{"id":"https://openalex.org/W2402045998","doi":"https://doi.org/10.5220/0005309805670574","title":"MAPTrack - A Probabilistic Real Time Tracking Framework by Integrating Motion, Appearance and Position Models","display_name":"MAPTrack - A Probabilistic Real Time Tracking Framework by Integrating Motion, Appearance and Position Models","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2402045998","doi":"https://doi.org/10.5220/0005309805670574","mag":"2402045998"},"language":"en","primary_location":{"id":"doi:10.5220/0005309805670574","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005309805670574","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th International Conference on Computer Vision Theory and Applications","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0005309805670574","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102782582","display_name":"Saikat Basu","orcid":"https://orcid.org/0000-0001-6590-3938"},"institutions":[{"id":"https://openalex.org/I121820613","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57","country_code":"US","type":"education","lineage":["https://openalex.org/I121820613"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Saikat Basu","raw_affiliation_strings":["Louisiana State University, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Louisiana State University, United States","institution_ids":["https://openalex.org/I121820613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000103239","display_name":"Manohar Karki","orcid":"https://orcid.org/0000-0002-0353-9728"},"institutions":[{"id":"https://openalex.org/I121820613","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57","country_code":"US","type":"education","lineage":["https://openalex.org/I121820613"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Manohar Karki","raw_affiliation_strings":["Louisiana State University, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Louisiana State University, United States","institution_ids":["https://openalex.org/I121820613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039458495","display_name":"Malcolm Stagg","orcid":null},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Malcolm Stagg","raw_affiliation_strings":["Microsoft Corporation, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Corporation, United States","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022141765","display_name":"Robert DiBiano","orcid":null},"institutions":[{"id":"https://openalex.org/I121820613","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57","country_code":"US","type":"education","lineage":["https://openalex.org/I121820613"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert DiBiano","raw_affiliation_strings":["Louisiana State University, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Louisiana State University, United States","institution_ids":["https://openalex.org/I121820613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007681565","display_name":"Sangram Ganguly","orcid":"https://orcid.org/0000-0002-5916-1410"},"institutions":[{"id":"https://openalex.org/I1280536761","display_name":"Ames Research Center","ror":"https://ror.org/02acart68","country_code":"US","type":"facility","lineage":["https://openalex.org/I1280536761","https://openalex.org/I4210124779"]},{"id":"https://openalex.org/I4210109616","display_name":"Bay Area Environmental Research Institute","ror":"https://ror.org/024tt5x58","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210109616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sangram Ganguly","raw_affiliation_strings":["Bay Area Environmental Research Institute/NASA Ames Research Center, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bay Area Environmental Research Institute/NASA Ames Research Center, United States","institution_ids":["https://openalex.org/I1280536761","https://openalex.org/I4210109616"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101963514","display_name":"Supratik Mukhopadhyay","orcid":"https://orcid.org/0000-0003-0839-1133"},"institutions":[{"id":"https://openalex.org/I121820613","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57","country_code":"US","type":"education","lineage":["https://openalex.org/I121820613"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Supratik Mukhopadhyay","raw_affiliation_strings":["Louisiana State University, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Louisiana State University, United States","institution_ids":["https://openalex.org/I121820613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2703,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.63073836,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"567","last_page":"574"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9991999864578247,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9991000294685364,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.833173930644989},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.8302319049835205},{"id":"https://openalex.org/keywords/background-subtraction","display_name":"Background subtraction","score":0.7399749755859375},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7388527393341064},{"id":"https://openalex.org/keywords/optical-flow","display_name":"Optical flow","score":0.6723873615264893},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5598801970481873},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.5575298070907593},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5444841980934143},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.5384281873703003},{"id":"https://openalex.org/keywords/motion-estimation","display_name":"Motion