{"id":"https://openalex.org/W4408280736","doi":"https://doi.org/10.1109/tetci.2025.3543775","title":"AE-Net: Appearance-Enriched Neural Network With Foreground Enhancement for Person Re-Identification","display_name":"AE-Net: Appearance-Enriched Neural Network With Foreground Enhancement for Person Re-Identification","publication_year":2025,"publication_date":"2025-03-10","ids":{"openalex":"https://openalex.org/W4408280736","doi":"https://doi.org/10.1109/tetci.2025.3543775"},"language":"en","primary_location":{"id":"doi:10.1109/tetci.2025.3543775","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2025.3543775","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"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 Emerging Topics in Computational Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.ulster.ac.uk/en/publications/57603128-1000-4459-a92b-eb950cdaef44","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076895776","display_name":"Shangdong Zhu","orcid":"https://orcid.org/0000-0003-4701-2028"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shangdong Zhu","raw_affiliation_strings":["Faculty of Robot Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0003-4701-2028","affiliations":[{"raw_affiliation_string":"Faculty of Robot Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038287028","display_name":"Yunzhou Zhang","orcid":"https://orcid.org/0000-0003-0610-3732"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunzhou Zhang","raw_affiliation_strings":["College of Information Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0003-0610-3732","affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018818552","display_name":"Yixiu Liu","orcid":"https://orcid.org/0000-0002-4630-3774"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yixiu Liu","raw_affiliation_strings":["College of Information Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0002-4630-3774","affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102637010","display_name":"Yu Feng","orcid":"https://orcid.org/0000-0003-1453-8971"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Feng","raw_affiliation_strings":["College of Information Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0003-1453-8971","affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070227862","display_name":"Sonya Coleman","orcid":"https://orcid.org/0000-0002-4676-7640"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sonya Coleman","raw_affiliation_strings":["Intelligent Systems Research Centre, Ulster University, Londonderry, U.K"],"raw_orcid":"https://orcid.org/0000-0002-4676-7640","affiliations":[{"raw_affiliation_string":"Intelligent Systems Research Centre, Ulster University, Londonderry, U.K","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015138346","display_name":"Dermot Kerr","orcid":"https://orcid.org/0000-0002-5077-0658"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Dermot Kerr","raw_affiliation_strings":["Intelligent Systems Research Centre, Ulster University, Londonderry, U.K"],"raw_orcid":"https://orcid.org/0000-0002-5077-0658","affiliations":[{"raw_affiliation_string":"Intelligent Systems Research Centre, Ulster University, Londonderry, U.K","institution_ids":["https://openalex.org/I138801177"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8943,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.71398558,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"9","issue":"5","first_page":"3518","last_page":"3532"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","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"}},"topics":[{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9950000047683716,"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/T10828","display_name":"Biometric Identification and Security","score":0.9266999959945679,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/identification","display_name":"Identification (biology)","score":0.7564376592636108},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5408260822296143},{"id":"https://openalex.org/keywords/net","display_name":"Net (polyhedron)","score":0.5325371623039246},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5083543658256531},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45889946818351746},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3586943745613098},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1345377266407013},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1334630846977234}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7564376592636108},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5408260822296143},{"id":"https://openalex.org/C14166107","wikidata":"https://www.wikidata.org/wiki/Q253829","display_name":"Net (polyhedron)","level":2,"score":0.5325371623039246},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5083543658256531},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45889946818351746},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3586943745613098},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1345377266407013},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1334630846977234},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tetci.2025.3543775","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2025.3543775","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"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 Emerging Topics in Computational Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:openaire/57603128-1000-4459-a92b-eb950cdaef44","is_oa":true,"landing_page_url":"https://pure.ulster.ac.uk/en/publications/57603128-1000-4459-a92b-eb950cdaef44","pdf_url":null,"source":{"id":"https://openalex.org/S4306402454","display_name":"Ulster University Research Portal (Ulster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138801177","host_organization_name":"University of Ulster","host_organization_lineage":["https://openalex.org/I138801177"],"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":"Zhu, S, Zhang, Y, Liu, Y, Feng, Y, Coleman, S & Kerr, D 2025, 'AE-Net: Appearance-Enriched Neural Network With Foreground Enhancement for Person Re-Identification', IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 9, no. 5, pp. 3518-3532. https://doi.org/10.1109/tetci.2025.3543775","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire/57603128-1000-4459-a92b-eb950cdaef44","is_oa":true,"landing_page_url":"https://pure.ulster.ac.uk/en/publications/57603128-1000-4459-a92b-eb950cdaef44","pdf_url":null,"source":{"id":"https://openalex.org/S4306402454","display_name":"Ulster