{"id":"https://openalex.org/W4225878705","doi":"https://doi.org/10.3390/info13040184","title":"Fast Tracking Algorithm Based on Spatial Regularization Correlation Filter","display_name":"Fast Tracking Algorithm Based on Spatial Regularization Correlation Filter","publication_year":2022,"publication_date":"2022-04-02","ids":{"openalex":"https://openalex.org/W4225878705","doi":"https://doi.org/10.3390/info13040184"},"language":"en","primary_location":{"id":"doi:10.3390/info13040184","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info13040184","pdf_url":"https://www.mdpi.com/2078-2489/13/4/184/pdf?version=1648913342","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"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":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2078-2489/13/4/184/pdf?version=1648913342","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016678599","display_name":"Caihong Liu","orcid":"https://orcid.org/0000-0001-6213-8185"},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Caihong Liu","raw_affiliation_strings":["College of Information Science and Engineering, Xinjiang University, Urumqi 830046, China"],"raw_orcid":"https://orcid.org/0000-0001-6213-8185","affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Xinjiang University, Urumqi 830046, China","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059278532","display_name":"Mayire Ibrayim","orcid":"https://orcid.org/0000-0002-8766-0647"},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mayire Ibrayim","raw_affiliation_strings":["College of Information Science and Engineering, Xinjiang University, Urumqi 830046, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Xinjiang University, Urumqi 830046, China","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075133420","display_name":"Askar Hamdulla","orcid":"https://orcid.org/0000-0002-2321-308X"},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Askar Hamdulla","raw_affiliation_strings":["College of Information Science and Engineering, Xinjiang University, Urumqi 830046, China"],"raw_orcid":"https://orcid.org/0000-0002-2321-308X","affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Xinjiang University, Urumqi 830046, China","institution_ids":["https://openalex.org/I96908189"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5059278532"],"corresponding_institution_ids":["https://openalex.org/I96908189"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.1015,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.35643402,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"13","issue":"4","first_page":"184","last_page":"184"},"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/T11963","display_name":"Impact of Light on Environment and Health","score":0.9796000123023987,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.967199981212616,"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/clutter","display_name":"Clutter","score":0.6499037146568298},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6140073537826538},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5974617600440979},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.5255923271179199},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5114249587059021},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4712893068790436},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.42626655101776123},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.4109806716442108},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3827473521232605},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34673741459846497},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.33577674627304077},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.2987322211265564},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.1928921937942505}],"concepts":[{"id":"https://openalex.org/C132094186","wikidata":"https://www.wikidata.org/wiki/Q641585","display_name":"Clutter","level":3,"score":0.6499037146568298},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6140073537826538},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5974617600440979},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.5255923271179199},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5114249587059021},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4712893068790436},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.42626655101776123},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.4109806716442108},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3827473521232605},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34673741459846497},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.33577674627304077},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2987322211265564},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.1928921937942505},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"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":3,"locations":[{"id":"doi:10.3390/info13040184","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info13040184","pdf_url":"https://www.mdpi.com/2078-2489/13/4/184/pdf?version=1648913342","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"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":"Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:76d8d6eda8754fac8211d49e3ce82376","is_oa":true,"landing_page_url":"https://doaj.org/article/76d8d6eda8754fac8211d49e3ce82376","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":"Information, Vol 13, Iss 4, p 184 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2078-2489/13/4/184/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/info13040184","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":"Information; Volume 13; Issue 4; Pages: 184","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/info13040184","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info13040184","pdf_url":"https://www.mdpi.com/2078-2489/13/4/184/pdf?version=1648913342","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"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":"Information","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8199999928474426,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4225878705.pdf","grobid_xml":"https://content.openalex.org/works/W4225878705.