estimation","score":0.46264326572418213},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.4442169964313507},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.41025134921073914},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.3851653039455414},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.26213622093200684},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.23861724138259888},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2290160059928894}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.833173930644989},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.8302319049835205},{"id":"https://openalex.org/C32653426","wikidata":"https://www.wikidata.org/wiki/Q3813641","display_name":"Background subtraction","level":3,"score":0.7399749755859375},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7388527393341064},{"id":"https://openalex.org/C155542232","wikidata":"https://www.wikidata.org/wiki/Q736111","display_name":"Optical flow","level":3,"score":0.6723873615264893},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5598801970481873},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.5575298070907593},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5444841980934143},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.5384281873703003},{"id":"https://openalex.org/C10161872","wikidata":"https://www.wikidata.org/wiki/Q557891","display_name":"Motion estimation","level":2,"score":0.46264326572418213},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.4442169964313507},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.41025134921073914},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.3851653039455414},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.26213622093200684},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.23861724138259888},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2290160059928894},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","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/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0005309805670574","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005309805670574","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th International Conference on Computer Vision Theory and Applications","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.lsu.edu:enviro_sciences_pubs-1420","is_oa":false,"landing_page_url":"https://repository.lsu.edu/enviro_sciences_pubs/421","pdf_url":null,"source":{"id":"https://openalex.org/S4210169993","display_name":"Civil War Book Review","issn_l":"1528-6592","issn":["1528-6592"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310315936","host_organization_name":"Louisiana State University","host_organization_lineage":["https://openalex.org/P4310315936"],"host_organization_lineage_names":["Louisiana State University"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Publications","raw_type":"text"}],"best_oa_location":{"id":"doi:10.5220/0005309805670574","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005309805670574","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th International Conference on Computer Vision Theory and Applications","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W73855828","https://openalex.org/W1573546770","https://openalex.org/W2096590953","https://openalex.org/W2103876808","https://openalex.org/W2118741216","https://openalex.org/W2118877769","https://openalex.org/W2128903859","https://openalex.org/W2136606146","https://openalex.org/W2138302688","https://openalex.org/W2145657519","https://openalex.org/W2147533695","https://openalex.org/W2164598857","https://openalex.org/W2167089254","https://openalex.org/W2167149169","https://openalex.org/W2406331804"],"related_works":["https://openalex.org/W2188430267","https://openalex.org/W2610698896","https://openalex.org/W2369265144","https://openalex.org/W1979041948","https://openalex.org/W2030154815","https://openalex.org/W2615278000","https://openalex.org/W2051121715","https://openalex.org/W2971088694","https://openalex.org/W2360075875","https://openalex.org/W2018476639"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"present":[4],"MAPTrack":[5],"-":[6],"a":[7,13,18,58,78,132],"robust":[8,89],"tracking":[9,86,165],"framework":[10,87,141,160],"that":[11,25],"uses":[12],"probabilistic":[14],"scheme":[15],"to":[16,80,90,126,147],"combine":[17],"motion":[19,36],"model":[20],"of":[21,26,32,37,51,65,83,110,139,158],"an":[22,30,98],"object":[23,39,54,68,99],"with":[24,142],"its":[27,33],"appearance":[28,50],"and":[29,61,102,175,180],"estimation":[31],"position.":[34],"The":[35],"the":[38,43,49,52,62,66,70,81,140,159,171,181],"is":[40,55,74,88,124],"modelled":[41],"using":[42,57],"Gaussian":[44,79],"Mixture":[45],"Background":[46],"Subtraction":[47],"algorithm,":[48],"tracked":[53,67],"enumerated":[56],"color":[59],"histogram":[60],"projected":[63],"location":[64],"in":[69,93,170],"image":[71],"space/frame":[72],"sequence":[73],"computed":[75],"by":[76],"applying":[77],"Region":[82],"Interest.":[84],"Our":[85],"abrupt":[91],"changes":[92],"lighting":[94],"conditions,":[95],"can":[96,103],"follow":[97],"through":[100],"occlusions,":[101],"simultaneously":[104],"track":[105,148],"multiple":[106],"moving":[107],"foreground":[108],"objects":[109],"different":[111],"types":[112],"(e.g.,":[113],"vehicles,":[114],"human,":[115],"etc.)":[116],"even":[117],"when":[118],"they":[119],"are":[120],"closely":[121],"spaced.":[122],"It":[123],"able":[125],"start":[127],"tracks":[128],"automatically":[129],"based":[130],"on":[131,167],"spatio-temporal":[133],"filtering":[134],"algorithm.":[135],"A":[136,155],"\"dynamic\"":[137],"integration":[138],"optical":[143],"flow":[144],"allows":[145],"us":[146],"videos":[149,169],"resulting":[150],"from":[151],"significant":[152],"camera":[153],"motion.":[154],"C++":[156],"implementation":[157],"has":[161],"outperformed":[162],"existing":[163],"visual":[164],"algorithms":[166],"most":[168],"Video":[172],"Image":[173],"Retrieval":[174],"Analysis":[176],"Tool":[177],"(VIRAT),":[178],"TUD,":[179],"Tracking-Learning-Detection":[182],"(TLD)":[183],"datasets.":[184]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
