{"id":"https://openalex.org/W2901434625","doi":"https://doi.org/10.3390/s18113937","title":"Motion-Aware Correlation Filters for Online Visual Tracking","display_name":"Motion-Aware Correlation Filters for Online Visual Tracking","publication_year":2018,"publication_date":"2018-11-14","ids":{"openalex":"https://openalex.org/W2901434625","doi":"https://doi.org/10.3390/s18113937","mag":"2901434625","pmid":"https://pubmed.ncbi.nlm.nih.gov/30441834","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/6263798"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18113937","pdf_url":"https://www.mdpi.com/1424-8220/18/11/3937/pdf?version=1542190977","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_indexed_in_scopus":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},"type":"article","type_crossref":"journal-article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/18/11/3937/pdf?version=1542190977","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101953741","display_name":"Yihong Zhang","orcid":"https://orcid.org/0000-0003-1261-1661"},"institutions":[{"id":"https://openalex.org/I181326427","display_name":"Donghua University","ror":"https://ror.org/035psfh38","country_code":"CN","type":"funder","lineage":["https://openalex.org/I181326427"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yihong Zhang","raw_affiliation_strings":["College of Information Science and Technology, Engineering Research Center of Digitized Textile & Fashion Technology, Ministry of Education, DongHua University, Shanghai 201620, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Engineering Research Center of Digitized Textile & Fashion Technology, Ministry of Education, DongHua University, Shanghai 201620, China","institution_ids":["https://openalex.org/I181326427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072901278","display_name":"Yijin Yang","orcid":"https://orcid.org/0000-0002-8355-5946"},"institutions":[{"id":"https://openalex.org/I181326427","display_name":"Donghua University","ror":"https://ror.org/035psfh38","country_code":"CN","type":"funder","lineage":["https://openalex.org/I181326427"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yijin Yang","raw_affiliation_strings":["College of Information Science and Technology, Engineering Research Center of Digitized Textile & Fashion Technology, Ministry of Education, DongHua University, Shanghai 201620, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Engineering Research Center of Digitized Textile & Fashion Technology, Ministry of Education, DongHua University, Shanghai 201620, China","institution_ids":["https://openalex.org/I181326427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081612509","display_name":"Wuneng Zhou","orcid":"https://orcid.org/0000-0003-3867-8557"},"institutions":[{"id":"https://openalex.org/I181326427","display_name":"Donghua University","ror":"https://ror.org/035psfh38","country_code":"CN","type":"funder","lineage":["https://openalex.org/I181326427"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wuneng Zhou","raw_affiliation_strings":["College of Information Science and Technology, Engineering Research Center of Digitized Textile & Fashion Technology, Ministry of Education, DongHua University, Shanghai 201620, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Engineering Research Center of Digitized Textile & Fashion Technology, Ministry of Education, DongHua University, Shanghai 201620, China","institution_ids":["https://openalex.org/I181326427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056310164","display_name":"Lifeng Shi","orcid":"https://orcid.org/0000-0002-9770-9424"},"institutions":[{"id":"https://openalex.org/I181326427","display_name":"Donghua University","ror":"https://ror.org/035psfh38","country_code":"CN","type":"funder","lineage":["https://openalex.org/I181326427"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lifeng Shi","raw_affiliation_strings":["College of Information Science and Technology, Engineering Research Center of Digitized Textile & Fashion Technology, Ministry of Education, DongHua University, Shanghai 201620, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Engineering Research Center of Digitized Textile & Fashion Technology, Ministry of Education, DongHua University, Shanghai 201620, China","institution_ids":["https://openalex.org/I181326427"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101929316","display_name":"Demin Li","orcid":"https://orcid.org/0000-0003-3012-8497"},"institutions":[{"id":"https://openalex.org/I181326427","display_name":"Donghua