{"id":"https://openalex.org/W2016309246","doi":"https://doi.org/10.1109/cvpr.2010.5540145","title":"PROST: Parallel robust online simple tracking","display_name":"PROST: Parallel robust online simple tracking","publication_year":2010,"publication_date":"2010-06-01","ids":{"openalex":"https://openalex.org/W2016309246","doi":"https://doi.org/10.1109/cvpr.2010.5540145","mag":"2016309246"},"language":"en","primary_location":{"id":"doi:10.1109/cvpr.2010.5540145","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2010.5540145","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition","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/A5033000617","display_name":"Jakob Santner","orcid":null},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Jakob Santner","raw_affiliation_strings":["Institute for Computer Graphics and Vision, Graz University of Technology, Austria","Institute for Computer Graphics and Vision Graz University of Technology"],"affiliations":[{"raw_affiliation_string":"Institute for Computer Graphics and Vision, Graz University of Technology, Austria","institution_ids":["https://openalex.org/I4092182"]},{"raw_affiliation_string":"Institute for Computer Graphics and Vision Graz University of Technology","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088003216","display_name":"Christian Leistner","orcid":null},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Christian Leistner","raw_affiliation_strings":["Institute for Computer Graphics and Vision, Graz University of Technology, Austria","Institute for Computer Graphics and Vision Graz University of Technology"],"affiliations":[{"raw_affiliation_string":"Institute for Computer Graphics and Vision, Graz University of Technology, Austria","institution_ids":["https://openalex.org/I4092182"]},{"raw_affiliation_string":"Institute for Computer Graphics and Vision Graz University of Technology","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079840947","display_name":"Amir Saffari","orcid":"https://orcid.org/0000-0002-2785-2401"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Amir Saffari","raw_affiliation_strings":["Institute for Computer Graphics and Vision, Graz University of Technology, Austria","Institute for Computer Graphics and Vision Graz University of Technology"],"affiliations":[{"raw_affiliation_string":"Institute for Computer Graphics and Vision, Graz University of Technology, Austria","institution_ids":["https://openalex.org/I4092182"]},{"raw_affiliation_string":"Institute for Computer Graphics and Vision Graz University of Technology","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032205387","display_name":"Thomas Pock","orcid":"https://orcid.org/0000-0001-6120-1058"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Thomas Pock","raw_affiliation_strings":["Institute for Computer Graphics and Vision, Graz University of Technology, Austria","Institute for Computer Graphics and Vision Graz University of Technology"],"affiliations":[{"raw_affiliation_string":"Institute for Computer Graphics and Vision, Graz University of Technology, Austria","institution_ids":["https://openalex.org/I4092182"]},{"raw_affiliation_string":"Institute for Computer Graphics and Vision Graz University of Technology","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011359067","display_name":"Horst Bischof","orcid":"https://orcid.org/0000-0002-9096-6671"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Horst Bischof","raw_affiliation_strings":["Institute for Computer Graphics and Vision, Graz University of Technology, Austria","Institute for Computer Graphics and Vision Graz University of Technology"],"affiliations":[{"raw_affiliation_string":"Institute for Computer Graphics and Vision, Graz University of Technology, Austria","institution_ids":["https://openalex.org/I4092182"]},{"raw_affiliation_string":"Institute for Computer Graphics and Vision Graz University of Technology","institution_ids":["https://openalex.org/I4092182"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5033000617"],"corresponding_institution_ids":["https://openalex.org/I4092182"],"apc_list":null,"apc_paid":null,"fwci":37.823,"has_fulltext":false,"cited_by_count":383,"citation_normalized_percentile":{"value":0.99871137,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"723","last_page":"730"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998999834060669,"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":0.9998999834060669,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9947999715805054,"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":0.9907000064849854,"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/bittorrent-tracker","display_name":"BitTorrent tracker","score":0.8293616771697998},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8092916011810303},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6304974555969238},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.6183754205703735},{"id":"https://openalex.org/keywords/cascade","display_name":"Cascade","score":0.4952773153781891},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.4753427505493164},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.4474305808544159},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.43752893805503845},{"id":"https://openalex.org/keywords/optical-flow","display_name":"Optical flow","score":0.436654657125473},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.4310288727283478},{"id":"https://openalex.org/keywords/line","display_name":"Line (geometry)","score":0.42972779273986816},{"id":"https://openalex.org/keywords/tracking-system","display_name":"Tracking