{"id":"https://openalex.org/W4308235954","doi":"https://doi.org/10.1109/icip46576.2022.9897866","title":"Person Re-Identification in Panoramic Views Based on Bayesian Transformers","display_name":"Person Re-Identification in Panoramic Views Based on Bayesian Transformers","publication_year":2022,"publication_date":"2022-10-16","ids":{"openalex":"https://openalex.org/W4308235954","doi":"https://doi.org/10.1109/icip46576.2022.9897866"},"language":"en","primary_location":{"id":"doi:10.1109/icip46576.2022.9897866","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip46576.2022.9897866","pdf_url":null,"source":{"id":"https://openalex.org/S4363607719","display_name":"2022 IEEE International Conference on Image Processing (ICIP)","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 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5064016745","display_name":"Wenfeng Song","orcid":"https://orcid.org/0000-0002-5101-1071"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenfeng Song","raw_affiliation_strings":["Beijing Information Science and Technology University,Computer School","Computer School, Beijing Information Science and Technology University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Information Science and Technology University,Computer School","institution_ids":["https://openalex.org/I78675632"]},{"raw_affiliation_string":"Computer School, Beijing Information Science and Technology University","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100390716","display_name":"Xinyu Zhang","orcid":"https://orcid.org/0000-0002-9109-1889"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyu Zhang","raw_affiliation_strings":["Beijing Information Science and Technology University,Computer School","Computer School, Beijing Information Science and Technology University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Information Science and Technology University,Computer School","institution_ids":["https://openalex.org/I78675632"]},{"raw_affiliation_string":"Computer School, Beijing Information Science and Technology University","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077313323","display_name":"Ying Ye","orcid":"https://orcid.org/0000-0002-7721-5451"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Ye","raw_affiliation_strings":["Beijing Information Science and Technology University,Computer School","Computer School, Beijing Information Science and Technology University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Information Science and Technology University,Computer School","institution_ids":["https://openalex.org/I78675632"]},{"raw_affiliation_string":"Computer School, Beijing Information Science and Technology University","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101489329","display_name":"Yang Gao","orcid":"https://orcid.org/0000-0002-9149-3554"},"institutions":[{"id":"https://openalex.org/I4392738276","display_name":"State Key Laboratory of Virtual Reality Technology and Systems","ror":"https://ror.org/0009eea46","country_code":null,"type":"facility","lineage":["https://openalex.org/I4392738276","https://openalex.org/I82880672"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Gao","raw_affiliation_strings":["Beihang University,State Key Laboratory of Virtual Reality Technology and Systems","State Key Laboratory of Virtual Reality Technology and Systems, Beihang University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University,State Key Laboratory of Virtual Reality Technology and Systems","institution_ids":["https://openalex.org/I4392738276","https://openalex.org/I82880672"]},{"raw_affiliation_string":"State Key Laboratory of Virtual Reality Technology and Systems, Beihang University","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026759570","display_name":"Yifan Guo","orcid":"https://orcid.org/0000-0002-9700-5005"},"institutions":[{"id":"https://openalex.org/I4392738276","display_name":"State Key Laboratory of Virtual Reality Technology and Systems","ror":"https://ror.org/0009eea46","country_code":null,"type":"facility","lineage":["https://openalex.org/I4392738276","https://openalex.org/I82880672"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifan Guo","raw_affiliation_strings":["Beihang University,State Key Laboratory of Virtual Reality Technology and Systems","State Key Laboratory of Virtual Reality Technology and Systems, Beihang University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University,State Key Laboratory of Virtual Reality Technology and Systems","institution_ids":["https://openalex.org/I4392738276","https://openalex.org/I82880672"]},{"raw_affiliation_string":"State Key Laboratory of Virtual Reality Technology and Systems, Beihang University","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035153076","display_name":"Aimin Hao","orcid":"https://orcid.org/0000-0002-5774-6706"},"institutions":[{"id":"https://openalex.org/I4392738276","display_name":"State Key Laboratory of Virtual Reality Technology and Systems","ror":"https://ror.org/0009eea46","country_code":null,"type":"facility","lineage":["https://openalex.org/I4392738276","https://openalex.org/I82880672"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aimin Hao","raw_affiliation_strings":["Beihang University,State Key Laboratory of Virtual Reality Technology and Systems","State Key Laboratory of Virtual Reality Technology and Systems, Beihang University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University,State Key Laboratory of Virtual Reality Technology and Systems","institution_ids":["https://openalex.org/I4392738276","https://openalex.org/I82880672"]},{"raw_affiliation_string":"State Key Laboratory of Virtual Reality Technology and Systems, Beihang University","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090010416","display_name":"Xia Hou","orcid":"https://orcid.org/0000-0001-6006-4215"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xia Hou","raw_affiliation_strings":["Beijing Information Science and Technology University,Computer School","Computer School, Beijing Information Science and Technology University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Information Science and Technology University,Computer School","institution_ids":["https://openalex.org/I78675632"]},{"raw_affiliation_string":"Computer School, Beijing Information Science and Technology