{"id":"https://openalex.org/W2909529016","doi":"https://doi.org/10.1109/tcsvt.2019.2892759","title":"When Correlation Filters Meet Siamese Networks for Real-Time Complementary Tracking","display_name":"When Correlation Filters Meet Siamese Networks for Real-Time Complementary Tracking","publication_year":2019,"publication_date":"2019-01-14","ids":{"openalex":"https://openalex.org/W2909529016","doi":"https://doi.org/10.1109/tcsvt.2019.2892759","mag":"2909529016"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2019.2892759","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2019.2892759","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Circuits and Systems for Video Technology","raw_type":"journal-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/A5100358070","display_name":"Dongdong Li","orcid":"https://orcid.org/0000-0001-6004-0408"},"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":"Dongdong Li","raw_affiliation_strings":["College of Electronic Science, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic Science, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038550641","display_name":"Fatih Porikli","orcid":"https://orcid.org/0000-0002-1520-4466"},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Fatih Porikli","raw_affiliation_strings":["Research School of Engineering, Australian National University, Canberra, Australia"],"affiliations":[{"raw_affiliation_string":"Research School of Engineering, Australian National University, Canberra, Australia","institution_ids":["https://openalex.org/I118347636"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110203773","display_name":"Gongjian Wen","orcid":null},"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":"Gongjian Wen","raw_affiliation_strings":["College of Electronic Science, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic Science, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066941627","display_name":"Yangliu Kuai","orcid":"https://orcid.org/0000-0001-9357-8482"},"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":"Yangliu Kuai","raw_affiliation_strings":["College of Electronic Science, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic Science, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100358070"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":null,"apc_paid":null,"fwci":2.7588,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.92427476,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"30","issue":"2","first_page":"509","last_page":"519"},"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9749000072479248,"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"}},{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9678000211715698,"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/discriminative-model","display_name":"Discriminative model","score":0.7407851219177246},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6897985935211182},{"id":"https://openalex.org/keywords/bittorrent-tracker","display_name":"BitTorrent tracker","score":0.6897078156471252},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6505047678947449},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.643546998500824},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.44874781370162964},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42584654688835144},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.2543758451938629}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7407851219177246},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6897985935211182},{"id":"https://openalex.org/C57501372","wikidata":"https://www.wikidata.org/wiki/Q2021268","display_name":"BitTorrent tracker","level":3,"score":0.6897078156471252},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6505047678947449},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.643546998500824},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.44874781370162964},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42584654688835144},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.2543758451938629},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcsvt.2019.2892759","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2019.2892759","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Circuits and Systems for Video Technology","raw_type":"journal-article"},{"id":"pmh:oai:openresearch-repository.anu.edu.au:1885/317410","is_oa":false,"landing_page_url":"http://hdl.handle.net/1885/317410","pdf_url":null,"source":{"id":"https://openalex.org/S4306402539","display_name":"ANU Open Research (Australian National University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I118347636","host_organization_name":"Australian National University","host_organization_lineage":["https://openalex.org/I118347636"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","raw_type":"Journal