{"id":"https://openalex.org/W3138330232","doi":"https://doi.org/10.1109/tgrs.2021.3062498","title":"LSV-ANet: Deep Learning on Local Structure Visualization for Feature Matching","display_name":"LSV-ANet: Deep Learning on Local Structure Visualization for Feature Matching","publication_year":2021,"publication_date":"2021-03-12","ids":{"openalex":"https://openalex.org/W3138330232","doi":"https://doi.org/10.1109/tgrs.2021.3062498","mag":"3138330232"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2021.3062498","doi":"https://doi.org/10.1109/tgrs.2021.3062498","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2021.3062498","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,"listed_in":["anvur-scientific","ccf-b","cwts-core","dongbi-b","jufo-3","norway-2","poland-200","russia-white-list-1","vabb-shw"],"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"},"volume":null,"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/A5100736961","display_name":"Jiaxuan Chen","orcid":"https://orcid.org/0000-0002-4387-9671","observed_orcids":["https://orcid.org/0000-0002-4387-9671","https://orcid.org/0000-0002-1478-071X"]},"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, Yunnan Normal University, Kunming, China","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, Yunnan Normal University, Kunming, China","institution_ids":["https://openalex.org/I120825670"]},{"raw_affiliation_string":"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/A5100443501","display_name":"Shuang Chen","orcid":"https://orcid.org/0000-0002-5452-194X","observed_orcids":["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":false,"raw_author_name":"Shuang Chen","raw_affiliation_strings":["Laboratory of Pattern Recognition and Artificial Intelligence, Yunnan Normal University, Kunming, China","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, Yunnan Normal University, Kunming, China","institution_ids":["https://openalex.org/I120825670"]},{"raw_affiliation_string":"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/A5100420372","display_name":"Xiaoxian Chen","orcid":"https://orcid.org/0000-0003-4493-3227","observed_orcids":["https://orcid.org/0000-0003-4493-3227"]},"institutions":[{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoxian Chen","raw_affiliation_strings":["Laboratory of Computer Networks and Information Security, College of Information and Electrical Engineering, China Agricultural University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Computer Networks and Information Security, College of Information and Electrical Engineering, China Agricultural University, Beijing, China","institution_ids":["https://openalex.org/I52158045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100397598","display_name":"Yang Yang","orcid":"https://orcid.org/0000-0002-4607-0501","observed_orcids":["https://orcid.org/0000-0002-4607-0501","https://orcid.org/0000-0001-7024-7920","https://orcid.org/0009-0007-9380-4487"]},"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, Yunnan Normal University, Kunming, China","School of Information Science and Technology, 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, Yunnan Normal University, Kunming, China","institution_ids":["https://openalex.org/I120825670"]},{"raw_affiliation_string":"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/A5068509121","display_name":"Linjie Xing","orcid":"https://orcid.org/0000-0002-2975-5074","observed_orcids":["https://orcid.org/0000-0002-2975-5074"]},"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":"Linjie Xing","raw_affiliation_strings":["Laboratory of Pattern Recognition and Artificial Intelligence, Yunnan Normal University, Kunming, China","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, Yunnan Normal University, Kunming, China","institution_ids":["https://openalex.org/I120825670"]},{"raw_affiliation_string":"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/A5084784614","display_name":"Xiaoyan Fan","orcid":"https://orcid.org/0000-0002-3158-0867","observed_orcids":["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, Yunnan Normal University, Kunming, China","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, Yunnan Normal University, Kunming, China","institution_ids":["https://openalex.org/I120825670"]},{"raw_affiliation_string":"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/A5026686741","display_name":"Yujing