{"id":"https://openalex.org/W4312608166","doi":"https://doi.org/10.1109/icpr56361.2022.9956443","title":"Multi-view Vision Transformers for Object Detection","display_name":"Multi-view Vision Transformers for Object Detection","publication_year":2022,"publication_date":"2022-08-21","ids":{"openalex":"https://openalex.org/W4312608166","doi":"https://doi.org/10.1109/icpr56361.2022.9956443"},"language":"en","primary_location":{"id":"doi:10.1109/icpr56361.2022.9956443","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr56361.2022.9956443","pdf_url":null,"source":{"id":"https://openalex.org/S4363607731","display_name":"2022 26th International Conference on Pattern Recognition (ICPR)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 26th International Conference on Pattern Recognition (ICPR)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://durham-repository.worktribe.com/output/1136005","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080585750","display_name":"Brian K. S. Isaac-Medina","orcid":null},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Brian K. S. Isaac-Medina","raw_affiliation_strings":["Durham University,Department of Computer Science,Durham,UK","Department of Computer Science, Durham University, Durham, UK"],"affiliations":[{"raw_affiliation_string":"Durham University,Department of Computer Science,Durham,UK","institution_ids":["https://openalex.org/I190082696"]},{"raw_affiliation_string":"Department of Computer Science, Durham University, Durham, UK","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023499426","display_name":"Chris G. Willcocks","orcid":"https://orcid.org/0000-0001-6821-3924"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Chris G. Willcocks","raw_affiliation_strings":["Durham University,Department of Computer Science,Durham,UK","Department of Computer Science, Durham University, Durham, UK"],"affiliations":[{"raw_affiliation_string":"Durham University,Department of Computer Science,Durham,UK","institution_ids":["https://openalex.org/I190082696"]},{"raw_affiliation_string":"Department of Computer Science, Durham University, Durham, UK","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045115593","display_name":"Toby P. Breckon","orcid":"https://orcid.org/0000-0003-1666-7590"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Toby P. Breckon","raw_affiliation_strings":["Durham University,Department of Computer Science,Durham,UK","Department of Computer Science, Durham University, Durham, UK","Department of Engineering, Durham University, Durham, UK"],"affiliations":[{"raw_affiliation_string":"Durham University,Department of Computer Science,Durham,UK","institution_ids":["https://openalex.org/I190082696"]},{"raw_affiliation_string":"Department of Computer Science, Durham University, Durham, UK","institution_ids":["https://openalex.org/I190082696"]},{"raw_affiliation_string":"Department of Engineering, Durham University, Durham, UK","institution_ids":["https://openalex.org/I190082696"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5080585750"],"corresponding_institution_ids":["https://openalex.org/I190082696"],"apc_list":null,"apc_paid":null,"fwci":0.1194,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.4418027,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"4678","last_page":"4684"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","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/T10036","display_name":"Advanced Neural Network Applications","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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9962000250816345,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7727693915367126},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.7030332088470459},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6073859930038452},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5867890119552612},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.5619407892227173},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4479243755340576},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.43435633182525635},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4180564284324646},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4170535206794739},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38620784878730774}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7727693915367126},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.7030332088470459},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6073859930038452},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5867890119552612},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.5619407892227173},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4479243755340576},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.43435633182525635},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4180564284324646},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4170535206794739},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38620784878730774},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icpr56361.2022.9956443","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr56361.2022.9956443","pdf_url":null,"source":{"id":"https://openalex.org/S4363607731","display_name":"2022 26th International Conference on Pattern Recognition (ICPR)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 26th International Conference on Pattern Recognition (ICPR)","raw_type":"proceedings-article"},{"id":"pmh:oai:dro.dur.ac.uk.OAI2:36304","is_oa":false,"landing_page_url":"http://dro.dur.ac.uk/36304/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196258","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"International Conference on Pattern Recognition, Montreal, Canada [Conference proceedings]","raw_type":"Conference item"},{"id":"pmh:oai:durham-repository.worktribe.com:1136005","is_oa":true,"landing_page_url":"https://durham-repository.worktribe.com/output/1136005","pdf_url":null,"source":{"id":"https://openalex.org/S4306400188","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"acceptedVersion"}],"best_oa_location":{"id":"pmh:oai:durham-repository.worktribe.com:1136005","is_oa":true,"landing_page_url":"https://durham-repository.worktribe.com/output/1136005","pdf_url":null,"source":{"id":"https://openalex.org/S4306400188","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"acceptedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1686810756","https://openalex.org/W1861492603","https://openalex.org/W2194775991","https://openalex.org/W2570343428","https://openalex.org/W2799108620","https://openalex.org/W2908510526","https://openalex.org/W2990207990","https://openalex.org/W2992803801","https://openalex.org/W3030520226","https://openalex.org/W3042011474","https://openalex.org/W3092462694","https://openalex.org/W3094502228","https://openalex.org/W3107147550","https://openalex.org/W3114896399","https://openalex.org/W3138516171","https://openalex.org/W3152530299","https://openalex.org/W3154596443","https://openalex.org/W3160525311","https://openalex.org/W3161242617","https://openalex.org/W3170874841","https://openalex.org/W3184439416","https://openalex.org/W3207737630","https://openalex.org/W4214634256","https://openalex.org/W4288325606","https://openalex.org/W4385245566","https://openalex.org/W6637373629","https://openalex.org/W6639102338","https://openalex.org/W6739901393","https://openalex.org/W6755114904","https://openalex.org/W6757817989","https://openalex.org/W6764322716","https://openalex.org/W6778485988","https://openalex.org/W6780226713","https://openalex.org/W6784094891","https://openalex.org/W6784333009","https://openalex.org/W6787826751","https://openalex.org/W6788135285","https://openalex.org/W6793736971","https://openalex.org/W6794476001","https://openalex.org/W6798838024"],"related_works":["https://openalex.org/W2366906938","https://openalex.org/W2349391998","https://openalex.org/W4205655149","https://openalex.org/W2000775715","https://openalex.org/W2795393339","https://openalex.org/W2626393719","https://openalex.org/W4390618967","https://openalex.org/W2074467390","https://openalex.org/W2174745845","https://openalex.org/W2063058012"],"abstract_inverted_index":{"Object":[0],"detection":[1,72,132,200],"has":[2,29],"been":[3],"thoroughly":[4],"investigated":[5],"during":[6],"the":[7,15,26,47,66,89,94,103,107,115,152,166,190,199],"last":[8],"decade":[9],"using":[10,137,195],"deep":[11],"neural":[12],"networks.":[13],"However,":[14],"inclusion":[16],"of":[17,25,49,69,84,106,154,165,192,202],"additional":[18],"information":[19,113],"given":[20],"by":[21],"multiple":[22,75],"concurrent":[23],"views":[24,52,97,194],"same":[27],"scene":[28],"not":[30],"received":[31],"much":[32],"attention.":[33,119],"In":[34,100],"scenarios":[35],"where":[36],"objects":[37],"may":[38],"appear":[39],"in":[40],"obscure":[41],"poses":[42],"from":[43,114],"certain":[44],"view":[45,79,91,109,117,149,172,184],"points,":[46],"use":[48],"differing":[50],"simultaneous":[51],"can":[53,110,126],"improve":[54],"object":[55,71],"detection.":[56],"Therefore,":[57],"we":[58],"propose":[59],"a":[60,85,162,170,177,182],"multi-view":[61,156,203],"fusion":[62],"network":[63],"to":[64],"enrich":[65],"backbone":[67],"features":[68],"standard":[70,147],"architectures":[73],"across":[74,129],"source":[76,96,116],"and":[77,141,176],"target":[78,90,108],"points.":[80],"Our":[81,120,159],"method":[82,160],"consists":[83],"transformer":[86,157],"decoder":[87],"for":[88],"that":[92,189],"combines":[93],"remaining":[95],"feature":[98,104,112],"maps.":[99],"this":[101],"way,":[102],"representation":[105],"aggregate":[111],"through":[118],"architecture":[121],"is":[122],"detector-agnostic,":[123],"meaning":[124],"it":[125],"be":[127],"applied":[128],"any":[130],"existing":[131],"backbone.":[133],"We":[134,187],"evaluate":[135],"performance":[136,150,201],"YOLOX,":[138],"Deformable":[139],"DETR":[140],"Swin":[142],"Transformer":[143],"baseline":[144],"detectors,":[145],"comparing":[146],"single":[148],"against":[151],"addition":[153],"our":[155],"architecture.":[158],"achieves":[161],"3%":[163],"increase":[164,180],"COCO":[167],"AP":[168],"over":[169],"four":[171],"X-ray":[173],"security":[174],"dataset":[175],"slight":[178],"0.7%":[179],"on":[181],"seven":[183],"pedestrian":[185],"dataset.":[186],"demonstrate":[188],"integration":[191],"different":[193],"attention-based":[196],"networks":[197],"improves":[198],"datasets.":[204],"<sup":[205],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[206],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sup>":[207]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}