{"id":"https://openalex.org/W4286306213","doi":"https://doi.org/10.23919/ascc56756.2022.9828069","title":"A Background-Aware Tracker with Multi-Features Correlation Filters","display_name":"A Background-Aware Tracker with Multi-Features Correlation Filters","publication_year":2022,"publication_date":"2022-05-04","ids":{"openalex":"https://openalex.org/W4286306213","doi":"https://doi.org/10.23919/ascc56756.2022.9828069"},"language":"en","primary_location":{"id":"doi:10.23919/ascc56756.2022.9828069","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ascc56756.2022.9828069","pdf_url":null,"source":{"id":"https://openalex.org/S4363607827","display_name":"2022 13th Asian Control Conference (ASCC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 13th Asian Control Conference (ASCC)","raw_type":"proceedings-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/A5017213372","display_name":"Sixian Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Sixian Zhang","raw_affiliation_strings":["Xi&#x2019;an Jiaotong University,SKLSVMS, School of Aerospace,Xi&#x2019;an,China"],"affiliations":[{"raw_affiliation_string":"Xi&#x2019;an Jiaotong University,SKLSVMS, School of Aerospace,Xi&#x2019;an,China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010570582","display_name":"Yang Yi","orcid":"https://orcid.org/0000-0002-9989-6657"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Yang","raw_affiliation_strings":["Xi&#x2019;an Jiaotong University,SKLSVMS, School of Aerospace,Xi&#x2019;an,China"],"affiliations":[{"raw_affiliation_string":"Xi&#x2019;an Jiaotong University,SKLSVMS, School of Aerospace,Xi&#x2019;an,China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100437775","display_name":"Meng Zhang","orcid":"https://orcid.org/0000-0002-8744-2922"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Zhang","raw_affiliation_strings":["Xi&#x2019;an Jiaotong University,SKLSVMS, School of Aerospace,Xi&#x2019;an,China"],"affiliations":[{"raw_affiliation_string":"Xi&#x2019;an Jiaotong University,SKLSVMS, School of Aerospace,Xi&#x2019;an,China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012466382","display_name":"Pengbo Mi","orcid":"https://orcid.org/0000-0002-7737-070X"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengbo Mi","raw_affiliation_strings":["Xi&#x2019;an Jiaotong University,SKLSVMS, School of Aerospace,Xi&#x2019;an,China"],"affiliations":[{"raw_affiliation_string":"Xi&#x2019;an Jiaotong University,SKLSVMS, School of Aerospace,Xi&#x2019;an,China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100391787","display_name":"Wei Wang","orcid":"https://orcid.org/0000-0001-8927-614X"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Wang","raw_affiliation_strings":["Xi&#x2019;an Jiaotong University,SKLSVMS, School of Aerospace,Xi&#x2019;an,China"],"affiliations":[{"raw_affiliation_string":"Xi&#x2019;an Jiaotong University,SKLSVMS, School of Aerospace,Xi&#x2019;an,China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5017213372"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05340083,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1451","last_page":"1456"},"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/T14257","display_name":"Advanced Measurement and Detection Methods","score":0.9591000080108643,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T12597","display_name":"Fire Detection and Safety Systems","score":0.9549000263214111,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7806224822998047},{"id":"https://openalex.org/keywords/bittorrent-tracker","display_name":"BitTorrent tracker","score":0.7621399164199829},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7006230354309082},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6647214293479919},{"id":"https://openalex.org/keywords/clutter","display_name":"Clutter","score":0.657227635383606},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.6371026635169983},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.6291531324386597},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.6126742959022522},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.5200381278991699},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5173099040985107},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4513118863105774},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.44165584444999695},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1938115358352661},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.08984217047691345}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7806224822998047},{"id":"https://openalex.org/C57501372","wikidata":"https://www.wikidata.org/wiki/Q2021268","display_name":"BitTorrent