{"id":"https://openalex.org/W2971430898","doi":"https://doi.org/10.1109/tifs.2019.2938870","title":"Person Re-Identification Using Spatial and Layer-Wise Attention","display_name":"Person Re-Identification Using Spatial and Layer-Wise Attention","publication_year":2019,"publication_date":"2019-09-05","ids":{"openalex":"https://openalex.org/W2971430898","doi":"https://doi.org/10.1109/tifs.2019.2938870","mag":"2971430898"},"language":"en","primary_location":{"id":"doi:10.1109/tifs.2019.2938870","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2019.2938870","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Information Forensics and Security","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://vbn.aau.dk/da/publications/fbd549f2-f61f-41b4-a0fa-0030c1321853","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066296846","display_name":"Aske R. Lejb\u00f8lle","orcid":"https://orcid.org/0000-0002-2306-7617"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Aske Rasch Lejbolle","raw_affiliation_strings":["Veovo, Vodskov, Denmark","Department of Architecture, Visual Analysis of People Laboratory, Design and Media Technology, Aalborg University, Aalborg, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Veovo, Vodskov, Denmark","institution_ids":[]},{"raw_affiliation_string":"Department of Architecture, Visual Analysis of People Laboratory, Design and Media Technology, Aalborg University, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041199606","display_name":"Kamal Nasrollahi","orcid":"https://orcid.org/0000-0002-1953-0429"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Kamal Nasrollahi","raw_affiliation_strings":["Department of Architecture, Visual Analysis of People Laboratory, Design and Media Technology, Aalborg University, Aalborg, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Architecture, Visual Analysis of People Laboratory, Design and Media Technology, Aalborg University, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035519573","display_name":"Benjamin Krogh","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Benjamin Krogh","raw_affiliation_strings":["Veovo, Vodskov, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Veovo, Vodskov, Denmark","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022176859","display_name":"Thomas B. Moeslund","orcid":"https://orcid.org/0000-0001-7584-5209"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Thomas B. Moeslund","raw_affiliation_strings":["Veovo, Vodskov, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Veovo, Vodskov, Denmark","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7866,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.88552199,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"15","issue":null,"first_page":"1216","last_page":"1231"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","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/T10331","display_name":"Video Surveillance and Tracking Methods","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/T11448","display_name":"Face recognition and analysis","score":0.9976999759674072,"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7161513566970825},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6450574398040771},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.5709496140480042},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3301589787006378},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.09967407584190369}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7161513566970825},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6450574398040771},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.5709496140480042},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3301589787006378},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.09967407584190369},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","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},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tifs.2019.2938870","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2019.2938870","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Information Forensics and Security","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:openaire/fbd549f2-f61f-41b4-a0fa-0030c1321853","is_oa":true,"landing_page_url":"https://vbn.aau.dk/da/publications/fbd549f2-f61f-41b4-a0fa-0030c1321853","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lejb\u00f8lle, A R, Nasrollahi, K, Krogh, B & Moeslund, T B 2019, 'Person Re-identification Using Spatial and Layer-Wise Attention', I E E E Transactions on Information Forensics and Security, vol. 15, 8826013, pp. 1216 - 1231. https://doi.org/10.1109/TIFS.2019.2938870","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire/fbd549f2-f61f-41b4-a0fa-0030c1321853","is_oa":true,"landing_page_url":"https://vbn.aau.dk/da/publications/fbd549f2-f61f-41b4-a0fa-0030c1321853","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lejb\u00f8lle, A R, Nasrollahi, K, Krogh, B & Moeslund, T B 2019, 'Person Re-identification Using Spatial and Layer-Wise Attention', I E E E Transactions on Information Forensics and Security, vol. 15, 8826013, pp. 1216 - 