{"id":"https://openalex.org/W4226254049","doi":"https://doi.org/10.1109/tgrs.2022.3165222","title":"A Hierarchical Consensus Attention Network for Feature Matching of Remote Sensing Images","display_name":"A Hierarchical Consensus Attention Network for Feature Matching of Remote Sensing Images","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4226254049","doi":"https://doi.org/10.1109/tgrs.2022.3165222"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2022.3165222","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2022.3165222","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","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/A5100443501","display_name":"Shuang Chen","orcid":"https://orcid.org/0000-0002-5452-194X"},"institutions":[{"id":"https://openalex.org/I120825670","display_name":"Yunnan Normal University","ror":"https://ror.org/00sc9n023","country_code":"CN","type":"education","lineage":["https://openalex.org/I120825670"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuang Chen","raw_affiliation_strings":["Laboratory of Pattern Recognition and Artificial Intelligence, School of Information Science and Technology, Yunnan Normal University, Kunming, China"],"raw_orcid":"https://orcid.org/0000-0002-5452-194X","affiliations":[{"raw_affiliation_string":"Laboratory of Pattern Recognition and Artificial Intelligence, School of Information Science and Technology, Yunnan Normal University, Kunming, China","institution_ids":["https://openalex.org/I120825670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100736961","display_name":"Jiaxuan Chen","orcid":"https://orcid.org/0000-0002-4387-9671"},"institutions":[{"id":"https://openalex.org/I120825670","display_name":"Yunnan Normal University","ror":"https://ror.org/00sc9n023","country_code":"CN","type":"education","lineage":["https://openalex.org/I120825670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaxuan Chen","raw_affiliation_strings":["Laboratory of Pattern Recognition and Artificial Intelligence, School of Information Science and Technology, Yunnan Normal University, Kunming, China"],"raw_orcid":"https://orcid.org/0000-0002-4387-9671","affiliations":[{"raw_affiliation_string":"Laboratory of Pattern Recognition and Artificial Intelligence, School of Information Science and Technology, Yunnan Normal University, Kunming, China","institution_ids":["https://openalex.org/I120825670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026686741","display_name":"Yujing Rao","orcid":"https://orcid.org/0000-0003-0007-853X"},"institutions":[{"id":"https://openalex.org/I120825670","display_name":"Yunnan Normal University","ror":"https://ror.org/00sc9n023","country_code":"CN","type":"education","lineage":["https://openalex.org/I120825670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yujing Rao","raw_affiliation_strings":["Laboratory of Pattern Recognition and Artificial Intelligence, School of Information Science and Technology, Yunnan Normal University, Kunming, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Pattern Recognition and Artificial Intelligence, School of Information Science and Technology, Yunnan Normal University, Kunming, China","institution_ids":["https://openalex.org/I120825670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100420352","display_name":"Xiaoxian Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I120825670","display_name":"Yunnan Normal University","ror":"https://ror.org/00sc9n023","country_code":"CN","type":"education","lineage":["https://openalex.org/I120825670"]},{"id":"https://openalex.org/I4210103986","display_name":"Jingdong (China)","ror":"https://ror.org/01dkjkq64","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210103986"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoxian Chen","raw_affiliation_strings":["Laboratory of Pattern Recognition and Artificial Intelligence, School of Information Science and Technology, Yunnan Normal University, Kunming, China","JD.com, Inc., Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Pattern Recognition and Artificial Intelligence, School of Information Science and Technology, Yunnan Normal University, Kunming, China","institution_ids":["https://openalex.org/I120825670"]},{"raw_affiliation_string":"JD.com, Inc., Beijing, China","institution_ids":["https://openalex.org/I4210103986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084784614","display_name":"Xiaoyan Fan","orcid":"https://orcid.org/0000-0002-3158-0867"},"institutions":[{"id":"https://openalex.org/I120825670","display_name":"Yunnan Normal University","ror":"https://ror.org/00sc9n023","country_code":"CN","type":"education","lineage":["https://openalex.org/I120825670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyan Fan","raw_affiliation_strings":["Laboratory of Pattern Recognition and Artificial Intelligence, School of Information Science and Technology, and School of Physics and Electron Information, Yunnan Normal University, Kunming, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Pattern Recognition and Artificial Intelligence, School of Information Science and Technology, and School of Physics and Electron Information, Yunnan Normal University, Kunming, China","institution_ids":["https://openalex.org/I120825670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025548525","display_name":"Haicheng