{"id":"https://openalex.org/W2763831782","doi":"https://doi.org/10.1109/cvpr.2015.7298855","title":"Efficient globally optimal consensus maximisation with tree search","display_name":"Efficient globally optimal consensus maximisation with tree search","publication_year":2015,"publication_date":"2015-06-01","ids":{"openalex":"https://openalex.org/W2763831782","doi":"https://doi.org/10.1109/cvpr.2015.7298855","mag":"2763831782"},"language":"en","primary_location":{"id":"doi:10.1109/cvpr.2015.7298855","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2015.7298855","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)","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/A5027317977","display_name":"Tat-Jun Chin","orcid":"https://orcid.org/0000-0003-2423-9342"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Tat-Jun Chin","raw_affiliation_strings":["School of Computer Science, The University of Adelaide, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, The University of Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029106652","display_name":"Pulak Purkait","orcid":"https://orcid.org/0000-0003-0684-1209"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Pulak Purkait","raw_affiliation_strings":["School of Computer Science, The University of Adelaide, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, The University of Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069883194","display_name":"Anders Eriksson","orcid":"https://orcid.org/0000-0003-2652-7110"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Anders Eriksson","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Queensland University of Technology, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Queensland University of Technology, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031492664","display_name":"David Suter","orcid":"https://orcid.org/0000-0001-6306-3023"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"David Suter","raw_affiliation_strings":["School of Computer Science, The University of Adelaide, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, The University of Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5027317977"],"corresponding_institution_ids":["https://openalex.org/I5681781"],"apc_list":null,"apc_paid":null,"fwci":8.1972,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.9752704,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9930999875068665,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9871000051498413,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6349424123764038},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5821725726127625},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.48339787125587463},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.478196382522583},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.4758686423301697},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.46735644340515137},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29507139325141907},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2371167540550232}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6349424123764038},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5821725726127625},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.48339787125587463},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.478196382522583},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.4758686423301697},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.46735644340515137},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29507139325141907},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2371167540550232},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cvpr.2015.7298855","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2015.7298855","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)","raw_type":"proceedings-article"},{"id":"pmh:oai:digital.library.adelaide.edu.au:2440/107730","is_oa":false,"landing_page_url":"http://hdl.handle.net/2440/107730","pdf_url":null,"source":{"id":"https://openalex.org/S4306401835","display_name":"Adelaide Research & Scholarship (AR&S) (University of Adelaide)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5681781","host_organization_name":"The University of Adelaide","host_organization_lineage":["https://openalex.org/I5681781"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://dx.doi.org/10.1109/cvpr.2015.7298855","raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2032233321","https://openalex.org/W3121970507","https://openalex.org/W2110028391","https://openalex.org/W54497855","https://openalex.org/W217960748","https://openalex.org/W3125814499","https://openalex.org/W2090827041","https://openalex.org/W2094012830","https://openalex.org/W187246281","https://openalex.org/W1828750805"],"abstract_inverted_index":{"Maximum":[0],"consensus":[1,83,155],"is":[2,22,136],"one":[3],"of":[4,35,52,61,72,77,89,139],"the":[5,20,36,50,75],"most":[6],"popular":[7],"criteria":[8],"for":[9,69,85,152],"robust":[10],"estimation":[11,132],"in":[12],"computer":[13],"vision.":[14],"Despite":[15],"its":[16],"widespread":[17],"use,":[18],"optimising":[19],"criterion":[21],"still":[23],"customarily":[24],"done":[25],"by":[26,63],"randomised":[27,53],"sample-and-test":[28],"techniques,":[29],"which":[30],"do":[31],"not":[32],"guarantee":[33],"optimality":[34],"result.":[37],"Several":[38],"globally":[39,127,153],"optimal":[40,128,154],"algorithms":[41],"exist,":[42],"but":[43],"they":[44],"are":[45],"too":[46],"slow":[47],"to":[48,57,103,124],"challenge":[49],"dominance":[51],"methods.":[54,145],"We":[55,111],"aim":[56],"change":[58],"this":[59],"state":[60],"affairs":[62],"proposing":[64],"a":[65,86,96,104,149],"very":[66],"efficient":[67,113],"algorithm":[68,106,135],"global":[70],"maximisation":[71,84],"consensus.":[73],"Under":[74],"framework":[76],"LP-type":[78],"methods,":[79],"we":[80],"show":[81],"how":[82],"wide":[87],"variety":[88],"vision":[90],"tasks":[91],"can":[92],"be":[93],"posed":[94],"as":[95],"tree":[97],"search":[98,123],"problem.":[99],"This":[100],"insight":[101],"leads":[102],"novel":[105],"based":[107],"on":[108],"A*":[109,122],"search.":[110],"propose":[112],"heuristic":[114],"and":[115],"support":[116],"set":[117],"updating":[118],"routines":[119],"that":[120],"enable":[121],"rapidly":[125],"find":[126],"results.":[129],"On":[130],"common":[131],"problems,":[133],"our":[134],"several":[137],"orders":[138],"magnitude":[140],"faster":[141],"than":[142],"previous":[143],"exact":[144],"Our":[146],"work":[147],"identifies":[148],"promising":[150],"solution":[151],"maximisation.":[156]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}