{"id":"https://openalex.org/W4385486155","doi":"https://doi.org/10.1109/tip.2023.3299791","title":"Composed Image Retrieval via Cross Relation Network With Hierarchical Aggregation Transformer","display_name":"Composed Image Retrieval via Cross Relation Network With Hierarchical Aggregation Transformer","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4385486155","doi":"https://doi.org/10.1109/tip.2023.3299791","pmid":"https://pubmed.ncbi.nlm.nih.gov/37531308"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2023.3299791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2023.3299791","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5101698068","display_name":"Qu Yang","orcid":"https://orcid.org/0009-0001-5397-0209"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qu Yang","raw_affiliation_strings":["National Engineering Research Center for Multimedia Software, School of Computer Science, Hubei Luojia Laboratory, Wuhan University, Wuhan, China","School of Computer Science, Hubei Luojia Laboratory, National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0009-0001-5397-0209","affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Multimedia Software, School of Computer Science, Hubei Luojia Laboratory, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"School of Computer Science, Hubei Luojia Laboratory, National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008999954","display_name":"Mang Ye","orcid":"https://orcid.org/0000-0003-3989-7655"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mang Ye","raw_affiliation_strings":["National Engineering Research Center for Multimedia Software, School of Computer Science, Hubei Luojia Laboratory, Wuhan University, Wuhan, China","School of Computer Science, Hubei Luojia Laboratory, National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-3989-7655","affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Multimedia Software, School of Computer Science, Hubei Luojia Laboratory, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"School of Computer Science, Hubei Luojia Laboratory, National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101765861","display_name":"Zhaohui Cai","orcid":"https://orcid.org/0000-0002-3263-1822"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaohui Cai","raw_affiliation_strings":["National Engineering Research Center for Multimedia Software, School of Computer Science, Hubei Luojia Laboratory, Wuhan University, Wuhan, China","School of Computer Science, Hubei Luojia Laboratory, National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-3263-1822","affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Multimedia Software, School of Computer Science, Hubei Luojia Laboratory, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"School of Computer Science, Hubei Luojia Laboratory, National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089570452","display_name":"Kehua Su","orcid":"https://orcid.org/0000-0002-1384-9762"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kehua Su","raw_affiliation_strings":["National Engineering Research Center for Multimedia Software, School of Computer Science, Hubei Luojia Laboratory, Wuhan University, Wuhan, China","School of Computer Science, Hubei Luojia Laboratory, National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-1384-9762","affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Multimedia Software, School of Computer Science, Hubei Luojia Laboratory, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"School of Computer Science, Hubei Luojia Laboratory, National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060042752","display_name":"Bo Du","orcid":"https://orcid.org/0000-0002-0059-8458"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Du","raw_affiliation_strings":["National Engineering Research Center for Multimedia Software, School of Computer Science, Hubei Luojia Laboratory, Wuhan University, Wuhan, China","School of Computer Science, Hubei Luojia Laboratory, National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-0059-8458","affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Multimedia Software, School of Computer Science, Hubei Luojia Laboratory, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"School of Computer Science, Hubei Luojia Laboratory, National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":null,"apc_paid":null,"fwci":2.8503,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.92351069,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"32","issue":null,"first_page":"4543","last_page":"4554"},"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9994999766349792,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9994000196456909,"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":0.810372531414032},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.6638692617416382},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.5228612422943115},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.48923301696777344},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.47389641404151917},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4366248548030853},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.42765650153160095},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41814109683036804},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3717997074127197},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.09364348649978638}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.810372531414032},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6638692617416382},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.5228612422943115},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.48923301696777344},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.47389641404151917},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4366248548030853},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.42765650153160095},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41814109683036804},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3717997074127197},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.09364348649978638},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tip.2023.3299791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2023.3299791","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},{"id":"pmid:37531308","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37531308","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on