{"id":"https://openalex.org/W4304142227","doi":"https://doi.org/10.1109/icac55051.2022.9911150","title":"Attribute Guided Graph Convolutional Network with Stronger Generalization for Person Re-identification","display_name":"Attribute Guided Graph Convolutional Network with Stronger Generalization for Person Re-identification","publication_year":2022,"publication_date":"2022-09-01","ids":{"openalex":"https://openalex.org/W4304142227","doi":"https://doi.org/10.1109/icac55051.2022.9911150"},"language":"en","primary_location":{"id":"doi:10.1109/icac55051.2022.9911150","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icac55051.2022.9911150","pdf_url":null,"source":{"id":"https://openalex.org/S4363608428","display_name":"2022 27th International Conference on Automation and Computing (ICAC)","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 27th International Conference on Automation and Computing (ICAC)","raw_type":"proceedings-article"},"type":"article","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/A5002274451","display_name":"Jiaye Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]},{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I4210137766","display_name":"Institute for Advanced Study","ror":"https://ror.org/03xg85719","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210137766"]}],"countries":["CN","DE"],"is_corresponding":false,"raw_author_name":"Jiaye Yang","raw_affiliation_strings":["Shenzhen Institute of Advanced Study, University of Electronic Science and Technology of China,Shenzhen,China","Shenzhen Institute of Advanced Study, University of Electronic Science and Technology of China, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Institute of Advanced Study, University of Electronic Science and Technology of China,Shenzhen,China","institution_ids":["https://openalex.org/I4210137766"]},{"raw_affiliation_string":"Shenzhen Institute of Advanced Study, University of Electronic Science and Technology of China, Shenzhen, China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100764267","display_name":"Yuxi Chen","orcid":"https://orcid.org/0000-0003-1714-6391"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]},{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I4210137766","display_name":"Institute for Advanced Study","ror":"https://ror.org/03xg85719","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210137766"]}],"countries":["CN","DE"],"is_corresponding":false,"raw_author_name":"Yuxi Chen","raw_affiliation_strings":["Shenzhen Institute of Advanced Study, University of Electronic Science and Technology of China,Shenzhen,China","Shenzhen Institute of Advanced Study, University of Electronic Science and Technology of China, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Institute of Advanced Study, University of Electronic Science and Technology of China,Shenzhen,China","institution_ids":["https://openalex.org/I4210137766"]},{"raw_affiliation_string":"Shenzhen Institute of Advanced Study, University of Electronic Science and Technology of China, Shenzhen, China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100358523","display_name":"Jianfeng Wang","orcid":"https://orcid.org/0000-0003-0932-3060"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]},{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I4210137766","display_name":"Institute for Advanced Study","ror":"https://ror.org/03xg85719","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210137766"]}],"countries":["CN","DE"],"is_corresponding":false,"raw_author_name":"Jianfeng Wang","raw_affiliation_strings":["Shenzhen Institute of Advanced Study, University of Electronic Science and Technology of China,Shenzhen,China","Shenzhen Institute of Advanced Study, University of Electronic Science and Technology of China, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Institute of Advanced Study, University of Electronic Science and Technology of China,Shenzhen,China","institution_ids":["https://openalex.org/I4210137766"]},{"raw_affiliation_string":"Shenzhen Institute of Advanced Study, University of Electronic Science and Technology of China, Shenzhen, China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101769647","display_name":"Xue Zhou","orcid":"https://orcid.org/0000-0003-1654-2157"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]},{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I4210137766","display_name":"Institute for Advanced Study","ror":"https://ror.org/03xg85719","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210137766"]}],"countries":["CN","DE"],"is_corresponding":false,"raw_author_name":"Xue Zhou","raw_affiliation_strings":["Shenzhen Institute of Advanced Study, University of Electronic Science and Technology of China,Shenzhen,China","Shenzhen Institute of Advanced Study, University of Electronic Science and Technology of China, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Institute of Advanced Study, University of Electronic Science and Technology of China,Shenzhen,China","institution_ids":["https://openalex.org/I4210137766"]},{"raw_affiliation_string":"Shenzhen Institute of Advanced Study, University of Electronic Science and Technology of China, Shenzhen, China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027642367","display_name":"Jianxiao Zou","orcid":"https://orcid.org/0000-0002-8676-8322"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]},{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I4210137766","display_name":"Institute for Advanced Study","ror":"https://ror.org/03xg85719","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210137766"]}],"countries":["CN","DE"],"is_corresponding":false,"raw_author_name":"Jianxiao Zou","raw_affiliation_strings":["Shenzhen Institute of Advanced Study, University of Electronic Science and Technology of China,Shenzhen,China","Shenzhen Institute of Advanced Study, University of Electronic Science and Technology of China, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Institute of Advanced Study, University of Electronic Science and Technology of China,Shenzhen,China","institution_ids":["https://openalex.org/I4210137766"]},{"raw_affiliation_string":"Shenzhen Institute of Advanced Study, University of Electronic Science and Technology of China, Shenzhen, China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100369235","display_name":"Yun Li","orcid":"https://orcid.org/0000-0003-1490-2657"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]},{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I4210137766","display_name":"Institute for Advanced Study","ror":"https://ror.org/03xg85719","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210137766"]}],"countries":["CN","DE"],"is_corresponding":false,"raw_author_name":"Yun Li","raw_affiliation_strings":["Shenzhen Institute of Advanced