{"id":"https://openalex.org/W2904857160","doi":"https://doi.org/10.1155/2018/6931020","title":"An Improved Kernelized Correlation Filter Based Visual Tracking Method","display_name":"An Improved Kernelized Correlation Filter Based Visual Tracking Method","publication_year":2018,"publication_date":"2018-12-17","ids":{"openalex":"https://openalex.org/W2904857160","doi":"https://doi.org/10.1155/2018/6931020","mag":"2904857160"},"language":"en","primary_location":{"id":"doi:10.1155/2018/6931020","doi":"https://doi.org/10.1155/2018/6931020","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2018/6931020","pdf_url":"http://downloads.hindawi.com/journals/mpe/2018/6931020.pdf","source":{"id":"https://openalex.org/S178238111","display_name":"Mathematical Problems in Engineering","issn_l":"1024-123X","issn":["1024-123X","1026-7077","1563-5147"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","poland-20","vabb-shw"],"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mathematical Problems in Engineering","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://downloads.hindawi.com/journals/mpe/2018/6931020.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024603369","display_name":"Jianjun Ni","orcid":"https://orcid.org/0000-0002-7130-8331","observed_orcids":["https://orcid.org/0000-0002-7130-8331"]},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianjun Ni","raw_affiliation_strings":["College of IOT Engineering, Hohai University, Changzhou 213022, China","Jiangsu Provincial Collaborative Innovation Center of World Water Valley and Water Ecological Civilization, Nanjing 210098, China","Jiangsu Universities and Colleges Key Laboratory of Special Robot Technology, Hohai University, Changzhou 213022, China"],"raw_orcid":"https://orcid.org/0000-0002-7130-8331","affiliations":[{"raw_affiliation_string":"College of IOT Engineering, Hohai University, Changzhou 213022, China","institution_ids":["https://openalex.org/I163340411"]},{"raw_affiliation_string":"Jiangsu Provincial Collaborative Innovation Center of World Water Valley and Water Ecological Civilization, Nanjing 210098, China","institution_ids":[]},{"raw_affiliation_string":"Jiangsu Universities and Colleges Key Laboratory of Special Robot Technology, Hohai University, Changzhou 213022, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103894805","display_name":"Xue Zhang","orcid":"https://orcid.org/0000-0001-7129-0277","observed_orcids":["https://orcid.org/0000-0001-7129-0277"]},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xue Zhang","raw_affiliation_strings":["College of IOT Engineering, Hohai University, Changzhou 213022, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of IOT Engineering, Hohai University, Changzhou 213022, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101997579","display_name":"Pengfei Shi","orcid":"https://orcid.org/0000-0002-2966-1676","observed_orcids":["https://orcid.org/0000-0002-2966-1676","https://orcid.org/0000-0002-4467-7641"]},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengfei Shi","raw_affiliation_strings":["College of IOT Engineering, Hohai University, Changzhou 213022, China","Jiangsu Universities and Colleges Key Laboratory of Special Robot Technology, Hohai University, Changzhou 213022, China"],"raw_orcid":"https://orcid.org/0000-0002-2966-1676","affiliations":[{"raw_affiliation_string":"College of IOT Engineering, Hohai University, Changzhou 213022, China","institution_ids":["https://openalex.org/I163340411"]},{"raw_affiliation_string":"Jiangsu Universities and Colleges Key Laboratory of Special Robot Technology, Hohai University, Changzhou 213022, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100959852","display_name":"Jinxiu Zhu","orcid":"https://orcid.org/0000-0002-8749-8125","observed_orcids":["https://orcid.org/0000-0002-8749-8125"]},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinxiu Zhu","raw_affiliation_strings":["College of IOT Engineering, Hohai University, Changzhou 213022, China","Jiangsu Provincial Collaborative Innovation Center of World Water Valley and Water Ecological Civilization, Nanjing 210098, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of IOT Engineering, Hohai University, Changzhou 213022, China","institution_ids":["https://openalex.org/I163340411"]},{"raw_affiliation_string":"Jiangsu Provincial Collaborative Innovation Center of World Water Valley and Water Ecological Civilization, Nanjing 210098, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5024603369"],"corresponding_institution_ids":["https://openalex.org/I163340411"],"apc_list":{"value":2550,"currency":"USD","value_usd":2550},"apc_paid":{"value":2550,"currency":"USD","value_usd":2550},"fwci":0.3257,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.5752822,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"2018","issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9994999766349792,"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":0.9994999766349792,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":9.999999747378752e-05,"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/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/kernelized-correlation-filter","display_name":"kernelized correlation filter","score":0.9449999928474426},{"id":"https://openalex.org/keywords/visual-tracking","display_name":"visual object tracking","score":0.8650000095367432},{"id":"https://openalex.org/keywords/gm-1-1-model","display_name":"GM(1,1) model","score":0.9340000152587891},{"id":"https://openalex.org/keywords/target-scale-variation","display_name":"target scale variation","score":0.8830000162124634},{"id":"https://openalex.org/keywords/occlusion-handling","display_name":"occlusion handling","score":0.8970000147819519},{"id":"https://openalex.org/keywords/appearance-changes","display_name":"appearance changes","score":0.7170000076293945}],"concepts":[{"id":"https://openalex.org/C57501372","wikidata":"https://www.wikidata.org/wiki/Q2021268","display_name":"BitTorrent