{"id":"https://openalex.org/W2989812746","doi":"https://doi.org/10.1109/wacv45572.2020.9093541","title":"Learning Discriminative and Generalizable Representations by Spatial-Channel Partition for Person Re-Identification","display_name":"Learning Discriminative and Generalizable Representations by Spatial-Channel Partition for Person Re-Identification","publication_year":2020,"publication_date":"2020-03-01","ids":{"openalex":"https://openalex.org/W2989812746","doi":"https://doi.org/10.1109/wacv45572.2020.9093541","mag":"2989812746"},"language":"en","primary_location":{"id":"doi:10.1109/wacv45572.2020.9093541","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wacv45572.2020.9093541","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Winter Conference on Applications of Computer Vision (WACV)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-02374246","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100353581","display_name":"Hao Chen","orcid":"https://orcid.org/0000-0002-6853-3298"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Hao Chen","raw_affiliation_strings":["Inria, Stars Project-Team, University of C\u00f4te d\u2019Azur, France","Inria, Stars Project-Team, University of C\u00f4te d'Azur, France"],"affiliations":[{"raw_affiliation_string":"Inria, Stars Project-Team, University of C\u00f4te d\u2019Azur, France","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"Inria, Stars Project-Team, University of C\u00f4te d'Azur, France","institution_ids":["https://openalex.org/I1326498283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036606291","display_name":"Benoit Lagadec","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Benoit Lagadec","raw_affiliation_strings":["European Systems Integration, France"],"affiliations":[{"raw_affiliation_string":"European Systems Integration, France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037298642","display_name":"Fran\u00e7ois Br\u00e9mond","orcid":"https://orcid.org/0000-0003-2988-2142"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Francois Bremond","raw_affiliation_strings":["Inria, Stars Project-Team, University of C\u00f4te d\u2019Azur, France","Inria, Stars Project-Team, University of C\u00f4te d'Azur, France"],"affiliations":[{"raw_affiliation_string":"Inria, Stars Project-Team, University of C\u00f4te d\u2019Azur, France","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"Inria, Stars Project-Team, University of C\u00f4te d'Azur, France","institution_ids":["https://openalex.org/I1326498283"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100353581"],"corresponding_institution_ids":["https://openalex.org/I1326498283"],"apc_list":null,"apc_paid":null,"fwci":2.4528,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.90798309,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2472","last_page":"2481"},"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":0.9973000288009644,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9969000220298767,"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":0.8138432502746582},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.703569769859314},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6501740217208862},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.5806049704551697},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5475077629089355},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5084037184715271},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.48070651292800903},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.45200249552726746},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.3163127601146698},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.12001463770866394},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07118946313858032},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.07029291987419128}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8138432502746582},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.703569769859314},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6501740217208862},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.5806049704551697},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5475077629089355},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5084037184715271},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.48070651292800903},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.45200249552726746},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.3163127601146698},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.12001463770866394},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07118946313858032},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.07029291987419128},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wacv45572.2020.9093541","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wacv45572.2020.9093541","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Winter