{"id":"https://openalex.org/W4226327076","doi":"https://doi.org/10.5220/0011677300003417","title":"YOLO: You Only Look 10647 Times","display_name":"YOLO: You Only Look 10647 Times","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4226327076","doi":"https://doi.org/10.5220/0011677300003417"},"language":"en","primary_location":{"id":"doi:10.5220/0011677300003417","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0011677300003417","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dx.doi.org/10.5220/0011677300003417","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068979603","display_name":"Christian Limberg","orcid":"https://orcid.org/0000-0002-0751-1386"},"institutions":[{"id":"https://openalex.org/I184597095","display_name":"National Institute of Informatics","ror":"https://ror.org/04ksd4g47","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I184597095","https://openalex.org/I4210158934"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Christian Limberg","raw_affiliation_strings":["National Institute of Informatics (NII), Tokyo, Japan, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Informatics (NII), Tokyo, Japan, --- Select a Country ---","institution_ids":["https://openalex.org/I184597095"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069344506","display_name":"Andrew Melnik","orcid":"https://orcid.org/0000-0002-7252-9267"},"institutions":[{"id":"https://openalex.org/I20121455","display_name":"Bielefeld University","ror":"https://ror.org/02hpadn98","country_code":"DE","type":"education","lineage":["https://openalex.org/I20121455"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andrew Melnik","raw_affiliation_strings":["Bielefeld University, Bielefeld, Germany, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bielefeld University, Bielefeld, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I20121455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074989840","display_name":"Helge Ritter","orcid":"https://orcid.org/0000-0003-1703-1906"},"institutions":[{"id":"https://openalex.org/I20121455","display_name":"Bielefeld University","ror":"https://ror.org/02hpadn98","country_code":"DE","type":"education","lineage":["https://openalex.org/I20121455"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Helge Ritter","raw_affiliation_strings":["Bielefeld University, Bielefeld, Germany, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bielefeld University, Bielefeld, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I20121455"]}]},{"author_position":"last","author":{"id":null,"display_name":"Helmut Prendinger","orcid":null},"institutions":[{"id":"https://openalex.org/I184597095","display_name":"National Institute of Informatics","ror":"https://ror.org/04ksd4g47","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I184597095","https://openalex.org/I4210158934"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Helmut Prendinger","raw_affiliation_strings":["National Institute of Informatics (NII), Tokyo, Japan, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Informatics (NII), Tokyo, Japan, --- Select a Country ---","institution_ids":["https://openalex.org/I184597095"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"153","last_page":"160"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13497","display_name":"Hermeneutics and Narrative Identity","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/1211","display_name":"Philosophy"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13497","display_name":"Hermeneutics and Narrative Identity","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/1211","display_name":"Philosophy"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13695","display_name":"Aging, Elder Care, and Social Issues","score":0.9749000072479248,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13099","display_name":"Health, Medicine and Society","score":0.95660001039505,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7446025013923645},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.6480977535247803},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5922116041183472},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.576483964920044},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.552047073841095},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5010561943054199},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.49822092056274414},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.42555418610572815},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3968079686164856},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.2636343836784363}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7446025013923645},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.6480977535247803},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5922116041183472},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.576483964920044},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.552047073841095},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5010561943054199},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.49822092056274414},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.42555418610572815},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3968079686164856},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2636343836784363},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.5220/0011677300003417","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0011677300003417","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2201.06159","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2201.06159","pdf_url":"https://arxiv.org/pdf/2201.06159","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2201.06159","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2201.06159","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.5220/0011677300003417","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0011677300003417","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2356256","https://openalex.org/W354571","https://openalex.org/W2258107","https://openalex.org/W2758677","https://openalex.org/W6473745","https://openalex.org/W8080022","https://openalex.org/W10473590","https://openalex.org/W1938723","https://openalex.org/W11307799","https://openalex.org/W9396808"],"abstract_inverted_index":{"With":[0],"this":[1,27],"work":[2],"we":[3,77],"are":[4],"explaining":[5],"the":[6,55,88],"\"You":[7],"Only":[8],"Look":[9],"Once\"":[10],"(YOLO)":[11],"single-stage":[12,60],"object":[13,61],"detection":[14,62],"approach":[15],"as":[16],"a":[17,40,48,83],"parallel":[18],"classification":[19,73],"of":[20,33,43,87],"10647":[21],"fixed":[22],"region":[23,50,66],"proposals.":[24],"We":[25],"support":[26],"view":[28],"by":[29],"showing":[30],"that":[31],"each":[32],"YOLOs":[34],"output":[35],"pixel":[36],"is":[37],"attentive":[38],"to":[39,47],"specific":[41],"sub-region":[42],"previous":[44],"layers,":[45],"comparable":[46],"local":[49],"proposal.":[51],"This":[52],"understanding":[53,86],"reduces":[54],"conceptual":[56],"gap":[57],"between":[58],"YOLO-like":[59],"models,":[63,69],"RCNN-like":[64],"two-stage":[65],"proposal":[67],"based":[68],"and":[70],"ResNet-like":[71],"image":[72],"models.":[74],"In":[75],"addition,":[76],"created":[78],"interactive":[79],"exploration":[80],"tools":[81],"for":[82],"better":[84],"visual":[85],"YOLO":[89],"information":[90],"processing":[91],"streams:":[92],"https://limchr.github.io/yolo_visualization":[93]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2022-05-05T00:00:00"}