system","score":0.41663044691085815},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37576016783714294},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.21737617254257202},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.08776253461837769}],"concepts":[{"id":"https://openalex.org/C57501372","wikidata":"https://www.wikidata.org/wiki/Q2021268","display_name":"BitTorrent tracker","level":3,"score":0.8293616771697998},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8092916011810303},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6304974555969238},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.6183754205703735},{"id":"https://openalex.org/C34146451","wikidata":"https://www.wikidata.org/wiki/Q5048094","display_name":"Cascade","level":2,"score":0.4952773153781891},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.4753427505493164},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.4474305808544159},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.43752893805503845},{"id":"https://openalex.org/C155542232","wikidata":"https://www.wikidata.org/wiki/Q736111","display_name":"Optical flow","level":3,"score":0.436654657125473},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.4310288727283478},{"id":"https://openalex.org/C198352243","wikidata":"https://www.wikidata.org/wiki/Q37105","display_name":"Line (geometry)","level":2,"score":0.42972779273986816},{"id":"https://openalex.org/C154586513","wikidata":"https://www.wikidata.org/wiki/Q4420972","display_name":"Tracking system","level":3,"score":0.41663044691085815},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37576016783714294},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.21737617254257202},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.08776253461837769},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cvpr.2010.5540145","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2010.5540145","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.175.5413","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.175.5413","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ymer.org/papers/files/2010-PROST.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.205.6160","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.205.6160","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://gpu4vision.icg.tugraz.at/papers/2010/santner_cvpr2010.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1578285471","https://openalex.org/W1578985305","https://openalex.org/W1807914171","https://openalex.org/W1968784568","https://openalex.org/W1997409415","https://openalex.org/W2000326692","https://openalex.org/W2031489346","https://openalex.org/W2034869517","https://openalex.org/W2060451775","https://openalex.org/W2101886560","https://openalex.org/W2121193292","https://openalex.org/W2130103520","https://openalex.org/W2139047213","https://openalex.org/W2146820038","https://openalex.org/W2147253850","https://openalex.org/W2159110831","https://openalex.org/W2159128898","https://openalex.org/W2162152641","https://openalex.org/W2166010828","https://openalex.org/W2167089254","https://openalex.org/W2167865917","https://openalex.org/W2168300411","https://openalex.org/W2168682262","https://openalex.org/W2171218400","https://openalex.org/W2293873019","https://openalex.org/W2751023760","https://openalex.org/W2911964244","https://openalex.org/W4231340930","https://openalex.org/W4299511277","https://openalex.org/W6638399501","https://openalex.org/W6679388247","https://openalex.org/W6682814707","https://openalex.org/W6684274140","https://openalex.org/W6685324724"],"related_works":["https://openalex.org/W346723641","https://openalex.org/W3084370450","https://openalex.org/W2534746541","https://openalex.org/W2008499636","https://openalex.org/W3036550512","https://openalex.org/W2592297120","https://openalex.org/W2718007713","https://openalex.org/W2972240897","https://openalex.org/W2141196294","https://openalex.org/W2249608226"],"abstract_inverted_index":{"Tracking-by-detection":[0],"is":[1],"increasingly":[2],"popular":[3],"in":[4,102,133],"order":[5],"to":[6,32,59],"tackle":[7],"the":[8,17,123],"visual":[9],"tracking":[10,55,131],"problem.":[11],"Existing":[12],"adaptive":[13,85,94],"methods":[14,132],"suffer":[15],"from":[16],"drifting":[18],"problem,":[19],"since":[20],"they":[21],"rely":[22],"on":[23,110,136],"self-updates":[24],"of":[25,106,125],"an":[26,49,88],"on-line":[27,50,89],"learning":[28,51],"method.":[29],"In":[30,63],"contrast":[31],"previous":[33],"work":[34],"that":[35,47],"tackled":[36],"this":[37],"problem":[38],"by":[39],"employing":[40],"semi-supervised":[41],"or":[42,112],"multiple-instance":[43],"learning,":[44],"we":[45,65],"show":[46,122],"augmenting":[48],"method":[52],"with":[53],"complementary":[54],"approaches":[56],"can":[57],"lead":[58],"more":[60],"stable":[61,76],"results.":[62],"particular,":[64],"use":[66],"a":[67,72,78,103],"simple":[68],"template":[69],"model":[70],"as":[71,83,92],"non-adaptive":[73],"and":[74,87],"thus":[75],"component,":[77],"novel":[79],"optical-flow-based":[80],"mean-shift":[81],"tracker":[82],"highly":[84],"element":[86],"random":[90],"forest":[91],"moderately":[93],"appearance-based":[95],"learner.":[96],"We":[97,121],"combine":[98],"these":[99],"three":[100],"trackers":[101],"cascade.":[104],"All":[105],"our":[107,126],"components":[108],"run":[109],"GPUs":[111],"similar":[113],"multi-core":[114],"systems,":[115],"which":[116],"allows":[117],"for":[118],"real-time":[119],"performance.":[120],"superiority":[124],"system":[127],"over":[128],"current":[129],"state-of-the-art":[130],"several":[134],"experiments":[135],"publicly":[137],"available":[138],"data.":[139]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":28},{"year":2017,"cited_by_count":33},{"year":2016,"cited_by_count":43},{"year":2015,"cited_by_count":60},{"year":2014,"cited_by_count":68},{"year":2013,"cited_by_count":55},{"year":2012,"cited_by_count":39}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
