{"id":"https://openalex.org/W2746265758","doi":"https://doi.org/10.1016/j.jvcir.2017.08.006","title":"SURF binarization and fast codebook construction for image retrieval","display_name":"SURF binarization and fast codebook construction for image retrieval","publication_year":2017,"publication_date":"2017-08-14","ids":{"openalex":"https://openalex.org/W2746265758","doi":"https://doi.org/10.1016/j.jvcir.2017.08.006","mag":"2746265758"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jvcir.2017.08.006","pdf_url":null,"source":{"id":"https://openalex.org/S105424869","display_name":"Journal of Visual Communication and Image Representation","issn_l":"1047-3203","issn":["1047-3203","1095-9076"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5025341442","display_name":"Shichao Kan","orcid":"https://orcid.org/0000-0003-0097-6196"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shi-Chao Kan","raw_affiliation_strings":["Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing 100044, China","School of Computer and Information Technology, Beijing Jiaotong University, Beijing 100044, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing 100044, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer and Information Technology, Beijing Jiaotong University, Beijing 100044, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082462498","display_name":"Yigang Cen","orcid":"https://orcid.org/0000-0001-6255-9422"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yi-Gang Cen","raw_affiliation_strings":["Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing 100044, China","School of Computer and Information Technology, Beijing Jiaotong University, Beijing 100044, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing 100044, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer and Information Technology, Beijing Jiaotong University, Beijing 100044, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038490168","display_name":"Yi Cen","orcid":"https://orcid.org/0000-0002-4540-3992"},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Cen","raw_affiliation_strings":["School of Information Engineering, Minzu University of China, Beijing 100081, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Minzu University of China, Beijing 100081, China","institution_ids":["https://openalex.org/I145897649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100392433","display_name":"Yanhong Wang","orcid":"https://orcid.org/0000-0002-7035-6876"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan-Hong Wang","raw_affiliation_strings":["Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing 100044, China","School of Computer and Information Technology, Beijing Jiaotong University, Beijing 100044, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing 100044, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer and Information Technology, Beijing Jiaotong University, Beijing 100044, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076403380","display_name":"Viacheslav Voronin","orcid":"https://orcid.org/0000-0001-8114-6383"},"institutions":[{"id":"https://openalex.org/I4210097717","display_name":"Don State Technical University","ror":"https://ror.org/00x5je630","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210097717"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Viacheslav Voronin","raw_affiliation_strings":["Department of Radio-electronic systems, Don State Technical University, Rostov-on-Don 346500, Russia"],"affiliations":[{"raw_affiliation_string":"Department of Radio-electronic systems, Don State Technical University, Rostov-on-Don 346500, Russia","institution_ids":["https://openalex.org/I4210097717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033701140","display_name":"Vladimir Mladenovi\u0107","orcid":"https://orcid.org/0000-0001-8530-2312"},"institutions":[{"id":"https://openalex.org/I14245010","display_name":"University of Kragujevac","ror":"https://ror.org/04f7vj627","country_code":"RS","type":"education","lineage":["https://openalex.org/I14245010"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Vladimir Mladenovic","raw_affiliation_strings":["Faculty of Technical Sciences University of Kragujevac, Cacak, Serbia"],"affiliations":[{"raw_affiliation_string":"Faculty of Technical Sciences University of Kragujevac, Cacak, Serbia","institution_ids":["https://openalex.org/I14245010"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100447274","display_name":"Ming Zeng","orcid":"https://orcid.org/0000-0002-5056-0706"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Zeng","raw_affiliation_strings":["School of Automation Science and Engineering, South China University of Technology, Guangzhou 510640, China"],"affiliations":[{"raw_affiliation_string":"School of Automation Science and Engineering, South China University of Technology, Guangzhou 510640, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institution_assertions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5082462498"],"corresponding_institution_ids":["https://openalex.org/I21193070"],"apc_list":{"value":2150,"currency":"USD","value_usd":2150,"provenance":"doaj"},"apc_paid":null,"fwci":1.965,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":23,"citation_normalized_percentile":{"value":0.912276,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":92,"max":93},"biblio":{"volume":"49","issue":null,"first_page":"104","last_page":"114"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Image Feature Retrieval and Recognition Techniques","score":0.9998,"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":"Image Feature Retrieval and Recognition Techniques","score":0.9998,"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":"Simultaneous Localization and Mapping","score":0.9933,"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":"Shape Matching and Object Recognition","score":0.9923,"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/image-retrieval","display_name":"Image Retrieval","score":0.609538},{"id":"https://openalex.org/keywords/shape-matching","display_name":"Shape Matching","score":0.587168},{"id":"https://openalex.org/keywords/feature-matching","display_name":"Feature