Bai","orcid":"https://orcid.org/0000-0002-5782-6060"},"institutions":[{"id":"https://openalex.org/I120825670","display_name":"Yunnan Normal University","ror":"https://ror.org/00sc9n023","country_code":"CN","type":"education","lineage":["https://openalex.org/I120825670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haicheng Bai","raw_affiliation_strings":["School of Physics and Electron Information and Network Information Center, and Laboratory of Pattern Recognition and Artificial Intelligence, School of Information Science and Technology, Yunnan Normal University, Kunming, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Physics and Electron Information and Network Information Center, and Laboratory of Pattern Recognition and Artificial Intelligence, School of Information Science and Technology, Yunnan Normal University, Kunming, China","institution_ids":["https://openalex.org/I120825670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042345808","display_name":"Lin Xing","orcid":"https://orcid.org/0000-0002-9812-7186"},"institutions":[{"id":"https://openalex.org/I120825670","display_name":"Yunnan Normal University","ror":"https://ror.org/00sc9n023","country_code":"CN","type":"education","lineage":["https://openalex.org/I120825670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Xing","raw_affiliation_strings":["Laboratory of Pattern Recognition and Artificial Intelligence, School of Information Science and Technology, Yunnan Normal University, Kunming, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Pattern Recognition and Artificial Intelligence, School of Information Science and Technology, Yunnan Normal University, Kunming, China","institution_ids":["https://openalex.org/I120825670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076881964","display_name":"Chengjiang Zhou","orcid":"https://orcid.org/0000-0003-4218-105X"},"institutions":[{"id":"https://openalex.org/I120825670","display_name":"Yunnan Normal University","ror":"https://ror.org/00sc9n023","country_code":"CN","type":"education","lineage":["https://openalex.org/I120825670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengjiang Zhou","raw_affiliation_strings":["Laboratory of Pattern Recognition and Artificial Intelligence, School of Information Science and Technology, Yunnan Normal University, Kunming, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Pattern Recognition and Artificial Intelligence, School of Information Science and Technology, Yunnan Normal University, Kunming, China","institution_ids":["https://openalex.org/I120825670"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100397598","display_name":"Yang Yang","orcid":"https://orcid.org/0000-0002-4607-0501"},"institutions":[{"id":"https://openalex.org/I120825670","display_name":"Yunnan Normal University","ror":"https://ror.org/00sc9n023","country_code":"CN","type":"education","lineage":["https://openalex.org/I120825670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Yang","raw_affiliation_strings":["Laboratory of Pattern Recognition and Artificial Intelligence, School of Information Science and Technology, and School of Physics and Electron Information, Yunnan Normal University, Kunming, China"],"raw_orcid":"https://orcid.org/0000-0002-4607-0501","affiliations":[{"raw_affiliation_string":"Laboratory of Pattern Recognition and Artificial Intelligence, School of Information Science and Technology, and School of Physics and Electron Information, Yunnan Normal University, Kunming, China","institution_ids":["https://openalex.org/I120825670"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5100443501"],"corresponding_institution_ids":["https://openalex.org/I120825670"],"apc_list":null,"apc_paid":null,"fwci":1.1169,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.78236281,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"60","issue":null,"first_page":"1","last_page":"11"},"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":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval 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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9976999759674072,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/computer-science","display_name":"Computer science","score":0.8440233469009399},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6139212250709534},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.6100521683692932},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4697580337524414},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.45887768268585205},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4438118040561676},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.44326454401016235},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.43551111221313477}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8440233469009399},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6139212250709534},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.6100521683692932},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4697580337524414},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.45887768268585205},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4438118040561676},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.44326454401016235},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.43551111221313477},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2022.3165222","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2022.3165222","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G2901310964","display_name":null,"funder_award_id":"41971392","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7229477305","display_name":null,"funder_award_id":"YJSJJ21-B75","funder_id":"https://openalex.org/F4320327681","funder_display_name":"Yunnan