{"id":"https://openalex.org/W2769566407","doi":"https://doi.org/10.3390/s17112626","title":"Scene-Aware Adaptive Updating for Visual Tracking via Correlation Filters","display_name":"Scene-Aware Adaptive Updating for Visual Tracking via Correlation Filters","publication_year":2017,"publication_date":"2017-11-15","ids":{"openalex":"https://openalex.org/W2769566407","doi":"https://doi.org/10.3390/s17112626","mag":"2769566407","pmid":"https://pubmed.ncbi.nlm.nih.gov/29140311"},"language":"en","primary_location":{"id":"doi:10.3390/s17112626","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s17112626","pdf_url":"https://www.mdpi.com/1424-8220/17/11/2626/pdf?version=1510747619","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/1424-8220/17/11/2626/pdf?version=1510747619","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100373576","display_name":"Fan Li","orcid":"https://orcid.org/0000-0002-7566-1634"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fan Li","raw_affiliation_strings":["Department of Information and Communication Engineering, School of Electronic and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","Department of Information and Communication Engineering, School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an 710049, China"],"raw_orcid":"https://orcid.org/0000-0002-7566-1634","affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, School of Electronic and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Department of Information and Communication Engineering, School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an 710049, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058595018","display_name":"Sirou Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sirou Zhang","raw_affiliation_strings":["Department of Information and Communication Engineering, School of Electronic and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","Department of Information and Communication Engineering, School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an 710049, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, School of Electronic and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Department of Information and Communication Engineering, School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an 710049, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039270843","display_name":"Xiaoya Qiao","orcid":"https://orcid.org/0000-0001-7226-4054"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoya Qiao","raw_affiliation_strings":["Department of Information and Communication Engineering, School of Electronic and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","Department of Information and Communication Engineering, School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an 710049, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, School of Electronic and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Department of Information and Communication Engineering, School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an 710049, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100373576"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.109,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.86751999,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"17","issue":"11","first_page":"2626","last_page":"2626"},"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9912999868392944,"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/T14257","display_name":"Advanced Measurement and Detection Methods","score":0.9790999889373779,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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-vision","display_name":"Computer vision","score":0.7889122366905212},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7606993913650513},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7156677842140198},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6990313529968262},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.5790096521377563},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5434499382972717},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.529453694820404},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.4754568934440613},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.45297518372535706},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.43437695503234863},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3227544128894806},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.23579096794128418},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1766446828842163}],"concepts":[{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7889122366905212},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7606993913650513},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7156677842140198},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6990313529968262},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.5790096521377563},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5434499382972717},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.529453694820404},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.4754568934440613},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.45297518372535706},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.43437695503234863},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3227544128894806},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.23579096794128418},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1766446828842163},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s17112626","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s17112626","pdf_url":"https://www.mdpi.com/1424-8220/17/11/2626/pdf?version=1510747619","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:29140311","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29140311","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:doaj.org/article:ffc96d6f877d4ec89d16261f59eec24a","is_oa":true,"landing_page_url":"https://doaj.org/article/ffc96d6f877d4ec89d16261f59eec24a","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":"Sensors, Vol 