{"id":"https://openalex.org/W4285104207","doi":"https://doi.org/10.1145/3532213.3532305","title":"Aggregating Correlation Filter with Multiple Kernels Learning for Robust Visual Object Tracking","display_name":"Aggregating Correlation Filter with Multiple Kernels Learning for Robust Visual Object Tracking","publication_year":2022,"publication_date":"2022-03-18","ids":{"openalex":"https://openalex.org/W4285104207","doi":"https://doi.org/10.1145/3532213.3532305"},"language":"en","primary_location":{"id":"doi:10.1145/3532213.3532305","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3532213.3532305","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Computing and Artificial Intelligence","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/A5041838620","display_name":"Yanxia Wei","orcid":"https://orcid.org/0000-0001-9245-2722"},"institutions":[{"id":"https://openalex.org/I196934937","display_name":"Liaocheng University","ror":"https://ror.org/03yh0n709","country_code":"CN","type":"education","lineage":["https://openalex.org/I196934937"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanxia Wei","raw_affiliation_strings":["School of Mechanical and Automotive Engineering, Liaocheng University, China and Key Laboratory of System Control and Information Processing, Ministry of Education, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Automotive Engineering, Liaocheng University, China and Key Laboratory of System Control and Information Processing, Ministry of Education, China","institution_ids":["https://openalex.org/I196934937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067794303","display_name":"Hairong Xiao","orcid":null},"institutions":[{"id":"https://openalex.org/I196934937","display_name":"Liaocheng University","ror":"https://ror.org/03yh0n709","country_code":"CN","type":"education","lineage":["https://openalex.org/I196934937"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hairong Xiao","raw_affiliation_strings":["Liaocheng University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Liaocheng University, China","institution_ids":["https://openalex.org/I196934937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081479484","display_name":"Deying Feng","orcid":"https://orcid.org/0000-0002-4838-0650"},"institutions":[{"id":"https://openalex.org/I196934937","display_name":"Liaocheng University","ror":"https://ror.org/03yh0n709","country_code":"CN","type":"education","lineage":["https://openalex.org/I196934937"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Deying Feng","raw_affiliation_strings":["School of Mechanical and Automotive Engineering, Liaocheng University, China and Key Laboratory of System Control and Information Processing, Ministry of Education, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Automotive Engineering, Liaocheng University, China and Key Laboratory of System Control and Information Processing, Ministry of Education, China","institution_ids":["https://openalex.org/I196934937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112325073","display_name":"Jian Mu","orcid":null},"institutions":[{"id":"https://openalex.org/I196934937","display_name":"Liaocheng University","ror":"https://ror.org/03yh0n709","country_code":"CN","type":"education","lineage":["https://openalex.org/I196934937"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Mu","raw_affiliation_strings":["School of Mechanical and Automotive Engineering, Liaocheng University, China and Key Laboratory of System Control and Information Processing, Ministry of Education, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Automotive Engineering, Liaocheng University, China and Key Laboratory of System Control and Information Processing, Ministry of Education, China","institution_ids":["https://openalex.org/I196934937"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100404947","display_name":"Jie Yang","orcid":"https://orcid.org/0000-0003-4801-7162"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Yang","raw_affiliation_strings":["Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University, China and Key Laboratory of System Control and Information Processing, Ministry of Education, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University, China and Key Laboratory of System Control and Information Processing, Ministry of Education, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05701059,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"603","last_page":"609"},"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":0.9822999835014343,"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.9787999987602234,"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":0.7684699296951294},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7433352470397949},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7336142063140869},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6585022211074829},{"id":"https://openalex.org/keywords/bittorrent-tracker","display_name":"BitTorrent