tracker","level":3,"score":0.7410087585449219},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6776310801506042},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.6021413207054138},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5968354940414429},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5946717262268066},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4664340317249298},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45928478240966797},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.4581308960914612},{"id":"https://openalex.org/C158096908","wikidata":"https://www.wikidata.org/wiki/Q3983303","display_name":"Template matching","level":3,"score":0.4464355707168579},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.44284307956695557},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4235600233078003},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.417675256729126},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4149150550365448},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.11809179186820984},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2018/6931020","doi":"https://doi.org/10.1155/2018/6931020","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2018/6931020","pdf_url":"http://downloads.hindawi.com/journals/mpe/2018/6931020.pdf","source":{"id":"https://openalex.org/S178238111","display_name":"Mathematical Problems in Engineering","issn_l":"1024-123X","issn":["1024-123X","1026-7077","1563-5147"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","poland-20","vabb-shw"],"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mathematical Problems in Engineering","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:hin:jnlmpe:6931020","doi":null,"is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/MPE/2018/6931020.xml","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2018/6931020","doi":"https://doi.org/10.1155/2018/6931020","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2018/6931020","pdf_url":"http://downloads.hindawi.com/journals/mpe/2018/6931020.pdf","source":{"id":"https://openalex.org/S178238111","display_name":"Mathematical Problems in Engineering","issn_l":"1024-123X","issn":["1024-123X","1026-7077","1563-5147"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","poland-20","vabb-shw"],"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mathematical Problems in Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1319690720","display_name":null,"funder_award_id":"61573128","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1644470568","display_name":"\u751f\u7269\u542f\u53d1\u7684\u5ba4\u5185\u5f02\u6784\u591a\u673a\u5668\u4eba\u534f\u4f5c\u8bed\u4e49SLAM\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61873086","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2501150551","display_name":null,"funder_award_id":"61573128","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2728143742","display_name":null,"funder_award_id":"61801169","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4140385548","display_name":null,"funder_award_id":"2018B23214","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G616316853","display_name":null,"funder_award_id":"61801169","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G6429581589","display_name":null,"funder_award_id":"61873086","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G6459821917","display_name":null,"funder_award_id":"2018B23214","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/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2904857160.pdf","grobid_xml":"https://content.openalex.org/works/W2904857160.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1563832445","https://openalex.org/W1566601044","https://openalex.org/W1750041448","https://openalex.org/W1880274833","https://openalex.org/W1977709942","https://openalex.org/W2015738504","https://openalex.org/W2035379092","https://openalex.org/W2038943746","https://openalex.org/W2063209812","https://openalex.org/W2109579504","https://openalex.org/W2113577207","https://openalex.org/W2124211486","https://openalex.org/W2126302311","https://openalex.org/W2154889144","https://openalex.org/W2158592639","https://openalex.org/W2255950123","https://openalex.org/W2343187456","https://openalex.org/W2401186830","https://openalex.org/W2528183205","https://openalex.org/W2582222835","https://openalex.org/W2594602615","https://openalex.org/W2621377298","https://openalex.org/W2761592212","https://openalex.org/W2765540984","https://openalex.org/W2793431021"],"related_works":["https://openalex.org/W2917062391","https://openalex.org/W2507983216","https://openalex.org/W2527991558","https://openalex.org/W4407314029","https://openalex.org/W2790238920","https://openalex.org/W2765540984","https://openalex.org/W2765269611","https://openalex.org/W3015679467","https://openalex.org/W2736430004","https://openalex.org/W2790145984"],"abstract_inverted_index":{"Correlation":[0],"filter":[1,38,57],"based":[2,39],"trackers":[3],"have":[4,16],"received":[5],"great":[6],"attention":[7],"in":[8,20,35,85],"the":[9,36,64,68,86,91,109,115,121,132],"field":[10],"of":[11,22,131],"visual":[12,135],"target":[13,43],"tracking,":[14],"which":[15],"shown":[17],"impressive":[18],"advantages":[19],"terms":[21],"accuracy,":[23],"robustness,":[24],"and":[25,46,73,94,113],"speed.":[26],"However,":[27],"there":[28],"are":[29,101,118],"still":[30],"some":[31,99],"challenges":[32],"that":[33],"exist":[34],"correlation":[37,56],"methods,":[40],"such":[41],"as":[42],"scale":[44],"variation":[45],"occlusion.":[47],"To":[48],"deal":[49],"with":[50,108],"these":[51],"problems,":[52],"an":[53],"improved":[54],"kernelized":[55],"(KCF)":[58],"tracker":[59],"is":[60,83,106],"proposed,":[61],"by":[62],"employing":[63],"GM(1,1)":[65],"grey":[66],"model,":[67],"interval":[69],"template":[70,80,96],"matching":[71],"method,":[72],"multiblock":[74],"scheme.":[75],"In":[76],"addition,":[77],"a":[78],"strict":[79],"update":[81],"strategy":[82],"presented":[84],"proposed":[87,104,133],"method":[88,105],"to":[89],"accommodate":[90],"appearance":[92],"change":[93],"avoid":[95],"corruption.":[97],"Finally,":[98],"experiments":[100],"conducted.":[102],"The":[103,125],"compared":[107],"top":[110],"state-of-the-art":[111],"trackers,":[112],"all":[114],"tracking":[116,123,136],"algorithms":[117],"evaluated":[119],"on":[120],"object":[122],"benchmark.":[124],"experimental":[126],"results":[127],"demonstrate":[128],"obvious":[129],"improvements":[130],"KCF-based":[134],"method.":[137]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-13T13:42:25.865203","created_date":"2018-12-22T00:00:00"}
