{"id":"https://openalex.org/W4402262784","doi":"https://doi.org/10.1109/igarss53475.2024.10641870","title":"MixFormer: An End-To-End UAV Image-Matching Network Based on Mixed Attention Mechanism","display_name":"MixFormer: An End-To-End UAV Image-Matching Network Based on Mixed Attention Mechanism","publication_year":2024,"publication_date":"2024-07-07","ids":{"openalex":"https://openalex.org/W4402262784","doi":"https://doi.org/10.1109/igarss53475.2024.10641870"},"language":"en","primary_location":{"id":"doi:10.1109/igarss53475.2024.10641870","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10641870","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"conference-paper","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/A5101848096","display_name":"Haitao Jia","orcid":"https://orcid.org/0000-0002-7991-9567"},"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":"Haitao Jia","raw_affiliation_strings":["University of Electronic Science and Technology of China,School of Resources and Environment,Chengdu,China,611731"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Resources and Environment,Chengdu,China,611731","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101640834","display_name":"Shiyi Xu","orcid":"https://orcid.org/0000-0003-4158-1051"},"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":"Shiyi Xu","raw_affiliation_strings":["University of Electronic Science and Technology of China,School of Resources and Environment,Chengdu,China,611731"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Resources and Environment,Chengdu,China,611731","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100391362","display_name":"Jianhua Li","orcid":"https://orcid.org/0000-0002-6943-6959"},"institutions":[{"id":"https://openalex.org/I11838497","display_name":"Aviation Industry Corporation of China (China)","ror":"https://ror.org/02wq41p38","country_code":"CN","type":"company","lineage":["https://openalex.org/I11838497"]},{"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":"Jianhua Li","raw_affiliation_strings":["AVIC Jiangxi Hongdu Aviation Industry Group Company,Nanchang,China,330000","University of Electronic Science and Technology of China,School of Resources and Environment,Chengdu,China,611731"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AVIC Jiangxi Hongdu Aviation Industry Group Company,Nanchang,China,330000","institution_ids":["https://openalex.org/I11838497"]},{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Resources and Environment,Chengdu,China,611731","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011491809","display_name":"Zehang Lin","orcid":"https://orcid.org/0000-0002-0919-6770"},"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":"Zehang Lin","raw_affiliation_strings":["University of Electronic Science and Technology of China,School of Resources and Environment,Chengdu,China,611731"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Resources and Environment,Chengdu,China,611731","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103242959","display_name":"Wenbo Xu","orcid":"https://orcid.org/0000-0003-1552-5136"},"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":"Wenbo Xu","raw_affiliation_strings":["University of Electronic Science and Technology of China,School of Resources and Environment,Chengdu,China,611731"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Resources and Environment,Chengdu,China,611731","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101816534","display_name":"Li Ren","orcid":"https://orcid.org/0000-0002-7681-484X"},"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":"Li Ren","raw_affiliation_strings":["University of Electronic Science and Technology of China,School of Resources and Environment,Chengdu,China,611731"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Resources and Environment,Chengdu,China,611731","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108050345","display_name":"Jian Li","orcid":"https://orcid.org/0000-0002-5239-9469"},"institutions":[{"id":"https://openalex.org/I11838497","display_name":"Aviation Industry Corporation of China (China)","ror":"https://ror.org/02wq41p38","country_code":"CN","type":"company","lineage":["https://openalex.org/I11838497"]},{"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":"Jian Li","raw_affiliation_strings":["AVIC Jiangxi Hongdu Aviation Industry Group Company,Nanchang,China,330000","University of Electronic Science and Technology of China,School of Resources and Environment,Chengdu,China,611731"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AVIC Jiangxi Hongdu Aviation Industry Group Company,Nanchang,China,330000","institution_ids":["https://openalex.org/I11838497"]},{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Resources and