{"id":"https://openalex.org/W1589729077","doi":"https://doi.org/10.1109/tmm.2015.2446201","title":"Fast Object Retrieval Using Direct Spatial Matching","display_name":"Fast Object Retrieval Using Direct Spatial Matching","publication_year":2015,"publication_date":"2015-06-16","ids":{"openalex":"https://openalex.org/W1589729077","doi":"https://doi.org/10.1109/tmm.2015.2446201","mag":"1589729077"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2015.2446201","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2015.2446201","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ink.library.smu.edu.sg/sis_research/2934","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079588294","display_name":"Zhiyuan Zhong","orcid":null},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyuan Zhong","raw_affiliation_strings":["College of Computer Science, Zhejiang University, Hangzhou, Zhejiang, China","(College of Computer Science, Zhejiang University, Hangzhou, Zhejiang, China)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"(College of Computer Science, Zhejiang University, Hangzhou, Zhejiang, China)","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062252650","display_name":"Jianke Zhu","orcid":"https://orcid.org/0000-0003-1831-0106"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianke Zhu","raw_affiliation_strings":["College of Computer Science, Zhejiang University, Hangzhou, Zhejiang, China","(College of Computer Science, Zhejiang University, Hangzhou, Zhejiang, China)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"(College of Computer Science, Zhejiang University, Hangzhou, Zhejiang, China)","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074834854","display_name":"Steven C. H. Hoi","orcid":"https://orcid.org/0000-0002-4584-3453"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Steven C. H. Hoi","raw_affiliation_strings":["Singapore Managment University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singapore Managment University, Singapore","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.1224,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.94349097,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"17","issue":"8","first_page":"1391","last_page":"1397"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9889000058174133,"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/ransac","display_name":"RANSAC","score":0.8885205984115601},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.813416063785553},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5734619498252869},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5208466649055481},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.505577802658081},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4942746162414551},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47141051292419434},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4571111500263214},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4516184329986572},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.44563838839530945},{"id":"https://openalex.org/keywords/tf\u2013idf","display_name":"tf\u2013idf","score":0.43145179748535156},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.42787033319473267},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.4181485176086426},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.41097697615623474},{"id":"https://openalex.org/keywords/inverted-index","display_name":"Inverted index","score":0.4100757837295532},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.367317259311676},{"id":"https://openalex.org/keywords/search-engine-indexing","display_name":"Search engine indexing","score":0.22129809856414795},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.15005961060523987},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1232936680316925},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.09877479076385498}],"concepts":[{"id":"https://openalex.org/C114744707","wikidata":"https://www.wikidata.org/wiki/Q218533","display_name":"RANSAC","level":3,"score":0.8885205984115601},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.813416063785553},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5734619498252869},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5208466649055481},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.505577802658081},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4942746162414551},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47141051292419434},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4571111500263214},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4516184329986572},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44563838839530945},{"id":"https://openalex.org/C81758059","wikidata":"https://www.wikidata.org/wiki/Q796584","display_name":"tf\u2013idf","level":3,"score":0.43145179748535156},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.42787033319473267},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.4181485176086426},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.41097697615623474},{"id":"https://openalex.org/C130590232","wikidata":"https://www.wikidata.org/wiki/Q1671754","display_name":"Inverted