{"id":"https://openalex.org/W4376607991","doi":"https://doi.org/10.1109/tmm.2023.3276167","title":"Graph Convolution Based Efficient Re-Ranking for Visual Retrieval","display_name":"Graph Convolution Based Efficient Re-Ranking for Visual Retrieval","publication_year":2023,"publication_date":"2023-05-15","ids":{"openalex":"https://openalex.org/W4376607991","doi":"https://doi.org/10.1109/tmm.2023.3276167"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2023.3276167","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2023.3276167","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-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/A5100340299","display_name":"Yuqi Zhang","orcid":"https://orcid.org/0000-0001-7094-3838"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuqi Zhang","raw_affiliation_strings":["Alibaba Group, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alibaba Group, Beijing, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111800002","display_name":"Qi Qian","orcid":null},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Qian","raw_affiliation_strings":["Alibaba Group, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alibaba Group, Beijing, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014269015","display_name":"Hongsong Wang","orcid":"https://orcid.org/0000-0002-9464-1778"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongsong Wang","raw_affiliation_strings":["Department of Computer Science and Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-9464-1778","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100412247","display_name":"Chong Liu","orcid":"https://orcid.org/0000-0003-1180-3362"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chong Liu","raw_affiliation_strings":["State Key Laboratory of Computer Science, Institute of Software Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1180-3362","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Computer Science, Institute of Software Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100625514","display_name":"Weihua Chen","orcid":"https://orcid.org/0000-0003-4141-7833"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weihua Chen","raw_affiliation_strings":["Alibaba Group, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-4141-7833","affiliations":[{"raw_affiliation_string":"Alibaba Group, Beijing, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100719173","display_name":"Fan Wang","orcid":"https://orcid.org/0000-0001-7320-1119"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Wang","raw_affiliation_strings":["Alibaba Group, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-7320-1119","affiliations":[{"raw_affiliation_string":"Alibaba Group, Beijing, China","institution_ids":["https://openalex.org/I45928872"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.3578,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.90544502,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"26","issue":null,"first_page":"1089","last_page":"1101"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998000264167786,"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":0.995199978351593,"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":0.8666650652885437},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.613580048084259},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6109477281570435},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5584313869476318},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5353702902793884},{"id":"https://openalex.org/keywords/visual-word","display_name":"Visual Word","score":0.5094650387763977},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.48080697655677795},{"id":"https://openalex.org/keywords/multimedia-information-retrieval","display_name":"Multimedia information retrieval","score":0.4789069890975952},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.44666606187820435},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.42117375135421753},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.41271600127220154},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40321892499923706},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3843681514263153},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33967018127441406},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.23657891154289246},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.21433758735656738}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8666650652885437},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.613580048084259},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6109477281570435},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5584313869476318},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5353702902793884},{"id":"https://openalex.org/C189391414","wikidata":"https://www.wikidata.org/wiki/Q7936579","display_name":"Visual Word","level":4,"score":0.5094650387763977},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.48080697655677795},{"id":"https://openalex.org/C2776318140","wikidata":"https://www.wikidata.org/wiki/Q6934776","display_name":"Multimedia information retrieval","level":2,"score":0.4789069890975952},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.44666606187820435},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.42117375135421753},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.41271600127220154},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40321892499923706},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3843681514263153},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33967018127441406},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.23657891154289246},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.21433758735656738},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2023.3276167","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2023.3276167","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":91,"referenced_works":["https://openalex.org/W1982925187","https://openalex.org/W2013808584","https://openalex.org/W2065387086","https://