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W161114242","https://openalex.org/W818325216","https://openalex.org/W1892578678","https://openalex.org/W1904671147","https://openalex.org/W1908905119","https://openalex.org/W1915599933","https://openalex.org/W1955741794","https://openalex.org/W1964846093","https://openalex.org/W1977995219","https://openalex.org/W1997121481","https://openalex.org/W2044986361","https://openalex.org/W2089961441","https://openalex.org/W2139047213","https://openalex.org/W2154889144","https://openalex.org/W2158592639","https://openalex.org/W2162383208","https://openalex.org/W2164278908","https://openalex.org/W2291198157","https://openalex.org/W2469582947","https://openalex.org/W2518013266","https://openalex.org/W2518876086","https://openalex.org/W2520477759","https://openalex.org/W2557641257","https://openalex.org/W2558899534","https://openalex.org/W2599547527","https://openalex.org/W2761406764","https://openalex.org/W2769249386","https://openalex.org/W2790354978","https://openalex.org/W2940928832","https://openalex.org/W2955983623","https://openalex.org/W2962864296","https://openalex.org/W2963074722","https://openalex.org/W2964069521","https://openalex.org/W2964111344","https://openalex.org/W3006814414","https://openalex.org/W3035672751","https://openalex.org/W3103428980","https://openalex.org/W3109466111","https://openalex.org/W6683411478","https://openalex.org/W6684379799"],"related_works":["https://openalex.org/W2130674020","https://openalex.org/W2093748878","https://openalex.org/W2333771223","https://openalex.org/W2120056845","https://openalex.org/W1981531423","https://openalex.org/W2035264131","https://openalex.org/W1679012645","https://openalex.org/W2013741627","https://openalex.org/W1410705132","https://openalex.org/W2471401384"],"abstract_inverted_index":{"To":[0,133],"solve":[1],"the":[2,5,17,27,33,42,47,60,62,83,87,92,108,123,151,156,160,164,175,181,196,199,218,224,229,241,250,268,273,285],"problem":[3,170],"of":[4,8,26,46,59,86,110,122,171,287],"redundant":[6],"number":[7],"training":[9,18],"samples":[10,19,35,40,58],"in":[11,70,91,116,159,174,217,284],"a":[12,117,129,139,210,277],"correlation":[13,146,232],"filter-based":[14],"tracking":[15,63,84,94,120,131,177,202,252,282],"algorithm,":[16],"were":[20,36,54],"implicitly":[21],"extended":[22,34],"by":[23,154,194],"circular":[24],"shifts":[25],"given":[28],"target":[29,251],"patches,":[30],"and":[31,76,180,228,248,254,265,267,280,289],"all":[32,50],"used":[37],"as":[38,74],"negative":[39,57],"for":[41],"fast":[43],"online":[44],"learning":[45],"filter.":[48],"Since":[49],"these":[51],"shifted":[52],"patches":[53],"not":[55],"true":[56],"target,":[61],"process":[64],"suffered":[65],"from":[66,198],"boundary":[67,102],"effects,":[68,103],"especially":[69],"challenging":[71],"situations":[72],"such":[73],"occlusion":[75,288],"background":[77,290],"clutter,":[78],"which":[79,222],"can":[80],"significantly":[81],"impair":[82],"performance":[85,283],"tracker.":[88],"Spatial":[89],"regularization":[90],"SRDCF":[93,124,161,176],"algorithm":[95,125,141,162,178,184,275],"is":[96],"an":[97],"effective":[98],"way":[99],"to":[100,204,236,239],"mitigate":[101],"but":[104],"it":[105],"comes":[106],"at":[107],"cost":[109],"highly":[111],"increased":[112],"time":[113],"complexity,":[114],"resulting":[115],"very":[118],"slow":[119,172],"speed":[121,173],"that":[126,148,272],"cannot":[127],"achieve":[128],"real-time":[130,186],"effect.":[132],"address":[134],"this":[135],"issue,":[136],"we":[137],"proposed":[138,193,274],"fast-tracking":[140],"based":[142],"on":[143,260],"spatially":[144],"regularized":[145],"filters":[147,153],"efficiently":[149],"optimized":[150],"solved":[152],"replacing":[155],"Gauss\u2013Seidel":[157],"method":[158],"with":[163],"alternating":[165],"direction":[166],"multiplier":[167],"method.":[168],"The":[169],"improved,":[179],"improved":[182],"FSRCF":[183],"achieved":[185],"tracking.":[187,293],"An":[188],"adaptive":[189],"update":[190,220,240],"mechanism":[191],"was":[192,215],"using":[195],"feedback":[197],"high":[200],"confidence":[201,212],"results":[203,270],"avoid":[205],"model":[206,219,246],"corruption.":[207],"That":[208],"is,":[209],"robust":[211],"evaluation":[213],"criterion":[214,227,235],"introduced":[216],"phase,":[221],"combined":[223],"maximum":[225],"response":[226],"average":[230],"peak":[231],"energy":[233],"APCE":[234],"determine":[237],"whether":[238],"filter,":[242],"thereby":[243],"avoiding":[244],"filter":[245],"drift":[247],"improving":[249],"accuracy":[253],"speed.":[255],"We":[256],"conducted":[257],"extensive":[258],"experiments":[259],"datasets":[261],"OTB-2015,":[262],"OTB-2013,":[263],"UAV123,":[264],"TC128,":[266],"experimental":[269],"show":[271],"exhibits":[276],"more":[278],"stable":[279],"accurate":[281],"presence":[286],"clutter":[291],"during":[292]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2022-05-05T00:00:00"}