index","level":3,"score":0.4100757837295532},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.367317259311676},{"id":"https://openalex.org/C75165309","wikidata":"https://www.wikidata.org/wiki/Q2258979","display_name":"Search engine indexing","level":2,"score":0.22129809856414795},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.15005961060523987},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1232936680316925},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.09877479076385498},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tmm.2015.2446201","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2015.2446201","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-article"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-3934","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/sis_research/2934","pdf_url":null,"source":{"id":"https://openalex.org/S4306401925","display_name":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1109/TMM.2015.2446201","raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-3934","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/sis_research/2934","pdf_url":null,"source":{"id":"https://openalex.org/S4306401925","display_name":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1109/TMM.2015.2446201","raw_type":"Journal Article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.8199999928474426,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G404531413","display_name":null,"funder_award_id":"91120302","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7233615789","display_name":null,"funder_award_id":"61103105","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1544060217","https://openalex.org/W1660390307","https://openalex.org/W1972378554","https://openalex.org/W1979931042","https://openalex.org/W1981857004","https://openalex.org/W1998157698","https://openalex.org/W2003046692","https://openalex.org/W2012592962","https://openalex.org/W2023991840","https://openalex.org/W2044284589","https://openalex.org/W2065296697","https://openalex.org/W2068143350","https://openalex.org/W2081332440","https://openalex.org/W2084620961","https://openalex.org/W2085261163","https://openalex.org/W2086504823","https://openalex.org/W2088866137","https://openalex.org/W2100398441","https://openalex.org/W2103924867","https://openalex.org/W2131846894","https://openalex.org/W2141362318","https://openalex.org/W2148809531","https://openalex.org/W2151103935","https://openalex.org/W2152898476","https://openalex.org/W2154952031","https://openalex.org/W2164877691","https://openalex.org/W2170609167","https://openalex.org/W2337790388","https://openalex.org/W4247915583","https://openalex.org/W6632673259","https://openalex.org/W6666665630","https://openalex.org/W6682717316","https://openalex.org/W6683978607"],"related_works":["https://openalex.org/W2131378265","https://openalex.org/W2984240274","https://openalex.org/W2981196697","https://openalex.org/W3012182724","https://openalex.org/W2115876589","https://openalex.org/W4281569536","https://openalex.org/W2171473894","https://openalex.org/W2741230576","https://openalex.org/W2372355498","https://openalex.org/W2062653041"],"abstract_inverted_index":{"The":[0,137],"conventional":[1],"bag-of-visual-words":[2],"(BoW)":[3],"model":[4],"is":[5,93,114],"popular":[6],"for":[7,39,59,87,134,169],"the":[8,16,36,45,51,75,118,121,148,152,160],"large-scale":[9],"object":[10,135,172],"retrieval":[11,173],"system":[12],"but":[13,31],"suffers":[14],"from":[15],"critical":[17],"drawback":[18],"of":[19,53,120,164],"ignoring":[20],"spatial":[21,68],"information":[22],".":[23,91],"RANSAC-based":[24,97],"methods":[25,98],"attempt":[26],"to":[27,44,56,72,116],"remedy":[28],"this":[29],"drawback,":[30],"often":[32],"require":[33],"traversing":[34],"all":[35,83],"feature":[37,84],"matches":[38,85],"each":[40,60],"hypothesis":[41],",":[42],"leading":[43],"heavy":[46],"computational":[47],"cost":[48],"which":[49,82,158],"limits":[50],"number":[52],"gallery":[54],"images":[55],"be":[57],"verified":[58],"online":[61],"query.":[62],"We":[63,124],"propose":[64],"an":[65],"efficient":[66],"direct":[67],"matching":[69],"(DSM)":[70],"approach":[71],"directly":[73],"estimate":[74],"scale":[76,171],"variation":[77],"using":[78],"region":[79],"sizes,":[80],"in":[81],"voted":[86],"estimating":[88],"geometric":[89],"transformation":[90],"DSM":[92,139,167],"much":[94],"faster":[95],"than":[96],"and":[99,155,162],"exhaustive":[100],"enumeration":[101],"approaches.":[102],"A":[103],"logarithmic":[104],"term":[105],"frequency-":[106],"inverse":[107],"document":[108],"frequency":[109],"(log":[110],"tf-idf)":[111],"weighting":[112],"scheme":[113],"introduced":[115],"boost":[117],"performance":[119],"base":[122],"system.":[123],"have":[125],"conducted":[126],"extensive":[127],"experimental":[128],"evaluations":[129],"on":[130,151],"four":[131],"benchmark":[132],"datasets":[133],"retrieval.":[136],"proposed":[138],"method,":[140],"together":[141],"with":[142],"a":[143],"carefully-tailored":[144],"reranking":[145],"scheme,":[146],"achieves":[147],"state-of-the-art":[149],"results":[150],"Oxford":[153],"buildings":[154],"Paris":[156],"datasets,":[157],"demonstrates":[159],"efficacy":[161],"scalability":[163],"our":[165],"novel":[166],"technique":[168],"large":[170],"systems.":[174]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":9},{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