Normal University"},{"id":"https://openalex.org/G7712361729","display_name":null,"funder_award_id":"YJSJJ21-B73","funder_id":"https://openalex.org/F4320327681","funder_display_name":"Yunnan Normal University"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327681","display_name":"Yunnan Normal University","ror":"https://ror.org/00sc9n023"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1612997784","https://openalex.org/W1744214816","https://openalex.org/W1955055330","https://openalex.org/W2046434485","https://openalex.org/W2071730188","https://openalex.org/W2085261163","https://openalex.org/W2098894541","https://openalex.org/W2106199912","https://openalex.org/W2130017587","https://openalex.org/W2130871783","https://openalex.org/W2137145201","https://openalex.org/W2141362318","https://openalex.org/W2151103935","https://openalex.org/W2152671441","https://openalex.org/W2157364932","https://openalex.org/W2165558283","https://openalex.org/W2166820607","https://openalex.org/W2471962767","https://openalex.org/W2560609797","https://openalex.org/W2740578684","https://openalex.org/W2753392614","https://openalex.org/W2754925132","https://openalex.org/W2777237375","https://openalex.org/W2800324071","https://openalex.org/W2898541470","https://openalex.org/W2924259647","https://openalex.org/W2948638726","https://openalex.org/W2963121255","https://openalex.org/W2963674285","https://openalex.org/W2970141505","https://openalex.org/W2990655570","https://openalex.org/W2996444841","https://openalex.org/W2998430783","https://openalex.org/W3034373437","https://openalex.org/W3046194589","https://openalex.org/W3047057232","https://openalex.org/W3120693002","https://openalex.org/W3134976640","https://openalex.org/W3138330232","https://openalex.org/W3171320665","https://openalex.org/W3189453199","https://openalex.org/W3211311155","https://openalex.org/W4206488028","https://openalex.org/W4293584584","https://openalex.org/W4385245566","https://openalex.org/W6680439912","https://openalex.org/W6739778489","https://openalex.org/W6739901393","https://openalex.org/W6750227808"],"related_works":["https://openalex.org/W2601157893","https://openalex.org/W2373006798","https://openalex.org/W2056912418","https://openalex.org/W2112208972","https://openalex.org/W2123759770","https://openalex.org/W2033213769","https://openalex.org/W2151520854","https://openalex.org/W2811390910","https://openalex.org/W4312376745","https://openalex.org/W2768048376"],"abstract_inverted_index":{"Feature":[0],"matching,":[1],"referring":[2],"to":[3,20,85,102,146],"establishing":[4],"high":[5],"reliable":[6],"correspondences":[7],"between":[8],"two":[9,113],"or":[10],"more":[11],"scenes":[12],"with":[13,169],"overlapping":[14],"regions,":[15],"is":[16,52,84],"of":[17,54,80,112,161],"extremely":[18],"significance":[19],"various":[21,177],"remote":[22],"sensing":[23],"(RS)":[24],"tasks,":[25],"such":[26],"as":[27],"panorama":[28],"mosaic":[29],"and":[30,73,123,180],"change":[31],"detection.":[32,163],"In":[33],"this":[34,94],"work,":[35],"we":[36,96],"propose":[37,151],"an":[38,116],"end-to-end":[39],"deep":[40],"network":[41,49,155],"for":[42,119,156],"mismatch":[43],"removal,":[44],"named":[45],"hierarchical":[46,153],"consensus":[47,89,99,109],"attention":[48,100,110,130],"(HCA-Net),":[50],"which":[51],"one":[53],"the":[55,81,137,159,166,181,189],"critical":[56],"steps":[57],"in":[58,142],"matching":[59],"pipeline.":[60],"Unlike":[61],"existing":[62,138],"practices,":[63],"our":[64,185],"HCA-Net":[65,83,168],"does":[66],"not":[67],"rely":[68],"on":[69,173],"global":[70],"geometric":[71],"constraints":[72],"handcrafted":[74],"structural":[75],"representations.":[76],"The":[77],"key":[78],"principle":[79],"proposed":[82,167],"adaptively":[86],"enhance":[87],"neighborhood":[88],"before":[90],"evaluating":[91],"correspondence.":[92],"To":[93],"end,":[95],"design":[97],"a":[98,124,143,152],"mechanism":[101,131],"regularize":[103],"sparse":[104],"matches":[105],"directly.":[106],"More":[107],"specifically,":[108],"consists":[111],"novel":[114],"operations:":[115],"encoder\u2013decoder":[117],"module":[118],"calculating":[120],"compatibility":[121],"scores":[122],"context-based":[125],"density":[126],"representation":[127],"module.":[128],"Such":[129],"can":[132],"be":[133],"easily":[134],"plugged":[135],"into":[136],"inlier/outlier":[139],"classification":[140],"model":[141],"stacked":[144],"way":[145],"reject":[147],"outliers.":[148],"We":[149,164],"also":[150],"global-aware":[154],"further":[157],"improving":[158],"accuracy":[160],"outlier":[162],"compare":[165],"seven":[170],"state-of-the-art":[171],"algorithms":[172],"several":[174],"datasets":[175],"(including":[176],"RS":[178],"images),":[179],"results":[182],"reveal":[183],"that":[184],"method":[186],"significantly":[187],"outperforms":[188],"other":[190],"competitors.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3}],"updated_date":"2026-05-13T08:25:38.343686","created_date":"2025-10-10T00:00:00"}
