{"id":"https://openalex.org/W4210271974","doi":"https://doi.org/10.1145/3466780","title":"LogoDet-3K: A Large-scale Image Dataset for Logo Detection","display_name":"LogoDet-3K: A Large-scale Image Dataset for Logo Detection","publication_year":2022,"publication_date":"2022-01-27","ids":{"openalex":"https://openalex.org/W4210271974","doi":"https://doi.org/10.1145/3466780"},"language":"en","primary_location":{"id":"doi:10.1145/3466780","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3466780","pdf_url":null,"source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-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/A5100740128","display_name":"Jing Wang","orcid":"https://orcid.org/0000-0002-3288-2111"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Wang","raw_affiliation_strings":["School of Information Science and Engineering, Shandong Normal University, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University, Shandong, China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039322394","display_name":"Weiqing Min","orcid":"https://orcid.org/0000-0001-6668-9208"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiqing Min","raw_affiliation_strings":["Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Sujuan Hou","orcid":"https://orcid.org/0000-0002-4244-9207"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sujuan Hou","raw_affiliation_strings":["School of Information Science andEngineering, Shandong Normal University, Shandong, China"],"raw_orcid":"https://orcid.org/0000-0002-4244-9207","affiliations":[{"raw_affiliation_string":"School of Information Science andEngineering, Shandong Normal University, Shandong, China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110652078","display_name":"Shengnan Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengnan Ma","raw_affiliation_strings":["School of Information Science and Engineering, Shandong Normal University, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University, Shandong, China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007211501","display_name":"Yuanjie Zheng","orcid":"https://orcid.org/0000-0002-5786-2491"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanjie Zheng","raw_affiliation_strings":["School of Information Science and Engineering, Shandong Normal University, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University, Shandong, China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085719285","display_name":"Shuqiang Jiang","orcid":"https://orcid.org/0000-0002-1596-4326"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuqiang Jiang","raw_affiliation_strings":["Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.5351,"has_fulltext":false,"cited_by_count":59,"citation_normalized_percentile":{"value":0.96273733,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"18","issue":"1","first_page":"1","last_page":"19"},"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":0.9998000264167786,"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":0.9998000264167786,"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/T11714","display_name":"Multimodal Machine Learning Applications","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"}},{"id":"https://openalex.org/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.982699990272522,"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/logo","display_name":"Logo (programming language)","score":0.9233654141426086},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7939693927764893},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.751552164554596},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7205275297164917},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5989393591880798},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5278463363647461},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.45437970757484436},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.44621166586875916},{"id":"https://openalex.org/keywords/visibility","display_name":"Visibility","score":0.43436968326568604},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.41643205285072327},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.407385915517807},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36331087350845337},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.35963910818099976},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32792234420776367},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07551306486129761},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.06756621599197388}],"concepts":[{"id":"https://openalex.org/C2778720087","wikidata":"https://www.wikidata.org/wiki/Q201436","display_name":"Logo (programming