openalex.org/W2076188996","https://openalex.org/W2095705004","https://openalex.org/W2096733369","https://openalex.org/W2100398441","https://openalex.org/W2138621090","https://openalex.org/W2141362318","https://openalex.org/W2149991777","https://openalex.org/W2187089797","https://openalex.org/W2204750386","https://openalex.org/W2511791013","https://openalex.org/W2520433280","https://openalex.org/W2584637367","https://openalex.org/W2769346661","https://openalex.org/W2780643544","https://openalex.org/W2798458055","https://openalex.org/W2883638665","https://openalex.org/W2887057599","https://openalex.org/W2949195375","https://openalex.org/W2960957522","https://openalex.org/W2962691289","https://openalex.org/W2962766801","https://openalex.org/W2962898354","https://openalex.org/W2963047834","https://openalex.org/W2963154697","https://openalex.org/W2963322158","https://openalex.org/W2963466847","https://openalex.org/W2963487393","https://openalex.org/W2963588253","https://openalex.org/W2963842104","https://openalex.org/W2964130064","https://openalex.org/W2964163358","https://openalex.org/W2967515867","https://openalex.org/W2969985801","https://openalex.org/W2971612271","https://openalex.org/W2971765950","https://openalex.org/W2982524430","https://openalex.org/W2992183111","https://openalex.org/W2996695408","https://openalex.org/W2998508940","https://openalex.org/W2998792609","https://openalex.org/W3034275286","https://openalex.org/W3034303554","https://openalex.org/W3035486808","https://openalex.org/W3036967712","https://openalex.org/W3081203761","https://openalex.org/W3087658752","https://openalex.org/W3098711604","https://openalex.org/W3100623370","https://openalex.org/W3105077954","https://openalex.org/W3109286435","https://openalex.org/W3110536152","https://openalex.org/W3111331302","https://openalex.org/W3115484111","https://openalex.org/W3120797281","https://openalex.org/W3125736290","https://openalex.org/W3128099838","https://openalex.org/W3136038792","https://openalex.org/W3137228985","https://openalex.org/W3139508020","https://openalex.org/W3150864706","https://openalex.org/W3168146779","https://openalex.org/W3178886938","https://openalex.org/W3188851454","https://openalex.org/W3195983806","https://openalex.org/W3196905043","https://openalex.org/W3203478170","https://openalex.org/W3206866525","https://openalex.org/W3215551150","https://openalex.org/W4221155406","https://openalex.org/W4224111943","https://openalex.org/W4231095098","https://openalex.org/W4283805505","https://openalex.org/W4283810715","https://openalex.org/W4287282757","https://openalex.org/W4312297495","https://openalex.org/W4312372290","https://openalex.org/W4312475827","https://openalex.org/W4312681921","https://openalex.org/W6674330103","https://openalex.org/W6726873649","https://openalex.org/W6744043827","https://openalex.org/W6746255304","https://openalex.org/W6761583371","https://openalex.org/W6766507936","https://openalex.org/W6787356946","https://openalex.org/W6790570412","https://openalex.org/W6839397064","https://openalex.org/W6840343660"],"related_works":["https://openalex.org/W2063218608","https://openalex.org/W4386105885","https://openalex.org/W2947282851","https://openalex.org/W2184288218","https://openalex.org/W2147874738","https://openalex.org/W2071180033","https://openalex.org/W2374066281","https://openalex.org/W2011260834","https://openalex.org/W4387423606","https://openalex.org/W1981548447"],"abstract_inverted_index":{"Visual":[0],"retrieval":[1,6,42,88,114,149],"tasks":[2,115],"such":[3],"as":[4],"image":[5,213],"and":[7,14,38,61,103,127,150,172,196,217],"person":[8,215,219],"re-identification":[9],"(Re-ID)":[10],"aim":[11],"at":[12],"effectively":[13],"thoroughly":[15],"searching":[16],"images":[17],"with":[18],"similar":[19],"content":[20],"or":[21,135],"the":[22,40,48,142,192,198],"same":[23],"identity.":[24],"After":[25],"obtaining":[26],"retrieved":[27],"examples,":[28],"re-ranking":[29,56,83,96],"is":[30,138,145,156,166,180],"a":[31,105,125,185],"widely":[32],"adopted":[33],"post-processing":[34],"step":[35],"to":[36,158],"reorder":[37],"improve":[39],"initial":[41,87],"results":[43,89],"by":[44,90,182],"making":[45],"use":[46],"of":[47],"contextual":[49],"information":[50],"from":[51,208],"semantically":[52],"neighboring":[53],"samples.":[54],"Prevailing":[55],"approaches":[57,200],"update":[58],"distance":[59],"metrics":[60],"mostly":[62],"rely":[63],"on":[64,98,204],"inefficient":[65],"crosscheck":[66],"set":[67],"comparison":[68],"operations":[69],"while":[70],"computing":[71,137],"expanded":[72],"neighbors":[73],"based":[74,97,109,175],"distances.":[75],"In":[76,140],"this":[77],"work,":[78],"we":[79,94],"present":[80],"an":[81,151],"efficient":[82],"method":[84,190],"which":[85,132],"refines":[86],"updating":[91],"features.":[92],"Specifically,":[93],"reformulate":[95],"Graph":[99,107,173],"Convolution":[100,108,174],"Networks":[101],"(GCN)":[102],"propose":[104],"novel":[106,186],"Re-ranking":[110,176],"(GCR)":[111],"for":[112,122,147,169,177,191],"visual":[113],"via":[116],"feature":[117,129,153],"propagation.":[118],"To":[119],"accelerate":[120],"computation":[121],"large-scale":[123],"retrieval,":[124,171,214],"decentralized":[126],"synchronous":[128],"propagation":[130,154],"algorithm":[131],"supports":[133],"parallel":[134],"distributed":[136],"introduced.":[139],"particular,":[141],"plain":[143],"GCR":[144],"extended":[146,168],"cross-camera":[148],"improved":[152],"formulation":[155],"presented":[157],"leverage":[159],"affinity":[160],"relationships":[161],"across":[162],"different":[163,210],"cameras.":[164],"It":[165],"also":[167],"video-based":[170,218],"Video":[178],"(GCRV)":[179],"proposed":[181,199],"mathematically":[183],"deriving":[184],"profile":[187],"vector":[188],"generation":[189],"tracklet.":[193],"Without":[194],"bells":[195],"whistles,":[197],"achieve":[201],"state-of-the-art":[202],"performances":[203],"seven":[205],"benchmark":[206],"datasets":[207],"three":[209],"tasks,":[211],"i.e.,":[212],"Re-ID":[216],"Re-ID.":[220]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}