{"id":"https://openalex.org/W1499997787","doi":"https://doi.org/10.1109/ccece.2015.7129491","title":"Visual tracking based on compressive sensing and particle filter","display_name":"Visual tracking based on compressive sensing and particle filter","publication_year":2015,"publication_date":"2015-05-01","ids":{"openalex":"https://openalex.org/W1499997787","doi":"https://doi.org/10.1109/ccece.2015.7129491","mag":"1499997787"},"language":"en","primary_location":{"id":"doi:10.1109/ccece.2015.7129491","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccece.2015.7129491","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 28th Canadian Conference on Electrical and Computer Engineering (CCECE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100724377","display_name":"Wenhui Huang","orcid":"https://orcid.org/0000-0002-5435-8775"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenhui Huang","raw_affiliation_strings":["School of Control Science and Engineering, Shandong University, Jinan, Shandong, China","School of Control Science and Engineering, Shandong University, No. 17923, Jingshi Rd., Jinan, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Control Science and Engineering, Shandong University, Jinan, Shandong, China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"School of Control Science and Engineering, Shandong University, No. 17923, Jingshi Rd., Jinan, Shandong, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010340252","display_name":"Jason Gu","orcid":"https://orcid.org/0000-0002-7626-1077"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jason Gu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Dalhousie University, Halifax, Nova Scotia, Canada","Department of Electrical and Computer Engineering; Dalhousie University; Halifax Nova Scotia Canada B3J 2X4"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Dalhousie University, Halifax, Nova Scotia, Canada","institution_ids":["https://openalex.org/I129902397"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering; Dalhousie University; Halifax Nova Scotia Canada B3J 2X4","institution_ids":["https://openalex.org/I129902397"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060769407","display_name":"Xin Ma","orcid":"https://orcid.org/0000-0003-4402-1957"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Ma","raw_affiliation_strings":["School of Control Science and Engineering, Shandong University, Jinan, Shandong, China","School of Control Science and Engineering, Shandong University, No. 17923, Jingshi Rd., Jinan, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Control Science and Engineering, Shandong University, Jinan, Shandong, China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"School of Control Science and Engineering, Shandong University, No. 17923, Jingshi Rd., Jinan, Shandong, China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1435","last_page":"1440"},"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T11448","display_name":"Face recognition and analysis","score":0.9933000206947327,"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/particle-filter","display_name":"Particle filter","score":0.8163371682167053},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.735560417175293},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7353284955024719},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7189134359359741},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7179610729217529},{"id":"https://openalex.org/keywords/active-appearance-model","display_name":"Active appearance model","score":0.5649825930595398},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5031632781028748},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.47594428062438965},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.42896443605422974},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.42393958568573},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37970560789108276},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.3746923804283142},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1820841133594513}],"concepts":[{"id":"https://openalex.org/C52421305","wikidata":"https://www.wikidata.org/wiki/Q1151499","display_name":"Particle filter","level":3,"score":0.8163371682167053},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.735560417175293},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7353284955024719},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7189134359359741},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7179610729217529},{"id":"https://openalex.org/C83248878","wikidata":"https://www.wikidata.org/wiki/Q344000","display_name":"Active appearance model","level":3,"score":0.5649825930595398},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5031632781028748},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.47594428062438965},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.42896443605422974},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.42393958568573},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37970560789108276},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.3746923804283142},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1820841133594513},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccece.2015.7129491","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccece.2015.7129491","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 28th Canadian Conference on Electrical and Computer Engineering (CCECE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W116417043","https://openalex.org/W1985930485","https://openalex.org/W1995903777","https://openalex.org/W2000326692","https://openalex.org/W2002406878","https://openalex.org/W2037757210","https://openalex.org/W2089497633","https://openalex.org/W2098613108","https://openalex.org/W2098941887","https://openalex.org/W2100447306","https://openalex.org/W2109579504","https://openalex.org/W2121193292","https://openalex.org/W2129131372","https://openalex.org/W2129638195","https://openalex.org/W2131598171","https://openalex.org/W2139047213","https://openalex.org/W2150000644","https://openalex.org/W2154283526","https://openalex.org/W2160337655","https://openalex.org/W2165037244","https://openalex.org/W2333236285","https://openalex.org/W2613779721","https://openalex.org/W4244486013","https://openalex.org/W4285719527","https://openalex.org/W6602342551"],"related_works":["https://openalex.org/W2158224665","https://openalex.org/W2379589510","https://openalex.org/W2810730439","https://openalex.org/W4300044672","https://openalex.org/W1881631164","https://openalex.org/W2358292267","https://openalex.org/W2378166785","https://openalex.org/W1964277756","https://openalex.org/W2465351041","https://openalex.org/W1976264255"],"abstract_inverted_index":{"A":[0],"robust":[1],"appearance":[2,42,82],"model":[3],"is":[4,84,120],"usually":[5],"required":[6],"in":[7,23,37,75,89,150],"visual":[8],"tracking,":[9,56],"which":[10,86],"can":[11],"handle":[12],"pose":[13],"variation,":[14,16],"illumination":[15],"occlusion":[17],"and":[18,73,105,132,141],"many":[19,46,76],"other":[20],"interferences":[21],"occurring":[22],"video.":[24],"So":[25],"far,":[26],"a":[27,97,124],"number":[28],"of":[29,34,48,55,62,128,135,144],"tracking":[30,98],"algorithms":[31],"make":[32,123,133],"use":[33],"image":[35],"samples":[36],"previous":[38],"frames":[39],"to":[40,122],"update":[41,66],"models.":[43],"There":[44],"are":[45,71,110],"limitations":[47],"that":[49],"approach:":[50],"1)":[51],"At":[52],"the":[53,81,129,136,142],"beginning":[54],"there":[57],"exists":[58],"no":[59],"sufficient":[60],"amount":[61],"data":[63],"for":[64],"online":[65],"because":[67],"these":[68],"adaptive":[69],"models":[70,83],"data-dependent":[72],"2)":[74],"challenging":[77],"situations,":[78],"robustly":[79],"updating":[80],"difficult,":[85],"often":[87],"results":[88],"drift":[90],"problems.":[91],"In":[92],"this":[93],"paper,":[94],"we":[95],"proposed":[96],"algorithm":[99],"based":[100],"on":[101],"compressive":[102],"sensing":[103],"theory":[104],"particle":[106],"filter":[107,119],"framework.":[108],"Features":[109],"extracted":[111],"by":[112],"random":[113],"projection":[114],"with":[115],"data-independent":[116],"basis.":[117],"Particle":[118],"employed":[121],"more":[125],"accurate":[126],"estimation":[127],"target":[130],"location":[131],"much":[134],"updated":[137],"classifier.":[138],"The":[139],"robustness":[140],"effectiveness":[143],"our":[145],"tracker":[146],"have":[147],"been":[148],"demonstrated":[149],"several":[151],"experiments.":[152]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