language)","level":2,"score":0.9233654141426086},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7939693927764893},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.751552164554596},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7205275297164917},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5989393591880798},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5278463363647461},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.45437970757484436},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.44621166586875916},{"id":"https://openalex.org/C123403432","wikidata":"https://www.wikidata.org/wiki/Q654068","display_name":"Visibility","level":2,"score":0.43436968326568604},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.41643205285072327},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.407385915517807},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36331087350845337},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35963910818099976},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32792234420776367},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07551306486129761},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.06756621599197388},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3466780","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3466780","pdf_url":null,"source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W1849277567","https://openalex.org/W1861492603","https://openalex.org/W1958236864","https://openalex.org/W1980972548","https://openalex.org/W1982387099","https://openalex.org/W1985026962","https://openalex.org/W2003813371","https://openalex.org/W2015541839","https://openalex.org/W2017279832","https://openalex.org/W2031489346","https://openalex.org/W2040335539","https://openalex.org/W2044557744","https://openalex.org/W2102605133","https://openalex.org/W2103577800","https://openalex.org/W2108598243","https://openalex.org/W2129305389","https://openalex.org/W2161969291","https://openalex.org/W2168356304","https://openalex.org/W2193145675","https://openalex.org/W2219856611","https://openalex.org/W2396419813","https://openalex.org/W2440198081","https://openalex.org/W2526377930","https://openalex.org/W2563032747","https://openalex.org/W2565639579","https://openalex.org/W2567254970","https://openalex.org/W2570343428","https://openalex.org/W2574981201","https://openalex.org/W2596164567","https://openalex.org/W2610420510","https://openalex.org/W2769805767","https://openalex.org/W2776722832","https://openalex.org/W2934198733","https://openalex.org/W2963037989","https://openalex.org/W2963061259","https://openalex.org/W2963331658","https://openalex.org/W2963351448","https://openalex.org/W2963487083","https://openalex.org/W2964241181","https://openalex.org/W2970569803","https://openalex.org/W2997747012","https://openalex.org/W2997947223","https://openalex.org/W3012573144","https://openalex.org/W3012653625","https://openalex.org/W3020895012","https://openalex.org/W3033793613","https://openalex.org/W3035396860","https://openalex.org/W3086909276","https://openalex.org/W3096609285","https://openalex.org/W3106250896","https://openalex.org/W3110402800","https://openalex.org/W3111381080","https://openalex.org/W3117470356","https://openalex.org/W3172752666","https://openalex.org/W4293584584","https://openalex.org/W4294649785","https://openalex.org/W4301409532","https://openalex.org/W6750227808"],"related_works":["https://openalex.org/W2361861616","https://openalex.org/W2392812199","https://openalex.org/W4200176076","https://openalex.org/W598185802","https://openalex.org/W2263699433","https://openalex.org/W2377979023","https://openalex.org/W4382895929","https://openalex.org/W2218034408","https://openalex.org/W2164977745","https://openalex.org/W4247466689"],"abstract_inverted_index":{"Logo":[0],"detection":[1,42,157,176,190],"has":[2,48],"been":[3],"gaining":[4],"considerable":[5],"attention":[6],"because":[7],"of":[8,12,96,186],"its":[9,71,101],"wide":[10],"range":[11],"applications":[13],"in":[14,78,105],"the":[15,39,91,129,143],"multimedia":[16],"field,":[17],"such":[18],"as":[19],"copyright":[20],"infringement":[21],"detection,":[22,69],"brand":[23,28],"visibility":[24],"monitoring,":[25],"and":[26,58,75,82,93,99,103,125,149,177,180,191,206],"product":[27],"management":[29],"on":[30,142,159,165,173,188],"social":[31],"media.":[32],"In":[33],"this":[34],"article,":[35],"we":[36,181],"introduce":[37],"LogoDet-3K,":[38],"largest":[40],"logo":[41,50,56,68,80,111,135,175,189],"dataset":[43,98,196],"with":[44,86,147,153],"full":[45],"annotation,":[46],"which":[47,121],"3,000":[49],"categories,":[51],"about":[52,139],"200,000":[53],"manually":[54],"annotated":[55,83],"objects,":[57],"158,652":[59],"images.":[60],"LogoDet-3K":[61,187,195,207],"creates":[62],"a":[63,116],"more":[64],"challenging":[65],"benchmark":[66],"for":[67,70,110,133],"higher":[72],"comprehensive":[73],"coverage":[74],"wider":[76],"variety":[77],"both":[79,174],"categories":[81],"objects":[84],"compared":[85,146,152],"existing":[87,168],"datasets.":[88],"We":[89,113,161],"describe":[90],"collection":[92],"annotation":[94],"process":[95],"our":[97],"analyze":[100],"scale":[102],"diversity":[104],"comparison":[106],"to":[107,170,199],"other":[108,167],"datasets":[109,169],"detection.":[112,136],"further":[114,171],"propose":[115],"strong":[117],"baseline":[118],"method":[119],"Logo-Yolo,":[120],"incorporates":[122],"Focal":[123],"loss":[124,127],"CIoU":[126],"into":[128],"basic":[130],"YOLOv3":[131],"framework":[132],"large-scale":[134,201],"It":[137],"obtains":[138],"4%":[140],"improvement":[141],"average":[144],"performance":[145],"YOLOv3,":[148],"greater":[150],"improvements":[151],"reported":[154],"several":[155],"deep":[156],"models":[158],"LogoDet-3K.":[160],"perform":[162],"extensive":[163],"evaluation":[164],"three":[166],"verify":[172],"retrieval":[178,192],"tasks,":[179],"demonstrate":[182],"better":[183],"generalization":[184],"ability":[185],"tasks.":[193],"The":[194,204],"is":[197],"used":[198],"promote":[200],"logo-related":[202],"research.":[203],"code":[205],"can":[208],"be":[209],"found":[210],"at":[211],"https://github.com/Wangjing1551/LogoDet-3K-Dataset.":[212]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