1231. https://doi.org/10.1109/TIFS.2019.2938870","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.699999988079071}],"awards":[{"id":"https://openalex.org/G4232337163","display_name":null,"funder_award_id":"5189-00222B","funder_id":"https://openalex.org/F4320313796","funder_display_name":"Innovationsfonden"}],"funders":[{"id":"https://openalex.org/F4320313796","display_name":"Innovationsfonden","ror":"https://ror.org/00daj4111"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":77,"referenced_works":["https://openalex.org/W157648163","https://openalex.org/W603908379","https://openalex.org/W1514535095","https://openalex.org/W1593727536","https://openalex.org/W1836465849","https://openalex.org/W1849277567","https://openalex.org/W1928419358","https://openalex.org/W1949591461","https://openalex.org/W1982925187","https://openalex.org/W2068042582","https://openalex.org/W2097117768","https://openalex.org/W2133564696","https://openalex.org/W2135442311","https://openalex.org/W2157598322","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2204750386","https://openalex.org/W2300840837","https://openalex.org/W2344924411","https://openalex.org/W2432402544","https://openalex.org/W2433217581","https://openalex.org/W2467139031","https://openalex.org/W2472272718","https://openalex.org/W2478068293","https://openalex.org/W2520433280","https://openalex.org/W2523049145","https://openalex.org/W2531440880","https://openalex.org/W2570343428","https://openalex.org/W2584992898","https://openalex.org/W2590973145","https://openalex.org/W2591961134","https://openalex.org/W2601159489","https://openalex.org/W2604211872","https://openalex.org/W2612795078","https://openalex.org/W2736410039","https://openalex.org/W2737030113","https://openalex.org/W2740096464","https://openalex.org/W2740957961","https://openalex.org/W2752782242","https://openalex.org/W2765995039","https://openalex.org/W2766623491","https://openalex.org/W2789221157","https://openalex.org/W2798775284","https://openalex.org/W2893813411","https://openalex.org/W2894881218","https://openalex.org/W2898143381","https://openalex.org/W2900298061","https://openalex.org/W2910219960","https://openalex.org/W2962691289","https://openalex.org/W2962706983","https://openalex.org/W2962926870","https://openalex.org/W2963047834","https://openalex.org/W2963163009","https://openalex.org/W2963322158","https://openalex.org/W2963420686","https://openalex.org/W2963495494","https://openalex.org/W2963736028","https://openalex.org/W2963854696","https://openalex.org/W2963956866","https://openalex.org/W2964044605","https://openalex.org/W2964105113","https://openalex.org/W2964163358","https://openalex.org/W2964304299","https://openalex.org/W2964308564","https://openalex.org/W2964346648","https://openalex.org/W3098057481","https://openalex.org/W3100555577","https://openalex.org/W6618372016","https://openalex.org/W6630875275","https://openalex.org/W6638667902","https://openalex.org/W6679434410","https://openalex.org/W6684191040","https://openalex.org/W6721677572","https://openalex.org/W6726951882","https://openalex.org/W6728374919","https://openalex.org/W6735928739","https://openalex.org/W6748052448"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Person":[0],"re-identification":[1],"requires":[2],"extraction":[3],"of":[4,17,53,68,234],"discriminative":[5,66,140],"features":[6,90,101,184,196],"to":[7,39,80,131,156,177,238],"ensure":[8],"a":[9,37,40,58,124,149,166,173,198,219],"correct":[10],"match;":[11],"this":[12],"must":[13,70],"be":[14,29,71,78,97,112],"done":[15,113],"independent":[16],"challenges,":[18],"such":[19],"as":[20,47,172],"occlusion,":[21],"view,":[22],"or":[23],"lighting":[24],"changes.":[25],"While":[26],"occlusion":[27],"can":[28],"eliminated":[30],"by":[31,242],"changing":[32],"the":[33,48,64,108,188,215,232,235,248],"camera":[34],"setup":[35],"from":[36],"horizontal":[38],"vertical":[41],"(overhead)":[42],"viewpoint,":[43],"other":[44],"challenges":[45],"arise":[46],"total":[49],"visible":[50],"surface":[51],"area":[52],"persons":[54,69],"is":[55,129,154],"decreased.":[56],"As":[57],"result,":[59],"methods":[60],"that":[61],"focus":[62],"on":[63,107,187,205,218,247],"most":[65],"regions":[67],"applied,":[72],"while":[73,213],"different":[74,82,93,143,161],"domains":[75,119],"should":[76,96,111],"also":[77],"considered":[79],"extract":[81,138],"semantics.":[83],"To":[84,99,137],"further":[85],"increase":[86],"feature":[87,121,244],"discriminability,":[88],"complementary":[89],"extracted":[91],"at":[92,102,160],"abstraction":[94,104,162],"levels":[95,105],"fused.":[98],"emphasize":[100],"certain":[103],"depending":[106,186,246],"input,":[109],"fusion":[110],"intelligently.":[114],"This":[115],"work":[116],"considers":[117],"multiple":[118,240],"and":[120,134,164,180,194,211,227],"discrimination,":[122],"where":[123],"multimodal":[125,199],"convolution":[126],"neural":[127],"network":[128],"applied":[130],"fuse":[132,181],"RGB":[133],"depth":[135],"information.":[136],"multi-local":[139],"features,":[141],"two":[142,206],"attention":[144,151,168],"modules":[145],"are":[146],"proposed:":[147],"(1)":[148],"spatial":[150],"module,":[152,169],"which":[153,170],"able":[155],"capture":[157],"local":[158,182,193],"information":[159],"levels,":[163],"(2)":[165],"layer-wise":[167],"works":[171],"dynamic":[174],"weighting":[175,245],"scheme":[176],"assign":[178],"weights":[179],"abstraction-level":[183],"intelligently,":[185],"input":[189],"image.":[190],"By":[191],"fusing":[192],"global":[195],"in":[197],"context,":[200],"we":[201,230],"show":[202,231],"state-of-the-art":[203,216],"accuracies":[204],"publicly":[207],"available":[208],"datasets,":[209],"DPI-T":[210],"TVPR,":[212],"increasing":[214],"accuracy":[217],"third":[220],"dataset,":[221],"OPR.":[222],"Finally,":[223],"through":[224],"both":[225],"visual":[226],"quantitative":[228],"analysis,":[229],"ability":[233],"proposed":[236],"system":[237],"leverage":[239],"frames,":[241],"adapting":[243],"input.":[249]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}