Study, University of Electronic Science and Technology of China,Shenzhen,China","Shenzhen Institute of Advanced Study, University of Electronic Science and Technology of China, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Institute of Advanced Study, University of Electronic Science and Technology of China,Shenzhen,China","institution_ids":["https://openalex.org/I4210137766"]},{"raw_affiliation_string":"Shenzhen Institute of Advanced Study, University of Electronic Science and Technology of China, Shenzhen, China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09519415,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"10","issue":null,"first_page":"1","last_page":"6"},"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9951000213623047,"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/discriminative-model","display_name":"Discriminative model","score":0.8759315609931946},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7899892330169678},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.6782282590866089},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6426526308059692},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6072365641593933},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5944020748138428},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.49066150188446045},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.474433571100235},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4719723165035248},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.45951998233795166},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.45643484592437744},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.4172438979148865},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4102746248245239},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38396698236465454},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.17661944031715393},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08442926406860352}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.8759315609931946},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7899892330169678},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6782282590866089},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6426526308059692},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6072365641593933},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5944020748138428},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.49066150188446045},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.474433571100235},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4719723165035248},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.45951998233795166},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.45643484592437744},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.4172438979148865},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4102746248245239},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38396698236465454},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.17661944031715393},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08442926406860352},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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":1,"locations":[{"id":"doi:10.1109/icac55051.2022.9911150","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icac55051.2022.9911150","pdf_url":null,"source":{"id":"https://openalex.org/S4363608428","display_name":"2022 27th International Conference on Automation and Computing (ICAC)","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 27th International Conference on Automation and Computing (ICAC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W2106053110","https://openalex.org/W2194775991","https://openalex.org/W2204750386","https://openalex.org/W2511791013","https://openalex.org/W2520774990","https://openalex.org/W2604463754","https://openalex.org/W2891175865","https://openalex.org/W2921310091","https://openalex.org/W2948058585","https://openalex.org/W2963049565","https://openalex.org/W2963076818","https://openalex.org/W2963557071","https://openalex.org/W2964015378","https://openalex.org/W2967515867","https://openalex.org/W2968039979","https://openalex.org/W2970416732","https://openalex.org/W2971402774","https://openalex.org/W2979938149","https://openalex.org/W2996249958","https://openalex.org/W3080606204","https://openalex.org/W3083912307","https://openalex.org/W3092336341","https://openalex.org/W3102668440","https://openalex.org/W4297733535","https://openalex.org/W6675751002","https://openalex.org/W6687888618","https://openalex.org/W6726873649","https://openalex.org/W6726946684","https://openalex.org/W6782958630","https://openalex.org/W6785238604"],"related_works":["https://openalex.org/W4389116644","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W3119773509","https://openalex.org/W3208297503","https://openalex.org/W2889153461","https://openalex.org/W2964117661","https://openalex.org/W4388405611","https://openalex.org/W2619127353","https://openalex.org/W4285218279"],"abstract_inverted_index":{"Person":[0],"re-identification(ReID)":[1],"aims":[2],"to":[3,24,63,80,84,97],"match":[4],"and":[5,27,42,118,133],"track":[6],"people":[7],"in":[8,32],"a":[9,18,65,104,130],"surveillance":[10],"system":[11],"with":[12,67,100],"non-overlapping":[13],"camera":[14],"views.":[15],"It":[16],"is":[17,75],"key":[19],"challenge":[20],"for":[21],"person":[22,29,37,44,82,87],"ReID":[23],"learn":[25],"robust":[26],"discriminative":[28],"representations.":[30],"However,":[31],"the":[33,47,57,78,109],"real":[34],"world,":[35],"similar":[36],"appearance,":[38],"different":[39],"image":[40],"angles":[41],"changing":[43],"attributes":[45,83,99],"make":[46],"task":[48],"very":[49],"difficult.":[50],"To":[51],"tackle":[52],"this":[53],"problem,":[54],"we":[55,92],"propose":[56],"attribute":[58,72],"guided":[59],"graph":[60,94],"convolutional":[61,95],"networks(AG-GCN)":[62],"design":[64],"model":[66],"stronger":[68],"generalization.":[69],"Specifically,":[70],"an":[71],"transfer":[73],"module":[74],"introduced":[76],"into":[77],"framework":[79],"revise":[81],"obtain":[85],"diverse":[86],"feature":[88],"expression.":[89],"In":[90],"addition,":[91],"apply":[93],"networks":[96],"combine":[98],"body":[101],"parts":[102],"as":[103],"more":[105],"fine-grained":[106],"representation":[107],"of":[108],"person.":[110],"The":[111],"experiment":[112],"results":[113],"conducted":[114],"on":[115,129,136],"Market":[116],"1501":[117],"DukeMTMCReID":[119],"datasets":[120],"show":[121],"that":[122],"our":[123],"method":[124],"outperforms":[125],"state-of-the-art":[126],"attribute-based":[127],"methods":[128],"single":[131],"dataset":[132],"generalizes":[134],"better":[135],"other":[137],"datasets.":[138]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