Matching","score":0.585775},{"id":"https://openalex.org/keywords/localization","display_name":"Localization","score":0.569548},{"id":"https://openalex.org/keywords/visual-odometry","display_name":"Visual Odometry","score":0.56416},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.46508282}],"concepts":[{"id":"https://openalex.org/C127759330","wikidata":"https://www.wikidata.org/wiki/Q637416","display_name":"Codebook","level":2,"score":0.9642892},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.72403336},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.67108583},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.64334196},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.63432896},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5668647},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.54145336},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.48730862},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.46508282},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.46229455},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.43353525},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.4282229},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3695459},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1695632},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jvcir.2017.08.006","pdf_url":null,"source":{"id":"https://openalex.org/S105424869","display_name":"Journal of Visual Communication and Image Representation","issn_l":"1047-3203","issn":["1047-3203","1095-9076"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"61602538"},{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"61572067"},{"funder":"https://openalex.org/F4320334977","funder_display_name":"Beijing Municipal Natural Science Foundation","award_id":"4162050"},{"funder":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities","award_id":"2017JBZ108"}],"datasets":[],"versions":[],"referenced_works_count":54,"referenced_works":["https://openalex.org/W138476454","https://openalex.org/W1418693140","https://openalex.org/W1544060217","https://openalex.org/W1556531089","https://openalex.org/W1566135517","https://openalex.org/W1627400044","https://openalex.org/W1840134520","https://openalex.org/W1935207225","https://openalex.org/W1964858027","https://openalex.org/W1974647172","https://openalex.org/W1977640644","https://openalex.org/W1977995190","https://openalex.org/W1984309565","https://openalex.org/W1999817731","https://openalex.org/W2004767421","https://openalex.org/W2012592962","https://openalex.org/W2012833704","https://openalex.org/W2018057603","https://openalex.org/W2038276547","https://openalex.org/W2065928620","https://openalex.org/W2066142224","https://openalex.org/W2068072682","https://openalex.org/W2069147529","https://openalex.org/W2071027807","https://openalex.org/W2076482495","https://openalex.org/W2081332440","https://openalex.org/W2097482646","https://openalex.org/W2103924867","https://openalex.org/W2104929264","https://openalex.org/W2113201641","https://openalex.org/W2119605622","https://openalex.org/W2123049467","https://openalex.org/W2124509324","https://openalex.org/W2128017662","https://openalex.org/W2131846894","https://openalex.org/W2133671054","https://openalex.org/W2141362318","https://openalex.org/W2146983301","https://openalex.org/W2147238549","https://openalex.org/W2148809531","https://openalex.org/W2149259880","https://openalex.org/W2151103935","https://openalex.org/W2155284717","https://openalex.org/W2166473218","https://openalex.org/W2170146448","https://openalex.org/W2170942078","https://openalex.org/W2171790913","https://openalex.org/W2197033286","https://openalex.org/W2293597654","https://openalex.org/W2331517147","https://openalex.org/W2508134816","https://openalex.org/W2538333829","https://openalex.org/W2556380348","https://openalex.org/W4236965008"],"related_works":["https://openalex.org/W4284672201","https://openalex.org/W2950156284","https://openalex.org/W2943202426","https://openalex.org/W2736714427","https://openalex.org/W2377486419","https://openalex.org/W2293149949","https://openalex.org/W2163679795","https://openalex.org/W2137816434","https://openalex.org/W2026099691","https://openalex.org/W2017956276"],"abstract_inverted_index":{"A":[0],"new":[1],"framework":[2],"for":[3,64,84],"image":[4,24,97],"retrieval/object":[5],"search":[6],"is":[7,62,92,119],"proposed":[8,46,63,93,133,151],"based":[9],"on":[10,138],"the":[11,19,23,28,35,70,77,80,106,123,128,139,145,150],"VLAD":[12],"model":[13],"and":[14,27,32,41,112,141,147],"SURF":[15,39,51],"descriptors":[16],"to":[17,33,47,67,94,121],"improve":[18],"codebook":[20,65],"construction":[21,66],"speed,":[22],"matching":[25],"accuracy,":[26],"online":[29],"retrieval":[30],"speed":[31],"reduce":[34,69],"data":[36],"storage.":[37],"First,":[38],"binarization":[40],"dimensionality":[42,134],"reduction":[43,135],"methods":[44],"are":[45],"convert":[48],"a":[49,58,87,115],"64-dimensional":[50],"descriptor":[52],"into":[53,98],"an":[54,96],"8-dimensional":[55],"descriptor.":[56],"Second,":[57],"two-step":[59],"clustering":[60,74,81],"algorithm":[61],"significantly":[68],"computational":[71],"cost":[72],"of":[73,79,131,149],"while":[75],"maintaining":[76],"accuracy":[78],"results.":[82],"Moreover,":[83],"object":[85,107],"search,":[86],"scalable":[88],"overlapping":[89],"partition":[90],"method":[91],"segment":[95],"65":[99],"patches":[100],"with":[101],"different":[102],"sizes":[103],"so":[104],"that":[105],"can":[108],"be":[109],"matched":[110],"quickly":[111],"efficiently.":[113],"Finally,":[114],"feature":[116],"fusion":[117],"strategy":[118],"employed":[120],"compensate":[122],"performance":[124],"degradation":[125],"caused":[126],"by":[127],"information":[129],"loss":[130],"our":[132],"method.":[136],"Experiments":[137],"Holidays":[140],"Oxford":[142],"datasets":[143],"demonstrate":[144],"effectiveness":[146],"efficiency":[148],"algorithms.":[152]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2746265758","counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3}],"updated_date":"2024-10-23T01:55:41.256811","created_date":"2017-08-31"}