Rao","orcid":"https://orcid.org/0000-0003-0007-853X","observed_orcids":["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, Yunnan Normal University, Kunming, China","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, Yunnan Normal University, Kunming, China","institution_ids":["https://openalex.org/I120825670"]},{"raw_affiliation_string":"School of Information Science and Technology, Yunnan Normal University, Kunming, China","institution_ids":["https://openalex.org/I120825670"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2045,"currency":"USD","value_usd":2045},"apc_paid":null,"fwci":1.9768,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.86748684,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"60","issue":null,"first_page":"1","last_page":"18"},"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":0.9814000129699707,"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":0.9814000129699707,"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/T12983","display_name":"Satellite Image Processing and Photogrammetry","score":0.015300000086426735,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.0006000000284984708,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-matching","display_name":"feature matching","score":0.9919999837875366},{"id":"https://openalex.org/keywords/attention-mechanism","display_name":"attention mechanism","score":0.6600000262260437},{"id":"https://openalex.org/keywords/outlier-detection","display_name":"outlier detection","score":0.800000011920929},{"id":"https://openalex.org/keywords/visual-similarity","display_name":"visual similarity","score":0.5199999809265137},{"id":"https://openalex.org/keywords/remote-sensing-imagery","display_name":"remote sensing images","score":0.7730000019073486},{"id":"https://openalex.org/keywords/photogrammetry","display_name":"photogrammetry","score":0.9409999847412109},{"id":"https://openalex.org/keywords/correspondence-selection","display_name":"correspondence selection","score":0.3409999907016754},{"id":"https://openalex.org/keywords/descriptor-learning","display_name":"descriptor learning","score":0.3009999990463257}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7050497531890869},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6673117876052856},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.585733950138092},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.5529984831809998},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5407431721687317},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.49455901980400085},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4445023834705353},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4246125817298889},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40151387453079224},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26986515522003174},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2021.3062498","doi":"https://doi.org/10.1109/tgrs.2021.3062498","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2021.3062498","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,"listed_in":["anvur-scientific","ccf-b","cwts-core","dongbi-b","jufo-3","norway-2","poland-200","russia-white-list-1","vabb-shw"],"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":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G2901310964","display_name":"\u57fa\u4e8e\u65e0\u4eba\u673a\u4f4e\u7a7a\u9065\u611f\u7684\u9ad8\u6d77\u62d4\u81ea\u7136\u4fdd\u62a4\u533a\u5783\u573e\u6563\u5e03\u533a\u81ea\u52a8\u76d1\u6d4b\u7814\u7a76","funder_award_id":"41971392","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":65,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1744214816","https://openalex.org/W1839408879","https://openalex.org/W1932847118","https://openalex.org/W1955055330","https://openalex.org/W1955437626","https://openalex.org/W1980911747","https://openalex.org/W2005720384","https://openalex.org/W2017301540","https://openalex.org/W2046434485","https://openalex.org/W2049981393","https://openalex.org/W2066941820","https://openalex.org/W2071730188","https://openalex.org/W2085261163","https://openalex.org/W2088181253","https://openalex.org/W2098894541","https://openalex.org/W2106199912","https://openalex.org/W2116801532","https://openalex.org/W2128409098","https://openalex.org/W2130871783","https://openalex.org/W2134236847","https