University","ror":"https://ror.org/035psfh38","country_code":"CN","type":"funder","lineage":["https://openalex.org/I181326427"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Demin Li","raw_affiliation_strings":["College of Information Science and Technology, Engineering Research Center of Digitized Textile & Fashion Technology, Ministry of Education, DongHua University, Shanghai 201620, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Engineering Research Center of Digitized Textile & Fashion Technology, Ministry of Education, DongHua University, Shanghai 201620, China","institution_ids":["https://openalex.org/I181326427"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101953741","https://openalex.org/A5072901278"],"corresponding_institution_ids":["https://openalex.org/I181326427","https://openalex.org/I181326427"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.966,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":20,"citation_normalized_percentile":{"value":0.798754,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":91},"biblio":{"volume":"18","issue":"11","first_page":"3937","last_page":"3937"},"is_retracted":false,"is_paratext":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":0.9923,"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.9846,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/discriminative-model","display_name":"Discriminative model","score":0.7543787},{"id":"https://openalex.org/keywords/bittorrent-tracker","display_name":"BitTorrent tracker","score":0.738781},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5632691},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.55898046},{"id":"https://openalex.org/keywords/motion-blur","display_name":"Motion blur","score":0.42802304}],"concepts":[{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7725984},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.75806785},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7543787},{"id":"https://openalex.org/C57501372","wikidata":"https://www.wikidata.org/wiki/Q2021268","display_name":"BitTorrent tracker","level":3,"score":0.738781},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7141686},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.6611721},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5632691},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.55898046},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.54309213},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.5416489},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.4962185},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.48195264},{"id":"https://openalex.org/C10161872","wikidata":"https://www.wikidata.org/wiki/Q557891","display_name":"Motion estimation","level":2,"score":0.43692374},{"id":"https://openalex.org/C2777708103","wikidata":"https://www.wikidata.org/wiki/Q852589","display_name":"Motion blur","level":3,"score":0.42802304},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.31456336},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.10599008},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18113937","pdf_url":"https://www.mdpi.com/1424-8220/18/11/3937/pdf?version=1542190977","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_indexed_in_scopus":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},{"is_oa":false,"landing_page_url":"https://doaj.org/article/92ec1c993f9a4675a76c29c10fd5d476","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":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://europepmc.org/articles/pmc6263798","pdf_url":"https://europepmc.org/articles/pmc6263798?pdf=render","source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":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":["European Bioinformatics Institute"],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6263798","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":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":["National Institutes of Health"],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30441834","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_indexed_in_scopus":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":["National Institutes of