{"id":"https://openalex.org/W4296914820","doi":"https://doi.org/10.1109/tcsvt.2022.3208919","title":"Local-to-Global Cost Aggregation for Semantic Correspondence","display_name":"Local-to-Global Cost Aggregation for Semantic Correspondence","publication_year":2022,"publication_date":"2022-09-22","ids":{"openalex":"https://openalex.org/W4296914820","doi":"https://doi.org/10.1109/tcsvt.2022.3208919"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2022.3208919","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2022.3208919","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/A5100338326","display_name":"Zi Wang","orcid":"https://orcid.org/0000-0001-9081-7185"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zi Wang","raw_affiliation_strings":["College of Aerospace Science and Engineering, National University of Defense Technology (NUDT), Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Aerospace Science and Engineering, National University of Defense Technology (NUDT), Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091270095","display_name":"Zhiheng Fu","orcid":"https://orcid.org/0000-0002-3818-5659"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Zhiheng Fu","raw_affiliation_strings":["Department of Computer Science and Software Engineering, The University of Western Australia, Perth, WA, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Software Engineering, The University of Western Australia, Perth, WA, Australia","institution_ids":["https://openalex.org/I177877127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013644792","display_name":"Yulan Guo","orcid":"https://orcid.org/0000-0003-0952-476X"},"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"]},{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yulan Guo","raw_affiliation_strings":["College of Aerospace Science and Engineering, National University of Defense Technology (NUDT), Changsha, China","School of Electronics and Communication Engineering, Sun Yat-sen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"College of Aerospace Science and Engineering, National University of Defense Technology (NUDT), Changsha, China","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"School of Electronics and Communication Engineering, Sun Yat-sen University, Shenzhen, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100418968","display_name":"Zhang Li","orcid":"https://orcid.org/0000-0003-1659-0466"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhang Li","raw_affiliation_strings":["College of Aerospace Science and Engineering, National University of Defense Technology (NUDT), Changsha, China","Hunan Provincial Key Laboratory of Image Measurement and Vision Navigation, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Aerospace Science and Engineering, National University of Defense Technology (NUDT), Changsha, China","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"Hunan Provincial Key Laboratory of Image Measurement and Vision Navigation, Changsha, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103187819","display_name":"Qifeng Yu","orcid":"https://orcid.org/0000-0002-1771-6887"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qifeng Yu","raw_affiliation_strings":["College of Aerospace Science and Engineering, National University of Defense Technology (NUDT), Changsha, China","Hunan Provincial Key Laboratory of Image Measurement and Vision Navigation, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Aerospace Science and Engineering, National University of Defense Technology (NUDT), Changsha, China","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"Hunan Provincial Key Laboratory of Image Measurement and Vision Navigation, Changsha, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100338326"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":null,"apc_paid":null,"fwci":0.1021,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.39182793,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"33","issue":"3","first_page":"1209","last_page":"1222"},"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/T11019","display_name":"Image Enhancement Techniques","score":0.9987000226974487,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9983999729156494,"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":0.8154501914978027},{"id":"https://openalex.org/keywords/pascal","display_name":"Pascal (unit)","score":0.5775318741798401},{"id":"https://openalex.org/keywords/clutter","display_name":"Clutter","score":0.5735412240028381},{"id":"https://openalex.org/keywords/news-aggregator","display_name":"News aggregator","score":0.5431115627288818},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5351067185401917},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41703730821609497},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3811505138874054},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36338189244270325}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8154501914978027},{"id":"https://openalex.org/C75608658","wikidata":"https://www.wikidata.org/wiki/Q44395","display_name":"Pascal (unit)","level":2,"score":0.5775318741798401},{"id":"https://openalex.org/C132094186","wikidata":"https://www.wikidata.org/wiki/Q641585","display_name":"Clutter","level":3,"score":0.5735412240028381},{"id":"https://openalex.org/C180505990","wikidata":"https://www.wikidata.org/wiki/Q498267","display_name":"News aggregator","level":2,"score":0.5431115627288818},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5351067185401917},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41703730821609497},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3811505138874054},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36338189244270325},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tcsvt.2022.3208919","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2022.3208919","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"},{"id":"pmh:oai:pure.atira.dk:publications/c31c6a9f-024c-4d04-922f-7e933a7f9675","is_oa":false,"landing_page_url":"https://research-repository.uwa.edu.au/en/publications/c31c6a9f-024c-4d04-922f-7e933a7f9675","pdf_url":null,"source":{"id":"https://openalex.org/S4306402523","display_name":"UWA Profiles and