://openalex.org/W2137145201","https://openalex.org/W2141362318","https://openalex.org/W2150190641","https://openalex.org/W2151103935","https://openalex.org/W2157364932","https://openalex.org/W2157656099","https://openalex.org/W2165558283","https://openalex.org/W2166820607","https://openalex.org/W2171330332","https://openalex.org/W2194775991","https://openalex.org/W2315081432","https://openalex.org/W2369976370","https://openalex.org/W2533007775","https://openalex.org/W2588249105","https://openalex.org/W2740578684","https://openalex.org/W2752782242","https://openalex.org/W2754925132","https://openalex.org/W2768360176","https://openalex.org/W2781254312","https://openalex.org/W2781778455","https://openalex.org/W2796347433","https://openalex.org/W2800324071","https://openalex.org/W2805075992","https://openalex.org/W2898541470","https://openalex.org/W2904098859","https://openalex.org/W2924259647","https://openalex.org/W2951005624","https://openalex.org/W2963150697","https://openalex.org/W2970141505","https://openalex.org/W2990655570","https://openalex.org/W2990797195","https://openalex.org/W2996144174","https://openalex.org/W2996444841","https://openalex.org/W2998430783","https://openalex.org/W3028471335","https://openalex.org/W3040988483","https://openalex.org/W3045234539","https://openalex.org/W3046027728","https://openalex.org/W3047057232","https://openalex.org/W3047443805","https://openalex.org/W3048631361","https://openalex.org/W3135445258","https://openalex.org/W4299823361","https://openalex.org/W6750227808"],"related_works":["https://openalex.org/W3189453199","https://openalex.org/W4291012511","https://openalex.org/W3211311155","https://openalex.org/W4226254049","https://openalex.org/W4408442774","https://openalex.org/W4404914940","https://openalex.org/W2917604672","https://openalex.org/W3120693002","https://openalex.org/W4392087176","https://openalex.org/W4206488028"],"abstract_inverted_index":{"Feature":[0],"matching":[1,45,141,169],"is":[2,74],"a":[3,36,55,80,94,103,110],"fundamental":[4],"and":[5,14,30,100,109,121,133,154,172],"important":[6],"task":[7,142],"in":[8],"many":[9],"applications":[10],"of":[11,124,156,184,189],"remote":[12],"sensing":[13,17],"photogrammetry.":[15],"Remote":[16],"images":[18],"often":[19],"involve":[20],"complex":[21],"spatial":[22,91,104,111],"relationships":[23],"due":[24],"to":[25,43,49,75,150],"the":[26,65,89,127,130,145,152,182,190],"ground":[27],"relief":[28],"variations":[29],"imaging":[31],"viewpoint":[32],"changes.":[33],"Therefore,":[34],"using":[35],"pre-defined":[37],"geometrical":[38],"model":[39],"will":[40],"probably":[41],"lead":[42],"inferior":[44],"accuracy.":[46],"In":[47,148],"order":[48,149],"find":[50],"good":[51],"correspondences,":[52],"we":[53,63,86],"propose":[54],"simple":[56],"yet":[57],"efficient":[58],"deep":[59],"learning":[60],"network,":[61],"which":[62,116],"term":[64],"\u201clocal":[66],"structure":[67,119],"visualization-attention\u201d":[68],"network":[69],"(LSV-ANet).":[70],"Our":[71],"main":[72],"aim":[73],"transform":[76],"outlier":[77],"detection":[78],"into":[79,93],"dynamic":[81],"visual":[82],"similarity":[83],"evaluation.":[84],"Specifically,":[85],"first":[87],"map":[88],"local":[90],"distribution":[92],"regular":[95],"grid":[96],"as":[97],"descriptor":[98],"LSV,":[99],"then":[101],"customized":[102],"SCale":[105],"Attention":[106,113],"(SCA)":[107],"module":[108],"STructure":[112],"(STA)":[114],"module,":[115],"explicitly":[117],"allows":[118],"manipulation":[120],"scale":[122],"selection":[123],"LSV":[125,137],"within":[126],"network.":[128],"Finally,":[129],"embedded":[131],"SCA":[132],"STA":[134],"deduce":[135],"optimal":[136],"for":[138,166],"solving":[139],"feature":[140,168],"by":[143],"training":[144],"LSV-ANet":[146],"end-to-end.":[147],"demonstrate":[151,181],"robustness":[153],"universality":[155],"our":[157,185],"LSV-ANet,":[158],"extensive":[159],"experiments":[160],"on":[161],"various":[162],"real":[163],"image":[164],"pairs":[165],"general":[167],"are":[170],"conducted":[171],"compared":[173],"against":[174],"eight":[175],"state-of-the-art":[176],"methods.":[177],"The":[178],"experiment":[179],"results":[180],"superiority":[183],"method":[186],"over":[187],"state":[188],"art.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":5}],"updated_date":"2026-10-29T09:56:32.521200","created_date":"2021-03-29T00:00:00"}
