{"id":"https://openalex.org/W4404132551","doi":"https://doi.org/10.1109/jstars.2024.3492278","title":"Multifeature Alignment and Matching Network for SAR and Optical Image Registration","display_name":"Multifeature Alignment and Matching Network for SAR and Optical Image Registration","publication_year":2024,"publication_date":"2024-11-07","ids":{"openalex":"https://openalex.org/W4404132551","doi":"https://doi.org/10.1109/jstars.2024.3492278"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2024.3492278","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3492278","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/jstars.2024.3492278","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100602791","display_name":"Xin Hu","orcid":"https://orcid.org/0000-0003-4012-684X"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xin Hu","raw_affiliation_strings":["Remote Sensing Image Processing and Fusion Group, School of Electronic Engineering, Xidian University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Remote Sensing Image Processing and Fusion Group, School of Electronic Engineering, Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100620718","display_name":"Yan Wu","orcid":"https://orcid.org/0000-0001-7502-2341"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Wu","raw_affiliation_strings":["Remote Sensing Image Processing and Fusion Group, School of Electronic Engineering, Xidian University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Remote Sensing Image Processing and Fusion Group, School of Electronic Engineering, Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100662583","display_name":"Ming Li","orcid":"https://orcid.org/0000-0002-4706-5173"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhikang Li","raw_affiliation_strings":["Remote Sensing Image Processing and Fusion Group, School of Electronic Engineering, Xidian University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Remote Sensing Image Processing and Fusion Group, School of Electronic Engineering, Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101489620","display_name":"Zhifei Yang","orcid":"https://orcid.org/0009-0004-9314-8051"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhifei Yang","raw_affiliation_strings":["Remote Sensing Image Processing and Fusion Group, School of Electronic Engineering, Xidian University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Remote Sensing Image Processing and Fusion Group, School of Electronic Engineering, Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100662583","display_name":"Ming Li","orcid":"https://orcid.org/0000-0002-4706-5173"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Li","raw_affiliation_strings":["National Key Laboratory of Radar Signal Processing, Xidian University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Radar Signal Processing, Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100602791"],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":0.4986,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66451392,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"18","issue":null,"first_page":"352","last_page":"367"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9722999930381775,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9722999930381775,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9715999960899353,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9383000135421753,"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/image-registration","display_name":"Image registration","score":0.7292705774307251},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6939641237258911},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6899588108062744},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6367315053939819},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6222956776618958},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.56315016746521},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5520119667053223},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.5114849805831909},{"id":"https://openalex.org/keywords/image-matching","display_name":"Image matching","score":0.47039851546287537},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4503260850906372},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.41647979617118835},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.102102130651474}],"concepts":[{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.7292705774307251},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6939641237258911},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6899588108062744},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6367315053939819},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6222956776618958},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.56315016746521},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5520119667053223},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.5114849805831909},{"id":"https://openalex.org/C2986492983","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image matching","level":3,"score":0.47039851546287537},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4503260850906372},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.41647979617118835},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.102102130651474},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2024.3492278","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3492278","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ce17f7adfb8441d48ed234eb2cb31197","is_oa":true,"landing_page_url":"https://doaj.org/article/ce17f7adfb8441d48ed234eb2cb31197","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 18, Pp 352-367 