{"id":"https://openalex.org/W2946925176","doi":"https://doi.org/10.3837/tiis.2019.04.020","title":"An Anti-occlusion and Scale Adaptive Kernel Correlation Filter for Visual Object Tracking","display_name":"An Anti-occlusion and Scale Adaptive Kernel Correlation Filter for Visual Object Tracking","publication_year":2019,"publication_date":"2019-04-30","ids":{"openalex":"https://openalex.org/W2946925176","doi":"https://doi.org/10.3837/tiis.2019.04.020","mag":"2946925176"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.3837/tiis.2019.04.020","pdf_url":"http://itiis.org/digital-library/manuscript/file/22078/TIISVol13No4-20.pdf","source":{"id":"https://openalex.org/S204131793","display_name":"KSII Transactions on Internet and Information Systems","issn_l":"1976-7277","issn":["1976-7277","2288-1468"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4323966148","host_organization_name":"Korea Society of Internet Information","host_organization_lineage":["https://openalex.org/P4323966148"],"host_organization_lineage_names":["Korea Society of Internet Information"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://itiis.org/digital-library/manuscript/file/22078/TIISVol13No4-20.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101492678","display_name":"Yingping Huang","orcid":"https://orcid.org/0000-0002-5861-2304"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingping Huang","raw_affiliation_strings":["School of Optical-Electrical and Computer Engineering, University of Shanghai for Science & Technology, Shanghai 200093, China"],"affiliations":[{"raw_affiliation_string":"School of Optical-Electrical and Computer Engineering, University of Shanghai for Science & Technology, Shanghai 200093, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102866167","display_name":"Chao Ju","orcid":"https://orcid.org/0000-0002-9432-1627"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Ju","raw_affiliation_strings":["School of Optical-Electrical and Computer Engineering, University of Shanghai for Science & Technology, Shanghai 200093, China"],"affiliations":[{"raw_affiliation_string":"School of Optical-Electrical and Computer Engineering, University of Shanghai for Science & Technology, Shanghai 200093, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082604341","display_name":"Xing Hu","orcid":"https://orcid.org/0000-0003-1930-0372"},"institutions":[{"id":"https://openalex.org/I152031979","display_name":"Nanjing Normal University","ror":"https://ror.org/036trcv74","country_code":"CN","type":"education","lineage":["https://openalex.org/I152031979"]},{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Hu","raw_affiliation_strings":["Nanjing Normal University Taizhou Colledge, Taizhou, China.","University of Shanghai for Science and Technology, Shanghai, China."],"affiliations":[{"raw_affiliation_string":"Nanjing Normal University Taizhou Colledge, Taizhou, China.","institution_ids":["https://openalex.org/I152031979"]},{"raw_affiliation_string":"University of Shanghai for Science and Technology, Shanghai, China.","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086816563","display_name":"Wenyan Ci","orcid":"https://orcid.org/0000-0002-0248-637X"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenyan Ci","raw_affiliation_strings":["School of Electric Power Engineering, Nannjng Normal University, Taizhou College, Taizhou 225300, China","School of Optical-Electrical and Computer Engineering, University of Shanghai for Science & Technology, Shanghai 200093, China"],"affiliations":[{"raw_affiliation_string":"School of Optical-Electrical and Computer Engineering, University of Shanghai for Science & Technology, Shanghai 200093, China","institution_ids":["https://openalex.org/I148128674"]},{"raw_affiliation_string":"School of Electric Power Engineering, Nannjng Normal University, Taizhou College, Taizhou 225300, China","institution_ids":[]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.366,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":4,"citation_normalized_percentile":{"value":0.759693,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":77,"max":79},"biblio":{"volume":"13","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Visual Object Tracking and Person Re-identification","score":0.9977,"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":"Visual Object Tracking and Person Re-identification","score":0.9977,"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":"Computational Modeling of Visual Saliency Detection","score":0.987,"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/T12389","display_name":"Infrared Small Target Detection and Tracking","score":0.9806,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/object-tracking","display_name":"Object Tracking","score":0.619872},{"id":"https://openalex.org/keywords/multiple-object-tracking","display_name":"Multiple Object Tracking","score":0.582425},{"id":"https://openalex.org/keywords/visual-tracking","display_name":"Visual Tracking","score":0.554686},{"id":"https://openalex.org/keywords/detection","display_name":"Detection","score":0.552029},{"id":"https://openalex.org/keywords/salient-object-detection","display_name":"Salient Object