image processing : a publication of the IEEE Signal Processing Society","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8800375656","display_name":null,"funder_award_id":"62176188","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":83,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1528802670","https://openalex.org/W1536680647","https://openalex.org/W2057755039","https://openalex.org/W2095705004","https://openalex.org/W2467281799","https://openalex.org/W2469486851","https://openalex.org/W2471768434","https://openalex.org/W2531409750","https://openalex.org/W2745461083","https://openalex.org/W2760103357","https://openalex.org/W2798863366","https://openalex.org/W2808747415","https://openalex.org/W2885402090","https://openalex.org/W2893230400","https://openalex.org/W2896457183","https://openalex.org/W2905544595","https://openalex.org/W2941785734","https://openalex.org/W2962858109","https://openalex.org/W2963588253","https://openalex.org/W2964211610","https://openalex.org/W2964345214","https://openalex.org/W2970982005","https://openalex.org/W2981824749","https://openalex.org/W2981860503","https://openalex.org/W2985275756","https://openalex.org/W2988021769","https://openalex.org/W2990519439","https://openalex.org/W2994818707","https://openalex.org/W2998792609","https://openalex.org/W2999711171","https://openalex.org/W3026458074","https://openalex.org/W3034585290","https://openalex.org/W3034858659","https://openalex.org/W3038703236","https://openalex.org/W3043683372","https://openalex.org/W3090449556","https://openalex.org/W3092462694","https://openalex.org/W3092962760","https://openalex.org/W3096609285","https://openalex.org/W3107492437","https://openalex.org/W3107848599","https://openalex.org/W3123329971","https://openalex.org/W3125736290","https://openalex.org/W3131500599","https://openalex.org/W3138516171","https://openalex.org/W3139633126","https://openalex.org/W3151130473","https://openalex.org/W3154902219","https://openalex.org/W3170326354","https://openalex.org/W3171125843","https://openalex.org/W3172514680","https://openalex.org/W3174873881","https://openalex.org/W3175684172","https://openalex.org/W3176909828","https://openalex.org/W3203247393","https://openalex.org/W4205474609","https://openalex.org/W4205945937","https://openalex.org/W4214612132","https://openalex.org/W4214891830","https://openalex.org/W4214893857","https://openalex.org/W4220730723","https://openalex.org/W4224929299","https://openalex.org/W4224948002","https://openalex.org/W4225378743","https://openalex.org/W4283021596","https://openalex.org/W4285254934","https://openalex.org/W4294691145","https://openalex.org/W4307426725","https://openalex.org/W4312349930","https://openalex.org/W4362563637","https://openalex.org/W6620707391","https://openalex.org/W6628877408","https://openalex.org/W6631190155","https://openalex.org/W6637242042","https://openalex.org/W6674330103","https://openalex.org/W6752422777","https://openalex.org/W6755207826","https://openalex.org/W6780783783","https://openalex.org/W6784094891","https://openalex.org/W6791353385","https://openalex.org/W6809968663","https://openalex.org/W6810496820"],"related_works":["https://openalex.org/W4234874385","https://openalex.org/W2323648130","https://openalex.org/W2157140558","https://openalex.org/W2378782423","https://openalex.org/W4233308809","https://openalex.org/W2388988621","https://openalex.org/W2357797405","https://openalex.org/W2366623913","https://openalex.org/W2374905595","https://openalex.org/W2516693588"],"abstract_inverted_index":{"Composing":[0],"Text":[1],"and":[2,42,67,85],"Image":[3,5],"to":[4,81,123,142],"Retrieval":[6],"(CTI-IR)":[7],"aims":[8],"at":[9,172],"finding":[10],"the":[11,16,22,30,33,104,144,158,161],"target":[12],"image,":[13],"which":[14],"matches":[15],"query":[17,23,115],"image":[18],"visually":[19],"along":[20],"with":[21,59,138],"text":[24,35,87,116],"semantically.":[25],"However,":[26],"existing":[27],"works":[28],"ignore":[29],"fact":[31],"that":[32],"reference":[34],"usually":[36],"serves":[37],"multiple":[38],"functions,":[39],"e.g.,":[40],"modification":[41,66,84],"auxiliary.":[43],"To":[44],"address":[45],"this":[46],"issue,":[47],"we":[48],"put":[49],"forth":[50],"a":[51,71,119,151],"unified":[52,120],"solution,":[53],"namely":[54],"Hierarchical":[55,132],"Aggregation":[56,133],"Transformer":[57,134],"incorporated":[58],"Cross":[60,99],"Relation":[61,100],"Network":[62,101],"(CRN).":[63],"CRN":[64,96,163],"unifies":[65],"relevance":[68],"manner":[69],"in":[70,91,150],"single":[72],"framework.":[73],"This":[74],"configuration":[75],"shows":[76],"broader":[77],"applicability,":[78],"enabling":[79],"us":[80],"model":[82,122],"both":[83],"auxiliary":[86],"or":[88],"their":[89],"combination":[90,126],"triplet":[92],"relationships":[93,105],"simultaneously.":[94],"Specifically,":[95],"includes:":[97],"1)":[98],"comprehensively":[102],"captures":[103],"of":[106,146,160],"various":[107],"composed":[108],"retrieval":[109,121],"scenarios":[110],"caused":[111],"by":[112],"two":[113],"different":[114],"types,":[117],"allowing":[118],"designate":[124],"adaptive":[125],"strategies":[127],"for":[128],"flexible":[129],"applicability;":[130],"2)":[131],"aggregates":[135],"top-down":[136],"features":[137],"Multi-layer":[139],"Perceptron":[140],"(MLP)":[141],"overcome":[143],"limitations":[145],"edge":[147],"information":[148],"loss":[149],"window-based":[152],"multi-stage":[153],"Transformer.":[154],"Extensive":[155],"experiments":[156],"demonstrate":[157],"superiority":[159],"proposed":[162],"over":[164],"all":[165],"three":[166],"fashion-domain":[167],"datasets.":[168],"Code":[169],"is":[170],"available":[171],"github.com/yan9qu/crn.":[173]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}