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2024.3492278","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3492278","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2395021404","display_name":null,"funder_award_id":"62172321","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/W1522301498","https://openalex.org/W1627400044","https://openalex.org/W1686810756","https://openalex.org/W2034872721","https://openalex.org/W2047243114","https://openalex.org/W2085261163","https://openalex.org/W2096733369","https://openalex.org/W2099927035","https://openalex.org/W2117228865","https://openalex.org/W2138621090","https://openalex.org/W2151103935","https://openalex.org/W2222512263","https://openalex.org/W2461937780","https://openalex.org/W2611871019","https://openalex.org/W2792119716","https://openalex.org/W2809252577","https://openalex.org/W2810454813","https://openalex.org/W2931335216","https://openalex.org/W2971888276","https://openalex.org/W2979458572","https://openalex.org/W2983178467","https://openalex.org/W2996444841","https://openalex.org/W3034275286","https://openalex.org/W3035524453","https://openalex.org/W3087985223","https://openalex.org/W3098156937","https://openalex.org/W3124420883","https://openalex.org/W3131096279","https://openalex.org/W3158091578","https://openalex.org/W3164069575","https://openalex.org/W3211110746","https://openalex.org/W3214040583","https://openalex.org/W4206155751","https://openalex.org/W4206987367","https://openalex.org/W4226336958","https://openalex.org/W4280624317","https://openalex.org/W4285192557","https://openalex.org/W4285255440","https://openalex.org/W4285257031","https://openalex.org/W4289792732","https://openalex.org/W4290715643","https://openalex.org/W4295934974","https://openalex.org/W4312272410","https://openalex.org/W4312309830","https://openalex.org/W4312678367","https://openalex.org/W4312683235","https://openalex.org/W4313029572","https://openalex.org/W4315606133","https://openalex.org/W4317796378","https://openalex.org/W4323317274","https://openalex.org/W4362449280","https://openalex.org/W4362653622","https://openalex.org/W4362654402","https://openalex.org/W4377007732","https://openalex.org/W4382203396","https://openalex.org/W4383337627","https://openalex.org/W4385484352","https://openalex.org/W4385603024","https://openalex.org/W4385945233","https://openalex.org/W4386699372","https://openalex.org/W4387272088","https://openalex.org/W4387613617","https://openalex.org/W4387789799","https://openalex.org/W4388100711","https://openalex.org/W4388543795","https://openalex.org/W4388781018","https://openalex.org/W4391594017","https://openalex.org/W4392940296","https://openalex.org/W4393034369","https://openalex.org/W4394841891","https://openalex.org/W4401819987","https://openalex.org/W6631190155","https://openalex.org/W6636759986","https://openalex.org/W6637373629","https://openalex.org/W6682962330"],"related_works":["https://openalex.org/W2384918310","https://openalex.org/W2383808867","https://openalex.org/W2372581239","https://openalex.org/W2107893065","https://openalex.org/W2617958085","https://openalex.org/W1509862229","https://openalex.org/W1974208548","https://openalex.org/W2050706403","https://openalex.org/W1973922169","https://openalex.org/W1519745258"],"abstract_inverted_index":{"Due":[0],"to":[1,33,48,52,97,105,143,165,184,196,214],"the":[2,35,126,145,171,197,204,209,216,219,223,247],"modal":[3],"disparities":[4],"between":[5,39,74,129],"synthetic":[6],"aperture":[7],"radar":[8],"(SAR)":[9],"and":[10,41,71,76,86,99,102,120,139,149,154,173,188,226,238],"optical":[11,42,77,239],"images,":[12,43,78],"effectively":[13],"extracting":[14],"modality-shared":[15,54,107],"structural":[16,37,55,108],"features":[17,28,38,51,56,104,113,122,151,201],"is":[18,46],"crucial":[19],"for":[20,57,68,192],"achieving":[21],"accurate":[22],"registration":[23,66],"results.":[24,231],"Considering":[25],"that":[26,242],"point":[27,101,112,148],"have":[29],"a":[30,65,81,87],"limited":[31],"ability":[32],"describe":[34],"common":[36],"SAR":[40,75,161,237],"graph":[44,117,134],"topology":[45],"introduced":[47],"extract":[49,98],"edge":[50,103,121,150],"derive":[53],"reliable":[58],"registration.":[59],"In":[60,110],"this":[61],"article,":[62],"we":[63,93,136,180],"propose":[64],"network":[67],"multifeature":[69,82,88],"alignment":[70,83],"matching":[72,89,191,230],"(MFAM-RegNet)":[73],"which":[79,169],"includes":[80],"module":[84,90],"(MFAM)":[85],"(MFMM).":[91],"First,":[92],"construct":[94],"an":[95,182],"MFAM":[96],"align":[100],"mine":[106,144],"features.":[109],"MFAM,":[111],"are":[114,123,211],"extracted":[115],"by":[116,125,133,203],"neural":[118],"networks,":[119],"constructed":[124],"feature":[127],"similarity":[128],"two":[130],"keypoints.":[131],"Inspired":[132],"matching,":[135],"design":[137,181],"linear":[138],"quadratic":[140],"contrastive":[141,206],"learning":[142,207],"correspondence":[146],"of":[147,152,175,200,218],"intramodal":[153],"intermodal":[155],"images.":[156],"Second,":[157],"speckle":[158],"noise":[159,167,186],"in":[160],"images":[162],"inevitably":[163],"leads":[164],"some":[166],"labels,":[168],"decreases":[170],"accuracy":[172],"robustness":[174],"our":[176,243],"supervised":[177],"algorithm.":[178],"Therefore,":[179],"MFMM":[183],"modify":[185],"labels":[187,210,221],"use":[189],"bidirectional":[190],"robust":[193],"matching.":[194],"According":[195],"essential":[198],"relationships":[199],"mined":[202],"momentum":[205],"strategy,":[208],"adaptively":[212],"modified":[213],"reduce":[215],"influence":[217],"incorrect":[220],"on":[222,233],"model's":[224],"performance":[225],"achieve":[227],"more":[228],"stable":[229],"Experiments":[232],"three":[234],"publicly":[235],"available":[236],"datasets":[240],"indicate":[241],"proposed":[244],"MFAM-RegNet":[245],"outperforms":[246],"existing":[248],"state-of-the-art":[249],"algorithms.":[250]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}