tracker","score":0.6255766153335571},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.618242621421814},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.571806788444519},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5338111519813538},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.48503535985946655},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4619043469429016},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21095579862594604},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.1981143057346344}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7684699296951294},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7433352470397949},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7336142063140869},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6585022211074829},{"id":"https://openalex.org/C57501372","wikidata":"https://www.wikidata.org/wiki/Q2021268","display_name":"BitTorrent tracker","level":3,"score":0.6255766153335571},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.618242621421814},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.571806788444519},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5338111519813538},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.48503535985946655},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4619043469429016},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21095579862594604},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.1981143057346344},{"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},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3532213.3532305","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3532213.3532305","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Computing and Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4303489750","display_name":null,"funder_award_id":"No. 61603171","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4440802588","display_name":null,"funder_award_id":"No. ZR2021MF091","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W161114242","https://openalex.org/W1510906150","https://openalex.org/W1915785815","https://openalex.org/W1964846093","https://openalex.org/W1984302413","https://openalex.org/W2044986361","https://openalex.org/W2089961441","https://openalex.org/W2100551504","https://openalex.org/W2109743529","https://openalex.org/W2154889144","https://openalex.org/W2158592639","https://openalex.org/W2214352687","https://openalex.org/W2520477759","https://openalex.org/W2604987967","https://openalex.org/W2910193973","https://openalex.org/W2913367694","https://openalex.org/W2964111344","https://openalex.org/W4234552385","https://openalex.org/W4301409532"],"related_works":["https://openalex.org/W2803618243","https://openalex.org/W256589335","https://openalex.org/W3020706491","https://openalex.org/W4385454113","https://openalex.org/W2804764393","https://openalex.org/W4386114301","https://openalex.org/W4386158955","https://openalex.org/W4384788979","https://openalex.org/W2511178891","https://openalex.org/W2012200063"],"abstract_inverted_index":{"Recently,":[0],"Discriminative":[1],"Correlation":[2],"Filter":[3],"based":[4,89,162],"trackers":[5,207],"have":[6],"increasingly":[7],"become":[8],"popular":[9],"in":[10,25,71,183],"the":[11,31,44,48,54,57,62,91,128,134,139,144,148,164,170,180,184],"domain":[12],"of":[13,27,34,66,73,99,131,173],"visual":[14],"object":[15,146],"tracking,":[16],"which":[17],"is":[18],"benefited":[19],"by":[20],"their":[21],"effective":[22],"and":[23,69,115,177],"robustness":[24],"terms":[26],"tracking":[28,87,107,151],"performance.":[29],"However,":[30],"significant":[32],"variations":[33],"target":[35,132,145,181],"appearance,":[36],"such":[37],"as":[38],"Occlusion":[39],"or":[40],"Deformation,":[41],"always":[42],"suppress":[43],"performance":[45],"improvement.":[46],"Although":[47],"multi-feature":[49],"fusion":[50],"strategy":[51],"partly":[52],"alleviates":[53],"above":[55],"factors,":[56],"synthetic":[58],"scheme":[59],"also":[60,156],"ambiguates":[61],"overall":[63],"presentation":[64],"ability":[65],"multiple":[67,95],"features":[68,120,137],"results":[70,202],"degradation":[72],"discriminative":[74],"power":[75],"during":[76],"classification":[77],"filter":[78,93],"learning.":[79,97],"In":[80,153],"this":[81],"paper,":[82],"we":[83,104,155,192],"present":[84],"a":[85,106,158],"novel":[86],"framework":[88],"on":[90,163,196],"correlation":[92],"with":[94],"kernel":[96,175],"Instead":[98],"directly":[100],"integrating":[101],"different":[102],"features,":[103],"decompose":[105],"process":[108],"into":[109],"several":[110,197],"module,":[111],"including":[112],"low-dimension":[113,123],"modules":[114,124,141],"high-dimension":[116,140],"modules.":[117],"The":[118],"handcraft":[119],"extracted":[121],"from":[122,138,147],"are":[125],"robust":[126],"to":[127,167],"small":[129],"variation":[130],"while":[133],"semantic":[135],"convolutional":[136],"can":[142],"distinguish":[143],"relative":[149],"complex":[150],"environment.":[152],"addition,":[154],"design":[157],"reliability":[159],"detection":[160],"mechanism":[161],"confidence":[165],"map":[166],"accurately":[168],"measure":[169],"important":[171],"degree":[172],"each":[174],"learning":[176],"precisely":[178],"estimate":[179],"state":[182],"subsequent":[185],"frames.":[186],"For":[187],"verifying":[188],"our":[189,205],"proposed":[190,206],"tracker,":[191],"conduct":[193],"extensive":[194],"experiments":[195],"standard":[198],"sequence":[199],"benchmark.":[200],"Experiment":[201],"show":[203],"that":[204],"perform":[208],"favorably":[209],"against":[210],"other":[211],"state-of-the-art":[212],"trackers.":[213]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}