681","https://openalex.org/W178060743","https://openalex.org/W2909390414","https://openalex.org/W2806679586","https://openalex.org/W2511178891","https://openalex.org/W1984282557","https://openalex.org/W2126676984"],"abstract_inverted_index":{"Recently,":[0],"correlation":[1],"filter-based":[2],"tracking":[3,151],"algorithms":[4],"have":[5,113],"attracted":[6],"much":[7],"attention":[8],"for":[9],"its":[10],"high":[11],"efficiency":[12],"and":[13,18,33,48,72,109,120,141],"robustness.":[14],"However,":[15],"achieving":[16],"fast":[17,46,107],"accurate":[19],"scale":[20,28,61,68],"estimation":[21,29],"remains":[22],"a":[23,85,161,168],"challenging":[24],"problem.":[25],"Most":[26],"existing":[27,37],"approaches":[30],"are":[31],"inefficient":[32],"time-consuming.":[34],"Besides,":[35],"these":[36],"trackers":[38,174],"perform":[39],"poorly":[40],"when":[41],"the":[42,67,73,93,97,103,129,149],"object":[43,150],"is":[44,63,77,89,122],"under":[45],"motion":[47,108],"partial":[49],"occlusion":[50],"due":[51],"to":[52,65,79,91],"limited":[53],"searching":[54,94],"area.":[55],"In":[56,83],"this":[57],"paper,":[58],"an":[59,70,135,142],"independent":[60],"filter":[62],"proposed":[64,90,126,156],"estimate":[66],"of":[69,96,139,146,163],"object,":[71],"dimensionality":[74],"reduction":[75],"strategy":[76,88],"used":[78],"reduce":[80],"computational":[81],"cost.":[82],"addition,":[84],"local":[86],"search":[87],"expand":[92],"area":[95],"tracker,":[98],"which":[99],"can":[100,158],"effectively":[101],"solve":[102],"problem":[104],"caused":[105],"by":[106,175],"occlusion.":[110],"Extensive":[111],"experiments":[112],"been":[114],"conducted":[115],"on":[116,148,167],"three":[117],"large-scale":[118],"benchmarks,":[119],"it":[121],"shown":[123],"that":[124],"our":[125,155],"tracker":[127,157],"outperforms":[128],"most":[130,172],"state-of-the-art":[131],"trackers.":[132],"It":[133],"achieves":[134],"average":[136,143],"precision":[137],"score":[138,145],"87.2%,":[140],"success":[144],"65.2%":[147],"benchmark-2013":[152],"benchmark.":[153],"Moreover,":[154],"run":[159],"at":[160],"speed":[162],"nearly":[164],"80":[165],"frames/s":[166],"single":[169],"CPU,":[170],"exceeding":[171],"competitive":[173],"several":[176],"times.":[177]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":5},{"year":2017,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