Environment,Chengdu,China,611731","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"6783","last_page":"6786"},"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":0.9998000264167786,"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":0.9998000264167786,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9995999932289124,"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":0.9994000196456909,"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/end-to-end-principle","display_name":"End-to-end principle","score":0.7928740978240967},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.696696400642395},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.6185545325279236},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5363408923149109},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5277736186981201},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5156463384628296},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4823452830314636},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08781147003173828},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.05218753218650818}],"concepts":[{"id":"https://openalex.org/C74296488","wikidata":"https://www.wikidata.org/wiki/Q2527392","display_name":"End-to-end principle","level":2,"score":0.7928740978240967},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.696696400642395},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.6185545325279236},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5363408923149109},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5277736186981201},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5156463384628296},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4823452830314636},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08781147003173828},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.05218753218650818},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss53475.2024.10641870","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10641870","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2623923152","https://openalex.org/W2979458572","https://openalex.org/W2983325429","https://openalex.org/W3034275286","https://openalex.org/W3043075211","https://openalex.org/W3166285241","https://openalex.org/W3189526488","https://openalex.org/W3203518786","https://openalex.org/W4312548398"],"related_works":["https://openalex.org/W3179968364","https://openalex.org/W1999612375","https://openalex.org/W2382997850","https://openalex.org/W2938107654","https://openalex.org/W2390968135","https://openalex.org/W2151749779","https://openalex.org/W3008587939","https://openalex.org/W2382213751","https://openalex.org/W2351750670","https://openalex.org/W1597848696"],"abstract_inverted_index":{"Achieving":[0],"autonomous":[1],"navigation":[2],"and":[3,17,42,88,143,151,157,188],"positioning":[4],"for":[5,31,114,167],"UAV":[6,27,43,69,115],"through":[7],"computer":[8],"vision":[9],"technology":[10],"has":[11,62],"emerged":[12],"as":[13],"a":[14,104,109,128,163],"key":[15],"focus":[16],"hot":[18],"topic":[19],"in":[20,46,68],"current":[21],"research.":[22],"The":[23,119],"precise":[24],"matching":[25,52,58,66,99,131],"of":[26,50,59,74,95,190],"images":[28,41,44],"is":[29],"crucial":[30],"realizing":[32],"this":[33,101],"functionality.":[34],"However,":[35],"the":[36,47,55,72,93,186,191],"intrinsic":[37],"difference":[38],"between":[39,78],"satellite":[40],"resulted":[45],"sub-optimal":[48],"performance":[49],"traditional":[51],"algorithms.":[53],"Although":[54],"depth-local":[56],"feature":[57,117,130,164],"linear":[60,97],"Transformers":[61],"demonstrated":[63],"superior":[64],"hierarchical":[65,129],"capabilities":[67],"image":[70,116],"matching,":[71,153],"lack":[73],"fine":[75],"local":[76,144],"interactions":[77],"pixel":[79],"tokens":[80],"restricts":[81],"their":[82],"ability":[83],"to":[84,146,173],"extract":[85,174],"highly":[86],"accurate":[87],"localized":[89],"correspondences.":[90],"To":[91],"address":[92],"limitations":[94],"existing":[96],"Transformer":[98,113],"algorithms,":[100],"paper":[102],"proposes":[103],"novel":[105],"method":[106],"called":[107],"MixFormer,":[108],"Mixed":[110],"Attention":[111],"Matching":[112],"matching.":[118],"algorithm":[120],"comprises":[121],"two":[122],"main":[123],"aspects:":[124],"firstly,":[125],"it":[126,161],"introduces":[127,162],"attention":[132,136,142,145],"framework":[133],"that":[134],"operates":[135],"at":[137],"different":[138],"scales,":[139],"integrating":[140],"global":[141,148],"achieve":[147],"context":[149],"awareness":[150],"fine-grained":[152],"thereby":[154],"enabling":[155],"efficient":[156],"compact":[158],"implementation.":[159],"Secondly,":[160],"transformation":[165],"module":[166],"transitional":[168],"Convolutional":[169],"Neural":[170],"Network":[171],"(CNN)":[172],"features":[175],"with":[176],"full":[177],"receptive":[178],"fields.":[179],"Experimental":[180],"results":[181],"on":[182],"benchmark":[183],"tests":[184],"confirm":[185],"effectiveness":[187],"efficiency":[189],"proposed":[192],"technique.":[193]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}