University Research Portal (Ulster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138801177","host_organization_name":"University of Ulster","host_organization_lineage":["https://openalex.org/I138801177"],"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":"Zhu, S, Zhang, Y, Liu, Y, Feng, Y, Coleman, S & Kerr, D 2025, 'AE-Net: Appearance-Enriched Neural Network With Foreground Enhancement for Person Re-Identification', IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 9, no. 5, pp. 3518-3532. https://doi.org/10.1109/tetci.2025.3543775","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2007767059","display_name":null,"funder_award_id":"61471110","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3154569693","display_name":null,"funder_award_id":"WD2C20205500306","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3525649486","display_name":null,"funder_award_id":"2021JH1","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4285396571","display_name":null,"funder_award_id":"61973066","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":72,"referenced_works":["https://openalex.org/W1941498359","https://openalex.org/W1949591461","https://openalex.org/W2108598243","https://openalex.org/W2133665775","https://openalex.org/W2194775991","https://openalex.org/W2204750386","https://openalex.org/W2585635281","https://openalex.org/W2593414223","https://openalex.org/W2752782242","https://openalex.org/W2785286326","https://openalex.org/W2791779647","https://openalex.org/W2798429327","https://openalex.org/W2798775284","https://openalex.org/W2884030607","https://openalex.org/W2887057599","https://openalex.org/W2896888563","https://openalex.org/W2904192190","https://openalex.org/W2954400197","https://openalex.org/W2954626788","https://openalex.org/W2954765307","https://openalex.org/W2955147859","https://openalex.org/W2960065339","https://openalex.org/W2962766801","https://openalex.org/W2962926870","https://openalex.org/W2963047834","https://openalex.org/W2963049565","https://openalex.org/W2963289251","https://openalex.org/W2963637710","https://openalex.org/W2963690547","https://openalex.org/W2963805953","https://openalex.org/W2963968597","https://openalex.org/W2964140013","https://openalex.org/W2964163358","https://openalex.org/W2964186374","https://openalex.org/W2967359135","https://openalex.org/W2971537151","https://openalex.org/W2980073905","https://openalex.org/W2981420411","https://openalex.org/W2983640911","https://openalex.org/W2984040540","https://openalex.org/W2984145721","https://openalex.org/W2989961614","https://openalex.org/W2993954232","https://openalex.org/W2997534673","https://openalex.org/W3007026795","https://openalex.org/W3034236897","https://openalex.org/W3034580371","https://openalex.org/W3035186652","https://openalex.org/W3035252826","https://openalex.org/W3035486808","https://openalex.org/W3092917503","https://openalex.org/W3097870364","https://openalex.org/W3098711604","https://openalex.org/W3114393917","https://openalex.org/W3115484111","https://openalex.org/W3124582122","https://openalex.org/W3126664093","https://openalex.org/W3160639636","https://openalex.org/W3162077979","https://openalex.org/W3166274350","https://openalex.org/W3173635859","https://openalex.org/W3173827247","https://openalex.org/W3195983806","https://openalex.org/W3202312310","https://openalex.org/W3212772362","https://openalex.org/W4224242030","https://openalex.org/W4226265242","https://openalex.org/W4285259379","https://openalex.org/W4289752563","https://openalex.org/W4312453698","https://openalex.org/W4322747009","https://openalex.org/W4386085807"],"related_works":["https://openalex.org/W2912321008","https://openalex.org/W1998607122","https://openalex.org/W2324368075","https://openalex.org/W2972124131","https://openalex.org/W338149487","https://openalex.org/W4403012196","https://openalex.org/W2972032537","https://openalex.org/W150363521","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Person":[0],"re-identification":[1],"(Re-ID)":[2],"in":[3],"environments":[4],"subject":[5],"to":[6,13,43,48,80,106,123,144],"intensive":[7],"appearance":[8,36,83],"and":[9,18,76,98,117,151,161,177],"background":[10,39],"variations":[11],"due":[12],"seasons,":[14],"weather":[15],"conditions,":[16],"illumination":[17],"human":[19],"factors":[20],"is":[21,103,121,142],"a":[22,45,95,115],"challenging":[23],"task.":[24],"A":[25,138],"wide":[26],"variety":[27],"of":[28,84,91,112,127,134],"existing":[29],"algorithms":[30],"address":[31],"this":[32,56,58,155],"problem":[33],"either":[34],"for":[35],"changes":[37],"or":[38],"clutter,":[40],"but":[41],"neglect":[42],"explore":[44],"powerful":[46,109],"framework":[47],"consider":[49],"solving":[50],"both":[51],"cases":[52],"simultaneously.":[53],"To":[54],"overcome":[55],"limitation,":[57],"research":[59],"introduces":[60],"an":[61,77],"effective":[62],"appearance-enriched":[63],"neural":[64],"network":[65],"(AE-Net)":[66],"with":[67,164],"foreground":[68,126],"enhancement":[69],"based":[70],"on":[71,167],"generative":[72],"adversarial":[73],"nets":[74],"(GANs)":[75],"attention":[78],"mechanism":[79],"enrich":[81],"the":[82,89,92,108,125,132,135,158,175,182],"person":[85],"images":[86],"while":[87,130],"suppressing":[88],"influence":[90],"background.":[93,136],"Specifically,":[94],"channel-grouped":[96],"convolution":[97],"squeeze":[99],"weighted":[100],"(CGCSW)":[101],"module":[102,120],"first":[104],"proposed":[105,122,159],"extract":[107],"feature":[110],"representation":[111],"individuals.":[113],"Secondly,":[114],"foreground-enhanced":[116,150],"background-suppressed":[118,152],"(FEBS)":[119],"enhance":[124],"individual":[128],"samples":[129],"weakening":[131],"impact":[133],"Thirdly,":[137],"stage-wise":[139],"consistency":[140],"loss":[141],"presented":[143,183],"enable":[145],"our":[146],"model":[147],"maintain":[148],"consistent":[149],"stages.":[153],"Finally,":[154],"study":[156],"evaluates":[157],"method":[160],"compares":[162],"it":[163],"state-of-the-art":[165],"approaches":[166],"three":[168],"public":[169],"datasets.":[170],"The":[171],"experimental":[172],"results":[173],"demonstrate":[174],"effectiveness":[176],"improvements":[178],"achieved":[179],"by":[180],"using":[181],"architecture.":[184]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-21T07:57:09.225873","created_date":"2025-10-10T00:00:00"}