{"id":"https://openalex.org/W3028942915","doi":"https://doi.org/10.1145/3318464.3389692","title":"MIRIS: Fast Object Track Queries in Video","display_name":"MIRIS: Fast Object Track Queries in Video","publication_year":2020,"publication_date":"2020-05-29","ids":{"openalex":"https://openalex.org/W3028942915","doi":"https://doi.org/10.1145/3318464.3389692","mag":"3028942915"},"language":"en","primary_location":{"id":"doi:10.1145/3318464.3389692","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3318464.3389692","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3318464.3389692","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3318464.3389692","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060297001","display_name":"Favyen Bastani","orcid":"https://orcid.org/0000-0002-1100-4192"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Favyen Bastani","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109395825","display_name":"Songtao He","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Songtao He","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052875317","display_name":"Arjun Balasingam","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arjun Balasingam","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045564983","display_name":"Karthik Gopalakrishnan","orcid":"https://orcid.org/0000-0003-3195-7828"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Karthik Gopalakrishnan","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101669323","display_name":"Mohammad Alizadeh","orcid":"https://orcid.org/0000-0002-6650-8961"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammad Alizadeh","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113516878","display_name":"Hari Balakrishnan","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hari Balakrishnan","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039133265","display_name":"Michael Cafarella","orcid":"https://orcid.org/0000-0001-6122-0590"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Cafarella","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034086130","display_name":"Tim Kraska","orcid":"https://orcid.org/0009-0003-2414-2759"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tim Kraska","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037742794","display_name":"Samuel Madden","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sam Madden","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.2093,"has_fulltext":true,"cited_by_count":68,"citation_normalized_percentile":{"value":0.95335098,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1907","last_page":"1921"},"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9986000061035156,"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":0.9980000257492065,"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/computer-science","display_name":"Computer science","score":0.8730393648147583},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.7995022535324097},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.6304109692573547},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.6274338960647583},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.6258653998374939},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5362666845321655},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.5147833824157715},{"id":"https://openalex.org/keywords/track","display_name":"Track (disk drive)","score":0.4869786202907562},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.48470354080200195},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.475344181060791},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.4537593722343445},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3291495442390442},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.09617027640342712}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8730393648147583},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.7995022535324097},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.6304109692573547},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.6274338960647583},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.6258653998374939},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5362666845321655},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.5147833824157715},{"id":"https://openalex.org/C89992363","wikidata":"https://www.wikidata.org/wiki/Q5961558","display_name":"Track (disk drive)","level":2,"score":0.4869786202907562},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.48470354080200195},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.475344181060791},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4537593722343445},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3291495442390442},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.09617027640342712},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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":4,"locations":[{"id":"doi:10.1145/3318464.3389692","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3318464.3389692","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3318464.3389692","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace.mit.edu:1721.1/132289","is_oa":true,"landing_page_url":"https://hdl.handle.net/1721.1/132289","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Other repository","raw_type":"Article"},{"id":"pmh:oai:dspace.mit.edu:1721.1/132289.2","is_oa":true,"landing_page_url":"https://hdl.handle.net/1721.1/132289.2","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Other repository","raw_type":"Article"},{"id":"pmh:oai:dspace.mit.edu:1721.1/132289.3","is_oa":true,"landing_page_url":"https://hdl.handle.net/1721.1/132289.3","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ACM","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1145/3318464.3389692","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3318464.3389692","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3318464.3389692","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3028942915.pdf","grobid_xml":"https://content.openalex.org/works/W3028942915.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W2154889144","https://openalex.org/W2245783835","https://openalex.org/W2252355370","https://openalex.org/W2552900565","https://openalex.org/W2558899534","https://openalex.org/W2559767995","https://openalex.org/W2599765304","https://openalex.org/W2752236330","https://openalex.org/W2786278116","https://openalex.org/W2796347433","https://openalex.org/W2904372927","https://openalex.org/W2913260599","https://openalex.org/W2913841731","https://openalex.org/W2948895131","https://openalex.org/W2951309005","https://openalex.org/W2959716684","https://openalex.org/W2964113829","https://openalex.org/W3106250896"],"related_works":["https://openalex.org/W4389850132","https://openalex.org/W2965594636","https://openalex.org/W1574724839","https://openalex.org/W2810129309","https://openalex.org/W2912550626","https://openalex.org/W2377190948","https://openalex.org/W2096476311","https://openalex.org/W4361855866","https://openalex.org/W1965900363","https://openalex.org/W169721953"],"abstract_inverted_index":{"Video":[0],"databases":[1],"that":[2,18,32,47,80],"enable":[3],"queries":[4,14,92],"with":[5,41,84],"object-track":[6],"predicates":[7,57],"are":[8],"useful":[9],"in":[10,134,185],"many":[11],"applications.":[12],"Such":[13],"include":[15],"selecting":[16,39],"objects":[17,40],"move":[19],"from":[20,52],"one":[21],"region":[22],"of":[23,66,98,151,154],"the":[24,64,95,112,164,177],"camera":[25],"frame":[26],"to":[27,49,87,116],"another":[28],"(e.g.,":[29,44],"finding":[30,45],"cars":[31],"turn":[33],"right":[34],"through":[35],"a":[36,53,75,120,136,147],"junction)":[37],"and":[38,93,140,156],"certain":[42],"speeds":[43,125],"animals":[46],"stop":[48],"drink":[50],"water":[51],"lake).":[54],"Processing":[55],"such":[56],"efficiently":[58,88],"is":[59],"challenging":[60],"because":[61],"they":[62],"involve":[63],"movement":[65],"an":[67,180],"object":[68,85,90,99],"over":[69,176],"several":[70],"video":[71,104,137,155,169,187],"frames.":[72],"We":[73,129,160],"propose":[74],"novel":[76],"query-driven":[77,132],"tracking":[78,86,133],"approach":[79,123],"integrates":[81],"query":[82,127,138,170],"processing":[83,103,171],"process":[89],"track":[91],"address":[94],"computational":[96],"complexity":[97],"detection":[100],"methods.":[101],"By":[102],"at":[105,163],"low":[106],"framerates":[107],"when":[108,114],"possible,":[109],"but":[110],"increasing":[111],"framerate":[113],"needed":[115],"ensure":[117],"high-accuracy":[118],"on":[119,146,174],"query,":[121],"our":[122],"substantially":[124],"up":[126],"execution.":[128],"have":[130],"implemented":[131],"MIRIS,":[135],"processor,":[139],"compare":[141],"MIRIS":[142,167],"against":[143],"four":[144],"baselines":[145],"diverse":[148],"dataset":[149],"consisting":[150],"five":[152],"sources":[153],"nine":[157],"distinct":[158],"queries.":[159],"find":[161],"that,":[162],"same":[165],"accuracy,":[166],"accelerates":[168],"by":[172],"9x":[173],"average":[175],"IOU":[178],"tracker,":[179],"overlap-based":[181],"tracking-by-detection":[182],"method":[183],"used":[184],"existing":[186],"database":[188],"systems.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}