University","institution_ids":["https://openalex.org/I78675632"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3778","last_page":"3782"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":1.0,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":1.0,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9965000152587891,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9955000281333923,"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/computer-science","display_name":"Computer science","score":0.7330259680747986},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7088638544082642},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.6935935616493225},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5945965647697449},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5428109765052795},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5412494540214539},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5197876691818237},{"id":"https://openalex.org/keywords/occlusion","display_name":"Occlusion","score":0.49652963876724243},{"id":"https://openalex.org/keywords/perspective-distortion","display_name":"Perspective distortion","score":0.47529280185699463},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38898947834968567},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3689200282096863},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1258375644683838},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09843021631240845}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7330259680747986},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7088638544082642},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6935935616493225},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5945965647697449},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5428109765052795},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5412494540214539},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5197876691818237},{"id":"https://openalex.org/C2776268601","wikidata":"https://www.wikidata.org/wiki/Q968808","display_name":"Occlusion","level":2,"score":0.49652963876724243},{"id":"https://openalex.org/C2779989122","wikidata":"https://www.wikidata.org/wiki/Q15889487","display_name":"Perspective distortion","level":3,"score":0.47529280185699463},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38898947834968567},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3689200282096863},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1258375644683838},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09843021631240845},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip46576.2022.9897866","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip46576.2022.9897866","pdf_url":null,"source":{"id":"https://openalex.org/S4363607719","display_name":"2022 IEEE International Conference on Image Processing (ICIP)","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 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.75,"display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321125","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56"},{"id":"https://openalex.org/F4320321793","display_name":"Beijing Municipal Education Commission","ror":"https://ror.org/04bpn6s66"},{"id":"https://openalex.org/F4320326839","display_name":"State Key Laboratory of Virtual Reality Technology and Systems","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1947481528","https://openalex.org/W2060744726","https://openalex.org/W2194775991","https://openalex.org/W2432402544","https://openalex.org/W2520433280","https://openalex.org/W2531440880","https://openalex.org/W2551012455","https://openalex.org/W2585006962","https://openalex.org/W2604463754","https://openalex.org/W2795726520","https://openalex.org/W2899244518","https://openalex.org/W2901954199","https://openalex.org/W2909494862","https://openalex.org/W2971612271","https://openalex.org/W3036967712","https://openalex.org/W3090251509","https://openalex.org/W3098711604","https://openalex.org/W3100555577","https://openalex.org/W3115484111","https://openalex.org/W3166396011","https://openalex.org/W3170863103","https://openalex.org/W3174803757","https://openalex.org/W3175823695","https://openalex.org/W3176793698","https://openalex.org/W3208314443","https://openalex.org/W4214736485","https://openalex.org/W6728374919","https://openalex.org/W6764790789","https://openalex.org/W6790544691","https://openalex.org/W6791353385","https://openalex.org/W6796761347","https://openalex.org/W6803316292"],"related_works":["https://openalex.org/W4389116644","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W259157601","https://openalex.org/W4205463238","https://openalex.org/W2761785940","https://openalex.org/W1482209366","https://openalex.org/W2110523656","https://openalex.org/W2521627374","https://openalex.org/W2981954115"],"abstract_inverted_index":{"The":[0,64],"panoramic":[1,127],"view":[2,128],"cameras":[3],"offer":[4],"more":[5,25],"broad":[6],"perspectives":[7],"and":[8,23,114,126],"continuous":[9],"information":[10],"for":[11],"person":[12,113],"re-identification":[13],"(ReID).":[14],"However,":[15],"the":[16,29,47,55,61,81,90,97,107,112,132],"panoramic-view":[17],"videos":[18],"suffer":[19],"from":[20],"objects":[21],"distortion":[22],"bring":[24],"occlusion":[26,48,91,109],"due":[27],"to":[28,44,53,87,95],"fixed":[30],"or":[31],"moving":[32],"capture":[33,46],"points.":[34],"This":[35],"paper":[36],"proposes":[37],"a":[38,70,101],"novel":[39],"Bayesian":[40,51,65],"Transformer":[41],"Network":[42],"(BTN)":[43],"adaptively":[45],"clues":[49,110],"as":[50],"prior":[52,66],"guide":[54],"discriminative":[56],"pedestrian-related":[57],"feature":[58],"extraction":[59],"in":[60],"high-occlusion":[62],"scenes.":[63],"is":[67],"built":[68],"via":[69],"pre-trained":[71],"CNN,":[72],"which":[73,130],"could":[74,118],"recognize":[75],"different":[76],"occluded":[77],"scenarios":[78],"based":[79],"on":[80,122],"severeness":[82],"of":[83,134],"noisy":[84],"backgrounds.":[85],"Moreover,":[86],"fully":[88],"explore":[89],"prior,":[92],"we":[93],"propose":[94],"embed":[96],"semantic":[98],"labels":[99],"into":[100],"well-designed":[102],"transformer":[103],"network.":[104],"By":[105],"fostering":[106],"collaborative":[108],"between":[111],"background,":[115],"our":[116,135],"method":[117],"achieve":[119],"outstanding":[120],"performance":[121],"both":[123],"public":[124],"benchmarks":[125],"videos,":[129],"verifies":[131],"advantages":[133],"BTN":[136],"framework":[137],"over":[138],"existing":[139],"methods.":[140]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}