{"id":"https://openalex.org/W4386038408","doi":"https://doi.org/10.1109/tcsvt.2023.3306738","title":"Multi-Grained Attention Network With Mutual Exclusion for Composed Query-Based Image Retrieval","display_name":"Multi-Grained Attention Network With Mutual Exclusion for Composed Query-Based Image Retrieval","publication_year":2023,"publication_date":"2023-08-21","ids":{"openalex":"https://openalex.org/W4386038408","doi":"https://doi.org/10.1109/tcsvt.2023.3306738"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2023.3306738","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2023.3306738","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","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/A5043867916","display_name":"Shenshen Li","orcid":"https://orcid.org/0000-0002-6340-012X"},"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"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shenshen Li","raw_affiliation_strings":["Center for Future Multimedia, and the School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Center for Future Multimedia, and the School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009074046","display_name":"Xing Xu","orcid":"https://orcid.org/0000-0001-5685-3123"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Xu","raw_affiliation_strings":["Center for Future Multimedia, and the School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Center for Future Multimedia, and the School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101786662","display_name":"Xun Jiang","orcid":"https://orcid.org/0000-0003-2209-651X"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xun Jiang","raw_affiliation_strings":["Center for Future Multimedia, and the School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Center for Future Multimedia, and the School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074492050","display_name":"Fumin Shen","orcid":"https://orcid.org/0000-0001-7303-3231"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fumin Shen","raw_affiliation_strings":["Center for Future Multimedia, and the School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Center for Future Multimedia, and the School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100352180","display_name":"Xin Liu","orcid":"https://orcid.org/0000-0002-0011-6260"},"institutions":[{"id":"https://openalex.org/I119045251","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605","country_code":"CN","type":"education","lineage":["https://openalex.org/I119045251"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Liu","raw_affiliation_strings":["School of Computer, Huaqiao University, Xiamen, China"],"affiliations":[{"raw_affiliation_string":"School of Computer, Huaqiao University, Xiamen, China","institution_ids":["https://openalex.org/I119045251"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052993469","display_name":"Heng Tao Shen","orcid":"https://orcid.org/0000-0002-2999-2088"},"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/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heng Tao Shen","raw_affiliation_strings":["Center for Future Media, and the School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","Peng Cheng Laboratory, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Center for Future Media, and the School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5043867916"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":3.4905,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.94294644,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"34","issue":"4","first_page":"2959","last_page":"2972"},"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":0.9997000098228455,"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":0.9997000098228455,"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":0.9990000128746033,"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":0.9986000061035156,"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":0.7730589509010315},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.6749346852302551},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5158816576004028},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.47410374879837036},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.4661831557750702},{"id":"https://openalex.org/keywords/mutual-information","display_name":"Mutual information","score":0.4645768105983734},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45498979091644287},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.45399412512779236},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.45215627551078796},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.43529099225997925},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12087032198905945},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10816085338592529}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7730589509010315},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.6749346852302551},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5158816576004028},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.47410374879837036},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.4661831557750702},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.4645768105983734},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45498979091644287},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.45399412512779236},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.45215627551078796},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.43529099225997925},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12087032198905945},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10816085338592529},{"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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2023.3306738","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