Conference on Applications of Computer Vision (WACV)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-02374246v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02374246","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"WACV 2020 - IEEE Winter Conference on Applications of Computer Vision, Mar 2020, Snowmass Village, United States","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-02374246v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02374246","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"WACV 2020 - IEEE Winter Conference on Applications of Computer Vision, Mar 2020, Snowmass Village, United States","raw_type":"Conference papers"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.7400000095367432,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W1518138188","https://openalex.org/W1686810756","https://openalex.org/W1836465849","https://openalex.org/W1949591461","https://openalex.org/W1979260620","https://openalex.org/W1982925187","https://openalex.org/W2042436258","https://openalex.org/W2048110836","https://openalex.org/W2108598243","https://openalex.org/W2120419212","https://openalex.org/W2194775991","https://openalex.org/W2204750386","https://openalex.org/W2342611082","https://openalex.org/W2511791013","https://openalex.org/W2520433280","https://openalex.org/W2549139847","https://openalex.org/W2584637367","https://openalex.org/W2585635281","https://openalex.org/W2598634450","https://openalex.org/W2612445135","https://openalex.org/W2618530766","https://openalex.org/W2724213014","https://openalex.org/W2752782242","https://openalex.org/W2785523195","https://openalex.org/W2794704438","https://openalex.org/W2795758732","https://openalex.org/W2895786668","https://openalex.org/W2896016251","https://openalex.org/W2896888563","https://openalex.org/W2954765307","https://openalex.org/W2957037461","https://openalex.org/W2962835968","https://openalex.org/W2962858109","https://openalex.org/W2962926870","https://openalex.org/W2963000559","https://openalex.org/W2963180826","https://openalex.org/W2963420686","https://openalex.org/W2963495494","https://openalex.org/W2963557071","https://openalex.org/W2963842104","https://openalex.org/W2963983343","https://openalex.org/W2964261250","https://openalex.org/W2979931389","https://openalex.org/W3098711604","https://openalex.org/W3100506510","https://openalex.org/W3100927979","https://openalex.org/W4297775537","https://openalex.org/W6631178364","https://openalex.org/W6637373629","https://openalex.org/W6638667902","https://openalex.org/W6725558437","https://openalex.org/W6726951882","https://openalex.org/W6735531217","https://openalex.org/W6737664043","https://openalex.org/W6745799943","https://openalex.org/W6747428963","https://openalex.org/W6747620207","https://openalex.org/W6749648724","https://openalex.org/W6749954789","https://openalex.org/W6752477645","https://openalex.org/W6755127273","https://openalex.org/W6755429268"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"In":[0,79],"Person":[1,77],"Re-Identification":[2],"(Re-ID)":[3],"task,":[4],"combining":[5],"local":[6],"and":[7,19,57,105,118,132,134,154],"global":[8,26],"features":[9],"is":[10],"a":[11,84],"common":[12],"strategy":[13],"to":[14,64,86,113],"overcome":[15],"missing":[16],"key":[17],"parts":[18],"misalignment":[20],"on":[21,25,44,50,97,123],"models":[22,41],"based":[23],"only":[24],"features.":[27],"Using":[28],"this":[29,80,98],"combination,":[30],"neural":[31],"networks":[32],"yield":[33],"impressive":[34],"performance":[35,142],"in":[36,76,93,111,151],"Re-ID":[37,94,157],"task.":[38,95],"Previous":[39],"part-based":[40],"mainly":[42],"focus":[43],"spatial":[45,117],"partition":[46,70,92,107],"strategies.":[47],"Recently,":[48],"operations":[49],"channel":[51,69,91,119],"information,":[52],"such":[53],"as":[54],"Group":[55],"Normalization":[56],"Channel":[58,106],"Attention,":[59],"have":[60],"brought":[61],"significant":[62],"progress":[63],"various":[65],"visual":[66],"tasks.":[67,158],"However,":[68],"has":[71],"not":[72],"drawn":[73],"much":[74],"attention":[75],"Re-ID.":[78],"paper,":[81],"we":[82,100],"conduct":[83],"study":[85],"exploit":[87,115],"the":[88,141],"potential":[89],"of":[90,143],"Based":[96],"study,":[99],"propose":[101],"an":[102],"end-to-end":[103],"Spatial":[104],"Representation":[108],"network":[109],"(SCR)":[110],"order":[112],"better":[114],"both":[116,152],"information.":[120],"Experiments":[121],"conducted":[122],"three":[124],"mainstream":[125],"image-based":[126],"evaluation":[127,137],"protocols":[128],"including":[129],"Market-1501,":[130],"DukeMTMC-ReID":[131],"CUHK03":[133],"one":[135],"video-based":[136],"protocol":[138],"MARS":[139],"validate":[140],"our":[144],"model,":[145],"which":[146],"outperforms":[147],"previous":[148],"state-of-":[149],"the-art":[150],"single":[153],"cross":[155],"domain":[156]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}