17, Iss 11, p 2626 (2017)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:4633924","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5713650","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"},{"id":"pmh:oai:mdpi.com:/1424-8220/17/11/2626/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s17112626","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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; Volume 17; Issue 11; Pages: 2626","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s17112626","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s17112626","pdf_url":"https://www.mdpi.com/1424-8220/17/11/2626/pdf?version=1510747619","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":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.5699999928474426}],"awards":[{"id":"https://openalex.org/G3759331503","display_name":null,"funder_award_id":"61372091","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5570052566","display_name":null,"funder_award_id":"61671365","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320336567","display_name":"Natural Science Basic Research Program of Shaanxi Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2769566407.pdf","grobid_xml":"https://content.openalex.org/works/W2769566407.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W161114242","https://openalex.org/W1908905119","https://openalex.org/W1955514522","https://openalex.org/W1955741794","https://openalex.org/W1964846093","https://openalex.org/W1968752118","https://openalex.org/W1995903777","https://openalex.org/W1997121481","https://openalex.org/W2000326692","https://openalex.org/W2009243364","https://openalex.org/W2024657922","https://openalex.org/W2044986361","https://openalex.org/W2060814785","https://openalex.org/W2072919289","https://openalex.org/W2089961441","https://openalex.org/W2094274531","https://openalex.org/W2098854771","https://openalex.org/W2098941887","https://openalex.org/W2102786230","https://openalex.org/W2109579504","https://openalex.org/W2139047213","https://openalex.org/W2143715815","https://openalex.org/W2147533695","https://openalex.org/W2150000644","https://openalex.org/W2154889144","https://openalex.org/W2162383208","https://openalex.org/W2214352687","https://openalex.org/W2238165113","https://openalex.org/W2474941434","https://openalex.org/W2522601641","https://openalex.org/W2528183205","https://openalex.org/W2591261030","https://openalex.org/W2606221507","https://openalex.org/W2613779721","https://openalex.org/W6674029489","https://openalex.org/W6683411478","https://openalex.org/W6721073959","https://openalex.org/W6727988522","https://openalex.org/W6744201405"],"related_works":["https://openalex.org/W2542007731","https://openalex.org/W4285271403","https://openalex.org/W2968379562","https://openalex.org/W3156013036","https://openalex.org/W4388689193","https://openalex.org/W2892070025","https://openalex.org/W29633852","https://openalex.org/W2091015105","https://openalex.org/W2985362983","https://openalex.org/W2110899030"],"abstract_inverted_index":{"In":[0,55],"recent":[1],"years,":[2],"visual":[3,66],"object":[4],"tracking":[5,24,39,67],"has":[6],"been":[7],"widely":[8],"used":[9],"in":[10,34,47,83,88,147],"military":[11],"guidance,":[12],"human-computer":[13],"interaction,":[14],"road":[15],"traffic,":[16],"scene":[17,189],"monitoring":[18],"and":[19,38,53,153,178,201],"many":[20],"other":[21],"fields.":[22],"The":[23,163],"algorithms":[25],"based":[26,106],"on":[27,107,159,187],"correlation":[28,71,137],"filters":[29],"have":[30],"shown":[31],"good":[32],"performance":[33,43],"terms":[35],"of":[36,143,183],"accuracy":[37],"speed.":[40],"However,":[41],"their":[42],"is":[44,81,91,104],"not":[45],"satisfactory":[46],"scenes":[48,114,148],"with":[49,149,167,190],"scale":[50,78,150,191],"variation,":[51,151,192],"deformation,":[52,152,198],"occlusion.":[54,154],"this":[56],"paper,":[57],"we":[58,127],"propose":[59],"a":[60,69,75],"scene-aware":[61],"adaptive":[62,101,130],"updating":[63,102,131],"mechanism":[64,103,132],"for":[65],"via":[68],"kernel":[70,136],"filter":[72,138],"(KCF).":[73],"First,":[74],"low":[76],"complexity":[77],"estimation":[79],"method":[80],"presented,":[82],"which":[84],"the":[85,95,100,108,112,124,129,135,141,144,160,168,184,188],"corresponding":[86],"weight":[87],"five":[89],"scales":[90],"employed":[92],"to":[93,123,133,139,181],"determine":[94],"final":[96],"target":[97,125],"scale.":[98],"Then,":[99],"presented":[105],"scene-classification.":[109],"We":[110,155],"classify":[111],"video":[113,119],"as":[115],"four":[116],"categories":[117],"by":[118,173],"content":[120],"analysis.":[121],"According":[122],"scene,":[126],"exploit":[128],"update":[134],"improve":[140],"robustness":[142],"tracker,":[145],"especially":[146],"evaluate":[156],"our":[157],"tracker":[158,186],"CVPR2013":[161],"benchmark.":[162],"experimental":[164],"results":[165],"obtained":[166],"proposed":[169],"algorithm":[170],"are":[171],"improved":[172],"33.3%,":[174],"15%,":[175],"6%,":[176],"21.9%":[177],"19.8%":[179],"compared":[180],"those":[182],"KCF":[185],"partial":[193],"or":[194],"long-time":[195],"large-area":[196],"occlusion,":[197],"fast":[199],"motion":[200],"out-of-view.":[202]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":7}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