2023.3306738","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.800000011920929,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G4510122299","display_name":null,"funder_award_id":"62072080","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4765907288","display_name":null,"funder_award_id":"61976049","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5347999826","display_name":null,"funder_award_id":"62222203","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W1528802670","https://openalex.org/W1933349210","https://openalex.org/W2064675550","https://openalex.org/W2096733369","https://openalex.org/W2117539524","https://openalex.org/W2194775991","https://openalex.org/W2250539671","https://openalex.org/W2507989420","https://openalex.org/W2752782242","https://openalex.org/W2760103357","https://openalex.org/W2776402438","https://openalex.org/W2804911075","https://openalex.org/W2842511635","https://openalex.org/W2894842749","https://openalex.org/W2899607431","https://openalex.org/W2905544595","https://openalex.org/W2950635152","https://openalex.org/W2962856082","https://openalex.org/W2962964995","https://openalex.org/W2963049565","https://openalex.org/W2963588253","https://openalex.org/W2964211610","https://openalex.org/W2965848243","https://openalex.org/W2966683369","https://openalex.org/W2969985801","https://openalex.org/W2988772405","https://openalex.org/W2988823324","https://openalex.org/W2991391304","https://openalex.org/W2997645545","https://openalex.org/W3005971801","https://openalex.org/W3026458074","https://openalex.org/W3034585290","https://openalex.org/W3034971973","https://openalex.org/W3093133157","https://openalex.org/W3094172275","https://openalex.org/W3096034082","https://openalex.org/W3096609285","https://openalex.org/W3100956988","https://openalex.org/W3111984153","https://openalex.org/W3118694826","https://openalex.org/W3119510203","https://openalex.org/W3131251978","https://openalex.org/W3154902219","https://openalex.org/W3172514680","https://openalex.org/W3175684172","https://openalex.org/W3176726917","https://openalex.org/W3176909828","https://openalex.org/W3192323190","https://openalex.org/W3203247393","https://openalex.org/W3206128852","https://openalex.org/W3206868111","https://openalex.org/W4205488143","https://openalex.org/W4225957036","https://openalex.org/W4280608816","https://openalex.org/W4297808394","https://openalex.org/W4312940158","https://openalex.org/W6620707391","https://openalex.org/W6751039726","https://openalex.org/W6752365561","https://openalex.org/W6784761581","https://openalex.org/W6810496820"],"related_works":["https://openalex.org/W2466816617","https://openalex.org/W1970834875","https://openalex.org/W842936808","https://openalex.org/W2393699422","https://openalex.org/W2168037874","https://openalex.org/W2135728080","https://openalex.org/W2379546782","https://openalex.org/W2534443799","https://openalex.org/W2148968119","https://openalex.org/W2391460410"],"abstract_inverted_index":{"The":[0,85,113],"<italic":[1,146],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[2,147],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Composed":[3],"Query-Based":[4],"Image":[5],"Retrieval":[6],"(CQBIR)</i>":[7],"task":[8,46],"aims":[9],"to":[10,60,109,130,155],"precisely":[11],"obtain":[12,131],"the":[13,20,25,29,37,51,91,99,128,157,190,202,210,238],"preserved":[14,62,103,114,133,195,212],"and":[15,36,63,70,104,115,134,177,196,207,213,218],"modified":[16,64,105,116,135,197,214],"parts,":[17],"based":[18],"on":[19,221,237],"multi-grained":[21,170],"semantics":[22],"learned":[23,102,118,211],"from":[24],"composed":[26,30,92],"query.":[27],"Since":[28],"query":[31,93],"includes":[32],"a":[33,42,74,142],"reference":[34],"image":[35,53],"modification":[38],"text,":[39],"not":[40],"just":[41],"single":[43],"modality,":[44],"this":[45,138],"is":[47,94],"more":[48],"challenging":[49],"than":[50],"general":[52],"retrieval":[54],"tasks.":[55],"Most":[56],"previous":[57,120],"methods":[58,79,121],"attempt":[59],"learn":[61],"parts":[65,106,117],"via":[66],"different":[67,86],"attention":[68,183],"modules":[69],"fuse":[71],"them":[72],"as":[73],"unified":[75],"representation.":[76],"However,":[77],"these":[78],"have":[80,122],"two":[81,166],"intrinsic":[82],"drawbacks:":[83],"1)":[84,168],"granular":[87,204],"semantic":[88,171,179,205],"information":[89,206],"of":[90,165,192],"neglected,":[95],"which":[96,125],"results":[97],"in":[98],"fact":[100],"that":[101,228],"are":[107],"irrelevant":[108],"correct":[110],"semantics.":[111],"2)":[112,181],"by":[119],"obvious":[123],"overlaps,":[124],"may":[126],"lead":[127],"model":[129],"sub-optimal":[132],"regions.":[136],"To":[137],"end,":[139],"we":[140],"propose":[141],"novel":[143],"method":[144,162,232],"termed":[145],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Multi-Grained":[148],"Attention":[149],"Network":[150],"with":[151,184],"Mutual":[152],"Exclusion":[153],"(MANME)</i>":[154],"address":[156],"above":[158],"problems.":[159],"Our":[160],"MANME":[161,231],"mainly":[163],"consists":[164],"components:":[167],"A":[169],"construction":[172],"for":[173,188],"obtaining":[174],"various":[175,203],"textual":[176],"visual":[178],"information.":[180],"An":[182],"mutual":[185],"exclusion":[186],"constraint":[187],"reducing":[189],"degree":[191],"overlap":[193],"between":[194],"parts.":[198,215],"It":[199],"adequately":[200],"utilizes":[201],"effectively":[208],"refines":[209],"Extensive":[216],"experiments":[217],"further":[219],"analyses":[220],"three":[222],"widely":[223],"used":[224],"CQBIR":[225,239],"datasets":[226],"demonstrate":[227],"our":[229],"proposed":[230],"achieves":[233],"new":[234],"state-of-the-art":[235],"performance":[236],"task.":[240]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":15}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