tracker","level":3,"score":0.7621399164199829},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7006230354309082},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6647214293479919},{"id":"https://openalex.org/C132094186","wikidata":"https://www.wikidata.org/wiki/Q641585","display_name":"Clutter","level":3,"score":0.657227635383606},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6371026635169983},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.6291531324386597},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.6126742959022522},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.5200381278991699},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5173099040985107},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4513118863105774},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.44165584444999695},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1938115358352661},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.08984217047691345},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"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/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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/ascc56756.2022.9828069","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ascc56756.2022.9828069","pdf_url":null,"source":{"id":"https://openalex.org/S4363607827","display_name":"2022 13th Asian Control Conference (ASCC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 13th Asian Control Conference (ASCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7799999713897705,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W161114242","https://openalex.org/W1892578678","https://openalex.org/W1955741794","https://openalex.org/W1964846093","https://openalex.org/W2044986361","https://openalex.org/W2154889144","https://openalex.org/W2158592639","https://openalex.org/W2161969291","https://openalex.org/W2520477759","https://openalex.org/W2557641257","https://openalex.org/W2599547527","https://openalex.org/W2962864296","https://openalex.org/W2964111344"],"related_works":["https://openalex.org/W2803618243","https://openalex.org/W256589335","https://openalex.org/W3020706491","https://openalex.org/W2012200063","https://openalex.org/W4385454113","https://openalex.org/W2804764393","https://openalex.org/W4386114301","https://openalex.org/W4386158955","https://openalex.org/W4384788979","https://openalex.org/W2511178891"],"abstract_inverted_index":{"Discriminative":[0],"Correlation":[1],"Filter":[2],"(DCF)":[3],"based":[4,85],"trackers":[5],"have":[6],"shown":[7],"great":[8],"potential":[9],"in":[10,64,159],"visual":[11],"tracking":[12,44,48,133,145,165],"because":[13],"of":[14,32,124,147],"their":[15],"excellent":[16],"accuracy":[17],"and":[18,28,42,162],"high":[19],"speed.":[20],"However,":[21],"traditional":[22],"DCF":[23],"framework":[24],"applies":[25],"cyclic":[26],"samples":[27,98],"ignores":[29],"the":[30,58,115,136,144,153],"importance":[31],"background":[33,52,97],"samples,":[34],"which":[35],"can":[36,156],"lead":[37],"to":[38,69,92,99,130],"serious":[39,106],"boundary":[40,107],"effect":[41],"unsatisfactory":[43],"results":[45,63],"against":[46],"complex":[47],"challenges":[49],"such":[50,71],"as":[51],"clutter,":[53],"deformation,":[54],"occlusion,":[55],"etc.":[56],"Besides,":[57],"blind":[59],"update":[60],"strategy":[61],"sometimes":[62],"model":[65],"drift.":[66],"In":[67],"order":[68],"handle":[70],"challenges,":[72],"a":[73,122],"background-aware":[74],"tracker":[75,155],"constructed":[76],"via":[77],"multiple":[78],"features":[79],"is":[80,90,118],"proposed.":[81],"The":[82],"correlation":[83,116,128,138],"filter":[84,117,129],"on":[86,110],"color":[87],"histogram":[88],"feature":[89],"designed":[91],"be":[93],"trained":[94],"with":[95,121],"abundant":[96],"improve":[100],"target":[101],"appearance":[102],"precision":[103],"while":[104],"reducing":[105],"effect.":[108],"Based":[109],"an":[111],"odd":[112],"merge":[113],"function,":[114],"also":[119],"combined":[120],"Histogram":[123],"Oriented":[125],"Gradient":[126],"(HOG)":[127],"get":[131],"precise":[132],"results.":[134],"Finally,":[135],"two":[137],"filters":[139],"are":[140],"updated":[141],"adaptively":[142],"by":[143],"result":[146],"each":[148],"frame.":[149],"Experiments":[150],"show":[151],"that":[152],"proposed":[154],"act":[157],"~50FPS":[158],"OTB2015":[160],"benchmark":[161],"achieves":[163],"good":[164],"accuracy.":[166]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
