{"id":"https://openalex.org/W4402353573","doi":"https://doi.org/10.1109/ijcnn60899.2024.10651453","title":"Fine-Grained Depth Knowledge Distillation for Cloth-Changing Person Re-identification","display_name":"Fine-Grained Depth Knowledge Distillation for Cloth-Changing Person Re-identification","publication_year":2024,"publication_date":"2024-06-30","ids":{"openalex":"https://openalex.org/W4402353573","doi":"https://doi.org/10.1109/ijcnn60899.2024.10651453"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn60899.2024.10651453","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn60899.2024.10651453","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Joint Conference on Neural Networks (IJCNN)","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/A5035180093","display_name":"Yuhan Yao","orcid":"https://orcid.org/0000-0001-6747-8509"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhan Yao","raw_affiliation_strings":["Sun Yat-sen University,School of Computer Science and Engineering,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sun Yat-sen University,School of Computer Science and Engineering,China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101192038","display_name":"Jiawei Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiawei Feng","raw_affiliation_strings":["Sun Yat-sen University,School of Computer Science and Engineering,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sun Yat-sen University,School of Computer Science and Engineering,China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115590045","display_name":"Ancong Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ancong Wu","raw_affiliation_strings":["Sun Yat-sen University,School of Computer Science and Engineering,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sun Yat-sen University,School of Computer Science and Engineering,China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039213686","display_name":"Jiangqun Ni","orcid":"https://orcid.org/0000-0002-7520-9031"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangqun Ni","raw_affiliation_strings":["Sun Yat-sen University,School of Cyber Science and Technology,Shenzhen,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sun Yat-sen University,School of Cyber Science and Technology,Shenzhen,China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108050904","display_name":"Wei\u2010Shi Zheng","orcid":"https://orcid.org/0000-0001-8327-0003"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei-Shi Zheng","raw_affiliation_strings":["Sun Yat-sen University,School of Computer Science and Engineering,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sun Yat-sen University,School of Computer Science and Engineering,China","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I157773358"],"apc_list":null,"apc_paid":null,"fwci":0.5259,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.6894276,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9965000152587891,"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":0.9653000235557556,"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/identification","display_name":"Identification (biology)","score":0.6264538764953613},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6149704456329346},{"id":"https://openalex.org/keywords/distillation","display_name":"Distillation","score":0.58979731798172},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42852485179901123},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.07568788528442383}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6264538764953613},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6149704456329346},{"id":"https://openalex.org/C204030448","wikidata":"https://www.wikidata.org/wiki/Q101017","display_name":"Distillation","level":2,"score":0.58979731798172},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42852485179901123},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.07568788528442383},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","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/ijcnn60899.2024.10651453","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn60899.2024.10651453","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W2108598243","https://openalex.org/W2795758732","https://openalex.org/W2963495494","https://openalex.org/W2963842104","https://openalex.org/W2978794003","https://openalex.org/W2980791334","https://openalex.org/W2981959899","https://openalex.org/W2994675267","https://openalex.org/W3100506510","https://openalex.org/W3112897560","https://openalex.org/W3115879670","https://openalex.org/W3177525997","https://openalex.org/W3186064588","https://openalex.org/W3210203569","https://openalex.org/W3214294103","https://openalex.org/W4212991200","https://openalex.org/W4213052788","https://openalex.org/W4231290138","https://openalex.org/W4255556797","https://openalex.org/W4283256966","https://openalex.org/W4287251614","https://openalex.org/W4297910398","https://openalex.org/W4304084276","https://openalex.org/W4319068770","https://openalex.org/W4362597616","https://openalex.org/W4377235190","https://openalex.org/W4385245566","https://openalex.org/W4385489997","https://openalex.org/W4390873554","https://openalex.org/W4390874170","https://openalex.org/W4402776467","https://openalex.org/W4402904158","https://openalex.org/W6631190155","https://openalex.org/W6739963815","https://openalex.org/W6743440100","https://openalex.org/W6748398415","https://openalex.org/W6760507847","https://openalex.org/W6776872304","https://openalex.org/W6782298681","https://openalex.org/W6788316987","https://openalex.org/W6797216219","https://openalex.org/W6800138496","https://openalex.org/W6802440862","https://openalex.org/W6810384330","https://openalex.org/W6838573646","https://openalex.org/W6842309877","https://openalex.org/W6844233103","https://openalex.org/W6855940561"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"The":[0],"mission":[1],"of":[2,140],"cloth-changing":[3],"person":[4,16],"re-identification":[5],"(CC-ReID)":[6],"is":[7],"to":[8,26,42,82,125,161],"discover":[9],"cloth-invariant":[10,44,147],"and":[11,101,108,117,185],"identity-related":[12],"cues,":[13],"while":[14,67],"traditional":[15],"ReID":[17],"methods":[18,36],"rely":[19],"on":[20,177],"appearance":[21,152,163],"features":[22,76,158],"that":[23,96,171],"are":[24,159],"biased":[25],"cloth-related":[27],"cues.":[28],"To":[29,86,145],"tackle":[30],"this":[31],"cloth-biased":[32],"problem,":[33],"many":[34],"CC-ReID":[35,181],"introduced":[37],"auxiliary":[38,61],"body":[39,129],"shape":[40,90,99,130,157],"information":[41,62,100],"extract":[43,87],"features,":[45,66,91,153],"such":[46],"as":[47],"2D":[48,60],"sketch":[49],"images":[50],"or":[51],"the":[52,68,138,151,154],"3D":[53,64,69,89,128,156],"Skinned":[54],"Multi-Person":[55],"Linear":[56],"(SMPL)":[57],"model.":[58],"However,":[59],"lacks":[63],"spatial":[65],"SMPL":[70],"model":[71],"encounters":[72],"challenges":[73],"in":[74],"capturing":[75],"at":[77],"a":[78,103,114,119],"finer":[79],"granularity":[80],"due":[81],"manually":[83],"defined":[84],"parameters.":[85],"fine-grained":[88,120,127,155],"we":[92],"estimate":[93],"depth":[94,115,134,148],"maps":[95,135],"contain":[97],"richer":[98],"propose":[102],"Fine-grained":[104],"Depth":[105],"feature":[106,122],"Mining":[107],"Distillation":[109],"(FDMD)":[110],"framework.":[111],"We":[112],"introduce":[113],"branch":[116,164],"design":[118],"local":[121,142],"interaction":[123],"module":[124],"mine":[126],"knowledge":[131,149],"from":[132],"estimated":[133],"by":[136,165],"exploring":[137],"context":[139],"semantic-aware":[141],"body-part":[143],"features.":[144],"integrate":[146],"into":[150],"transferred":[160],"an":[162],"feature-space-aligned":[166],"distillation.":[167],"Extensive":[168],"experiments":[169],"demonstrate":[170],"FDMD":[172],"can":[173],"achieve":[174],"state-of-the-art":[175],"performance":[176],"three":[178],"widely":[179],"used":[180],"benchmarks":[182],"PRCC,":[183],"Celeb-reID":[184],"LaST.":[186]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