Detection","score":0.532436},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5018339},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.4310871}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8892373},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.69637},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6216183},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.55451524},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5381343},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5018339},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.49246654},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.4886978},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.4310871},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.4274378},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08086172},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0661661},{"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.3837/tiis.2019.04.020","pdf_url":"http://itiis.org/digital-library/manuscript/file/22078/TIISVol13No4-20.pdf","source":{"id":"https://openalex.org/S204131793","display_name":"KSII Transactions on Internet and Information Systems","issn_l":"1976-7277","issn":["1976-7277","2288-1468"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4323966148","host_organization_name":"Korea Society of Internet Information","host_organization_lineage":["https://openalex.org/P4323966148"],"host_organization_lineage_names":["Korea Society of Internet Information"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.3837/tiis.2019.04.020","pdf_url":"http://itiis.org/digital-library/manuscript/file/22078/TIISVol13No4-20.pdf","source":{"id":"https://openalex.org/S204131793","display_name":"KSII Transactions on Internet and Information Systems","issn_l":"1976-7277","issn":["1976-7277","2288-1468"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4323966148","host_organization_name":"Korea Society of Internet Information","host_organization_lineage":["https://openalex.org/P4323966148"],"host_organization_lineage_names":["Korea Society of Internet Information"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":16,"referenced_works":["https://openalex.org/W161114242","https://openalex.org/W1908905119","https://openalex.org/W1955514522","https://openalex.org/W1964846093","https://openalex.org/W1974961874","https://openalex.org/W1997121481","https://openalex.org/W2089961441","https://openalex.org/W2098941887","https://openalex.org/W2124211486","https://openalex.org/W2154889144","https://openalex.org/W2520477759","https://openalex.org/W2536512611","https://openalex.org/W2537915840","https://openalex.org/W2558899534","https://openalex.org/W2962864296","https://openalex.org/W818325216"],"related_works":["https://openalex.org/W4388689193","https://openalex.org/W4285271403","https://openalex.org/W3156013036","https://openalex.org/W2985362983","https://openalex.org/W2968379562","https://openalex.org/W29633852","https://openalex.org/W2892070025","https://openalex.org/W2542007731","https://openalex.org/W2110899030","https://openalex.org/W2091015105"],"abstract_inverted_index":{"Focusing":[0],"on":[1,144],"the":[2,5,33,42,52,58,62,68,72,87,98,104,110,115,123,127,133,145,159,165,170,173],"issue":[3],"that":[4],"conventional":[6],"Kernel":[7],"Correlation":[8,39],"Filter":[9],"(KCF)":[10],"algorithm":[11,31],"has":[12],"poor":[13],"performance":[14],"in":[15,32,172],"handling":[16],"scale":[17,28,107,125,137,176],"change":[18,177],"and":[19,27,41,93,119,136,169,178,180],"obscured":[20],"objects,":[21],"this":[22],"paper":[23],"proposes":[24],"an":[25],"anti-occlusion":[26],"adaptive":[29],"tracking":[30,155,166],"basis":[34],"of":[35,45,64,71,74,175],"KCF.The":[36],"average":[37],"Peak-to":[38],"Energy":[40],"peak":[43],"value":[44],"correlation":[46],"filtering":[47],"response":[48,113],"are":[49,139],"used":[50],"as":[51,122],"confidence":[53],"indexes":[54],"to":[55,101],"determine":[56],"whether":[57],"target":[59,78,88,117],"is":[60,114,120,131],"obscured.In":[61],"case":[63],"non-occlusion,":[65],"we":[66,84],"modify":[67],"searching":[69,75],"scheme":[70],"KCF.Instead":[73],"for":[76,86,126,150],"a":[77,80,183],"with":[79,90,103,109,152],"fixed":[81],"sample":[82,99],"size,":[83],"search":[85],"area":[89],"multiple":[91],"scales":[92],"then":[94],"resize":[95],"it":[96],"into":[97],"size":[100],"compare":[102],"learnt":[105],"model.The":[106],"factor":[108],"maximum":[111],"filter":[112],"best":[116],"scaling":[118],"updated":[121],"optimal":[124],"following":[128],"tracking.Once":[129],"occlusion":[130],"detected,":[132],"model":[134],"updating":[135,138],"stopped.Experiments":[140],"have":[141],"been":[142],"conducted":[143],"OTB":[146],"benchmark":[147],"video":[148],"sequences":[149],"compassion":[151],"other":[153],"state-of-the-art":[154],"methods.The":[156],"results":[157],"demonstrate":[158],"proposed":[160],"method":[161],"can":[162],"effectively":[163],"improve":[164],"success":[167],"rate":[168],"accuracy":[171],"cases":[174],"occlusion,":[179],"meanwhile":[181],"ensure":[182],"real-time":[184],"performance.":[185]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2946925176","counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2024-10-09T13:06:28.951078","created_date":"2019-06-07"}