article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.75,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G1477131465","display_name":null,"funder_award_id":"61671456","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6638848984","display_name":null,"funder_award_id":"41601487","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G886012150","display_name":null,"funder_award_id":"DP150104645","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1576709274","https://openalex.org/W1857884451","https://openalex.org/W1955514522","https://openalex.org/W1955741794","https://openalex.org/W1963882359","https://openalex.org/W1964846093","https://openalex.org/W1997121481","https://openalex.org/W2044986361","https://openalex.org/W2089961441","https://openalex.org/W2109579504","https://openalex.org/W2117539524","https://openalex.org/W2124211486","https://openalex.org/W2139047213","https://openalex.org/W2147347517","https://openalex.org/W2149077040","https://openalex.org/W2154889144","https://openalex.org/W2158592639","https://openalex.org/W2159128898","https://openalex.org/W2161969291","https://openalex.org/W2163605009","https://openalex.org/W2177258564","https://openalex.org/W2183648259","https://openalex.org/W2194775991","https://openalex.org/W2211629196","https://openalex.org/W2214352687","https://openalex.org/W2244956674","https://openalex.org/W2300840837","https://openalex.org/W2343187456","https://openalex.org/W2408241409","https://openalex.org/W2470394683","https://openalex.org/W2512452641","https://openalex.org/W2518013266","https://openalex.org/W2520438127","https://openalex.org/W2520477759","https://openalex.org/W2520831962","https://openalex.org/W2559831188","https://openalex.org/W2916780012","https://openalex.org/W2963272600","https://openalex.org/W2964111344","https://openalex.org/W2964253307","https://openalex.org/W2986028972","https://openalex.org/W3102624093","https://openalex.org/W3103757879","https://openalex.org/W4295192455","https://openalex.org/W6649598916","https://openalex.org/W6684191040","https://openalex.org/W6720898849"],"related_works":["https://openalex.org/W2965546495","https://openalex.org/W2803618243","https://openalex.org/W3020706491","https://openalex.org/W256589335","https://openalex.org/W2804764393","https://openalex.org/W4385454113","https://openalex.org/W4386114301","https://openalex.org/W2404514746","https://openalex.org/W4386158955","https://openalex.org/W1652783584"],"abstract_inverted_index":{"Discriminative":[0],"correlation":[1,162],"filter":[2],"(DCF)-based":[3],"trackers":[4,33,209],"have":[5],"recently":[6],"exhibited":[7],"high":[8],"efficiency":[9,144],"and":[10,20,29,37,79,94,103,108,182,192,199,211,222,228],"impressive":[11],"robustness":[12],"to":[13,49],"challenging":[14],"factors,":[15],"such":[16],"as":[17],"illumination":[18],"change":[19],"partial":[21],"occlusion.":[22],"However,":[23],"in":[24,147,167,201,226,230],"cases":[25],"with":[26,126,188,206,233],"fast":[27],"motion":[28],"full":[30],"occlusion,":[31],"these":[32],"drift":[34],"off":[35],"soon":[36],"can":[38],"hardly":[39],"re-detect":[40],"the":[41,44,50,54,66,113,121,129,132,148,156,161,168,234],"target":[42,122],"from":[43,76,160],"restricted":[45],"search":[46,72],"region":[47],"due":[48],"boundary":[51],"effect.":[52],"On":[53,184,213],"contrary,":[55],"recent":[56],"work":[57],"using":[58],"a":[59,70,86,97,217],"fully":[60],"convolutional":[61],"Siamese":[62],"network":[63],"(Siamfc)":[64],"locates":[65,120],"exemplar":[67],"image":[68,73],"within":[69],"large":[71],"but":[74,124],"suffers":[75],"coarse":[77,134],"location":[78,135],"distractors.":[80],"In":[81,112,128],"this":[82,117],"paper,":[83],"we":[84],"propose":[85],"real-time":[87],"complementary":[88],"tracker":[89],"(RCT)":[90],"by":[91,138],"integrating":[92],"DCF":[93,102,139,166],"Siamfc":[95,104,146],"into":[96],"two-stage":[98],"tracking":[99,157],"framework":[100],"where":[101],"share":[105],"mutual":[106],"advantages":[107],"complement":[109],"each":[110],"other.":[111],"first":[114,149,229],"stage":[115,150],"of":[116,165,197],"framework,":[118],"RCT":[119,186,215],"coarsely":[123],"robustly":[125],"Siamfc.":[127],"second":[130,169],"stage,":[131],"derived":[133],"is":[136,151],"refined":[137],"for":[140],"higher":[141],"accuracy.":[142],"For":[143],"reasons,":[145],"activated":[152],"occasionally":[153],"based":[154],"on":[155,175],"status":[158],"inferred":[159],"response":[163],"map":[164],"stage.":[170],"Comprehensive":[171],"experiments":[172],"are":[173],"performed":[174],"three":[176],"popular":[177],"benchmark":[178],"datasets:":[179],"OTB2013,":[180,185],"OTB2015,":[181],"VOT2016.":[183],"runs":[187],"over":[189],"40":[190],"f/s":[191],"achieves":[193],"an":[194],"absolute":[195],"gain":[196],"4.8%":[198],"5.2%":[200],"mean":[202],"overlap":[203],"precision":[204],"compared":[205,232],"two":[207],"base":[208],"(Staple":[210],"Siamfc).":[212],"VOT2016,":[214],"makes":[216],"good":[218],"balance":[219],"between":[220],"performance":[221],"efficiency,":[223],"ranking":[224],"fifth":[225],"EAO":[227],"EFO":[231],"top":[235],"five":[236],"trackers.":[237]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":4}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