Research Repository (University of Western Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wang, Z, Fu, Z, Guo, Y, Li, Z & Yu, Q 2023, 'Local-to-global Cost Aggregation for Semantic Correspondence', IEEE Transactions on Circuits and Systems for Video Technology, vol. 33, no. 3, pp. 1209-1222. https://doi.org/10.1109/TCSVT.2022.3208919","raw_type":"article"},{"id":"pmh:oai:pure.atira.dk:publications/c31c6a9f-024c-4d04-922f-7e933a7f9675","is_oa":false,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85139414802&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306402523","display_name":"UWA Profiles and Research Repository (University of Western Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wang , Z , Fu , Z , Guo , Y , Li , Z &amp; Yu , Q 2023 , ' Local-to-global Cost Aggregation for Semantic Correspondence ' , IEEE Transactions on Circuits and Systems for Video Technology , vol. 33 , no. 3 , pp. 1209-1222 . https://doi.org/10.1109/TCSVT.2022.3208919","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3233987295","display_name":null,"funder_award_id":"61801491","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6790872277","display_name":null,"funder_award_id":"61972435","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8252004906","display_name":null,"funder_award_id":"U20A20185","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":75,"referenced_works":["https://openalex.org/W22745672","https://openalex.org/W1532311179","https://openalex.org/W1919709169","https://openalex.org/W2034667703","https://openalex.org/W2090518410","https://openalex.org/W2097924042","https://openalex.org/W2137278143","https://openalex.org/W2151103935","https://openalex.org/W2161969291","https://openalex.org/W2194775991","https://openalex.org/W2259424905","https://openalex.org/W2311266108","https://openalex.org/W2492193277","https://openalex.org/W2604233003","https://openalex.org/W2604881841","https://openalex.org/W2736876108","https://openalex.org/W2754925132","https://openalex.org/W2793003838","https://openalex.org/W2885650013","https://openalex.org/W2886782161","https://openalex.org/W2887503470","https://openalex.org/W2891202958","https://openalex.org/W2897093986","https://openalex.org/W2908510526","https://openalex.org/W2922435819","https://openalex.org/W2963020784","https://openalex.org/W2963091558","https://openalex.org/W2963325280","https://openalex.org/W2963420686","https://openalex.org/W2963827464","https://openalex.org/W2982121679","https://openalex.org/W2985822417","https://openalex.org/W3016163669","https://openalex.org/W3034275286","https://openalex.org/W3035242260","https://openalex.org/W3035477606","https://openalex.org/W3035578028","https://openalex.org/W3092135995","https://openalex.org/W3095145867","https://openalex.org/W3096609285","https://openalex.org/W3106982106","https://openalex.org/W3122239467","https://openalex.org/W3158464135","https://openalex.org/W3166285241","https://openalex.org/W3166513219","https://openalex.org/W3170841864","https://openalex.org/W3174012569","https://openalex.org/W3175515048","https://openalex.org/W3181461461","https://openalex.org/W3188199900","https://openalex.org/W3199184153","https://openalex.org/W3203518786","https://openalex.org/W3203925315","https://openalex.org/W3205765322","https://openalex.org/W3211650806","https://openalex.org/W4205425515","https://openalex.org/W4213436832","https://openalex.org/W4214493665","https://openalex.org/W4226337479","https://openalex.org/W4247548711","https://openalex.org/W4307839835","https://openalex.org/W4312779691","https://openalex.org/W4312950730","https://openalex.org/W4385245566","https://openalex.org/W4387928059","https://openalex.org/W6680171035","https://openalex.org/W6739901393","https://openalex.org/W6754783729","https://openalex.org/W6754984195","https://openalex.org/W6757817989","https://openalex.org/W6784094891","https://openalex.org/W6795892075","https://openalex.org/W6798046796","https://openalex.org/W6803470121","https://openalex.org/W6810123199"],"related_works":["https://openalex.org/W1965681098","https://openalex.org/W2102341966","https://openalex.org/W2973417394","https://openalex.org/W2165429412","https://openalex.org/W2760011800","https://openalex.org/W2002704236","https://openalex.org/W2752217129","https://openalex.org/W3045713313","https://openalex.org/W1975961009","https://openalex.org/W4296914820"],"abstract_inverted_index":{"Establishing":[0],"visual":[1],"correspondences":[2],"across":[3],"semantically":[4],"similar":[5],"images":[6],"is":[7],"challenging":[8],"due":[9],"to":[10,26,34,41,99,112,117],"intra-class":[11],"variations,":[12],"viewpoint":[13],"changes,":[14],"repetitive":[15],"patterns,":[16],"and":[17,38,56,79,130],"background":[18],"clutter.":[19],"Recent":[20],"approaches":[21],"focus":[22],"on":[23,126],"cost":[24,51,115],"aggregation":[25,52],"achieve":[27],"promising":[28],"performance.":[29],"However,":[30],"these":[31],"methods":[32],"fail":[33],"jointly":[35],"utilize":[36],"local":[37],"global":[39],"cues":[40],"suppress":[42],"unreliable":[43],"matches.":[44],"In":[45],"this":[46],"paper,":[47],"we":[48,93,107],"propose":[49,94],"a":[50,70,95,114],"network":[53],"with":[54],"convolutions":[55,78],"transformers,":[57],"dubbed":[58],"CACT.":[59],"Different":[60],"from":[61,103],"existing":[62],"methods,":[63],"CACT":[64],"refines":[65],"the":[66,75,86,90,104,119,127,135,139],"correlation":[67,91],"map":[68],"in":[69,81],"local-to-global":[71],"manner":[72],"by":[73],"utilizing":[74],"strengths":[76],"of":[77,89,121],"transformers":[80],"different":[82],"stages.":[83],"Additionally,":[84],"considering":[85],"bidirectional":[87],"nature":[88],"map,":[92],"dual-path":[96],"learning":[97],"framework":[98],"work":[100],"parallelly.":[101],"Benefiting":[102],"proposed":[105,136],"framework,":[106],"can":[108],"use":[109],"2D":[110],"blocks":[111],"construct":[113],"aggregator":[116],"improve":[118],"efficiency":[120],"our":[122],"model.":[123],"Experimental":[124],"results":[125],"SPair-71k,":[128],"PF-PASCAL,":[129],"PF-WILLOW":[131],"datasets":[132],"show":[133],"that":[134],"method":[137],"outperforms":[138],"most":[140],"state-of-the-art":[141],"methods.":[142]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