Health"],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18113937","pdf_url":"https://www.mdpi.com/1424-8220/18/11/3937/pdf?version=1542190977","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_indexed_in_scopus":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},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.75}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":52,"referenced_works":["https://openalex.org/W1857884451","https://openalex.org/W1892578678","https://openalex.org/W1904671147","https://openalex.org/W1937954682","https://openalex.org/W1955514522","https://openalex.org/W1955741794","https://openalex.org/W1964846093","https://openalex.org/W1997121481","https://openalex.org/W2001785244","https://openalex.org/W2027021064","https://openalex.org/W2027714080","https://openalex.org/W2044986361","https://openalex.org/W2046568257","https://openalex.org/W2089961441","https://openalex.org/W2107307590","https://openalex.org/W2108215708","https://openalex.org/W2113325920","https://openalex.org/W2124211486","https://openalex.org/W2127568913","https://openalex.org/W2141987910","https://openalex.org/W2154429285","https://openalex.org/W2154889144","https://openalex.org/W2158592639","https://openalex.org/W2165037244","https://openalex.org/W2343187456","https://openalex.org/W2469413584","https://openalex.org/W2470394683","https://openalex.org/W2504967114","https://openalex.org/W2515425367","https://openalex.org/W2518013266","https://openalex.org/W2520477759","https://openalex.org/W2556108308","https://openalex.org/W2557641257","https://openalex.org/W2576085163","https://openalex.org/W2589848582","https://openalex.org/W2599547527","https://openalex.org/W2603203130","https://openalex.org/W2742165450","https://openalex.org/W2769566407","https://openalex.org/W2772512188","https://openalex.org/W2790813499","https://openalex.org/W2791798289","https://openalex.org/W2793890987","https://openalex.org/W2962864296","https://openalex.org/W2963571423","https://openalex.org/W2964099559","https://openalex.org/W2964111344","https://openalex.org/W3104218139","https://openalex.org/W3114509758","https://openalex.org/W3123635396","https://openalex.org/W3201641145","https://openalex.org/W4236958929"],"related_works":["https://openalex.org/W4384788979","https://openalex.org/W3104472694","https://openalex.org/W2954509079","https://openalex.org/W2909390414","https://openalex.org/W2753886513","https://openalex.org/W2511178891","https://openalex.org/W2141888607","https://openalex.org/W2126676984","https://openalex.org/W178060743","https://openalex.org/W1765993298"],"abstract_inverted_index":{"The":[0,67,165],"discriminative":[1],"correlation":[2],"filters-based":[3],"methods":[4],"struggle":[5],"deal":[6],"with":[7],"the":[8,16,21,62,75,81,84,89,107,110,115,118,123,127,131,144,153,159,162,184,193,204],"problem":[9,17,145],"of":[10,23,80,109,122,146,161,192],"fast":[11,104],"motion":[12,55,93],"and":[13,78,113,120,175,196,211],"heavy":[14],"occlusion,":[15],"can":[18,98,207],"severely":[19],"degrade":[20],"performance":[22],"trackers,":[24],"ultimately":[25],"leading":[26],"to":[27,73,142],"tracking":[28,216],"failures.":[29],"In":[30,202],"this":[31,96],"paper,":[32],"a":[33,48,198],"novel":[34],"Motion-Aware":[35],"Correlation":[36,64],"Filters":[37,65],"(MACF)":[38],"framework":[39],"is":[40,59,71,140,156],"proposed":[41,68,141,185,205],"for":[42],"online":[43],"visual":[44,215],"object":[45],"tracking,":[46],"where":[47,152],"motion-aware":[49,69],"strategy":[50,70,97,139],"based":[51],"on":[52,168],"joint":[53],"instantaneous":[54],"estimation":[56],"Kalman":[57],"filters":[58],"integrated":[60,209],"into":[61,213],"Discriminative":[63],"(DCFs).":[66],"used":[72],"predict":[74],"possible":[76],"region":[77,112],"scale":[79,121],"target":[82,124],"in":[83,130],"current":[85,132],"frame":[86],"by":[87,103,125,150,158],"utilizing":[88],"previous":[90],"estimated":[91],"3D":[92],"information.":[94],"Obviously,":[95],"prevent":[99],"model":[100,137],"drift":[101],"caused":[102,149],"motion.":[105],"On":[106],"base":[108],"predicted":[111],"scale,":[114],"MACF":[116,186],"detects":[117],"position":[119],"using":[126],"DCFs-based":[128],"method":[129],"frame.":[133],"Furthermore,":[134],"an":[135],"adaptive":[136],"updating":[138],"address":[143],"corrupted":[147],"models":[148],"occlusions,":[151],"learning":[154],"rate":[155],"determined":[157],"confidence":[160],"response":[163],"map.":[164],"extensive":[166],"experiments":[167],"popular":[169],"Object":[170],"Tracking":[171],"Benchmark":[172],"OTB-100,":[173],"OTB-50":[174],"unmanned":[176],"aerial":[177],"vehicles":[178],"(UAV)":[179],"video":[180],"have":[181],"demonstrated":[182],"that":[183],"tracker":[187],"performs":[188],"better":[189],"than":[190],"most":[191],"state-of-the-art":[194],"trackers":[195],"achieves":[197],"high":[199],"real-time":[200],"performance.":[201],"addition,":[203],"approach":[206],"be":[208],"easily":[210],"flexibly":[212],"other":[214],"algorithms.":[217]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2901434625","counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3}],"updated_date":"2025-03-17T04:34:16.801011","created_date":"2018-11-29"}