{"id":"https://openalex.org/W4409076771","doi":"https://doi.org/10.1109/jstars.2025.3556723","title":"MSA: Mamba Semantic Alignment Networks for Remote Sensing Change Detection","display_name":"MSA: Mamba Semantic Alignment Networks for Remote Sensing Change Detection","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409076771","doi":"https://doi.org/10.1109/jstars.2025.3556723"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2025.3556723","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3556723","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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.2025.3556723","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007091110","display_name":"Zhenyang Huang","orcid":"https://orcid.org/0009-0007-3785-8800"},"institutions":[{"id":"https://openalex.org/I83776822","display_name":"Shandong Institute of Business and Technology","ror":"https://ror.org/03rrkrc24","country_code":"CN","type":"education","lineage":["https://openalex.org/I83776822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenyang Huang","raw_affiliation_strings":["School of Information and Electronic Engineering, Shandong Technology and Business University, Yantai, China"],"raw_orcid":"https://orcid.org/0009-0007-3785-8800","affiliations":[{"raw_affiliation_string":"School of Information and Electronic Engineering, Shandong Technology and Business University, Yantai, China","institution_ids":["https://openalex.org/I83776822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115920038","display_name":"Peng Duan","orcid":null},"institutions":[{"id":"https://openalex.org/I83776822","display_name":"Shandong Institute of Business and Technology","ror":"https://ror.org/03rrkrc24","country_code":"CN","type":"education","lineage":["https://openalex.org/I83776822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Duan","raw_affiliation_strings":["School of Computer Science and Technology, Shandong Technology and Business University, Yantai, China"],"raw_orcid":"https://orcid.org/0009-0002-2333-4735","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong Technology and Business University, Yantai, China","institution_ids":["https://openalex.org/I83776822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014798392","display_name":"Genji Yuan","orcid":"https://orcid.org/0000-0002-8710-2266"},"institutions":[{"id":"https://openalex.org/I83776822","display_name":"Shandong Institute of Business and Technology","ror":"https://ror.org/03rrkrc24","country_code":"CN","type":"education","lineage":["https://openalex.org/I83776822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Genji Yuan","raw_affiliation_strings":["School of Computer Science and Technology, Shandong Technology and Business University, Yantai, China"],"raw_orcid":"https://orcid.org/0000-0002-8710-2266","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong Technology and Business University, Yantai, China","institution_ids":["https://openalex.org/I83776822"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028836596","display_name":"Jinjiang Li","orcid":"https://orcid.org/0000-0002-2080-8678"},"institutions":[{"id":"https://openalex.org/I83776822","display_name":"Shandong Institute of Business and Technology","ror":"https://ror.org/03rrkrc24","country_code":"CN","type":"education","lineage":["https://openalex.org/I83776822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinjiang Li","raw_affiliation_strings":["School of Computer Science and Technology, Shandong Technology and Business University, Yantai, China"],"raw_orcid":"https://orcid.org/0000-0002-2080-8678","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong Technology and Business University, Yantai, China","institution_ids":["https://openalex.org/I83776822"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I83776822"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":23.606,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.99222928,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"18","issue":null,"first_page":"10625","last_page":"10639"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.9251000285148621,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.9251000285148621,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7307676672935486},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.48374056816101074},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.14916181564331055}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7307676672935486},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.48374056816101074},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.14916181564331055}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2025.3556723","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3556723","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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:96dde4059ed34e4db919e53219d1c8ab","is_oa":true,"landing_page_url":"https://doaj.org/article/96dde4059ed34e4db919e53219d1c8ab","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","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 10625-10639 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2025.3556723","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3556723","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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/G3206296086","display_name":null,"funder_award_id":"62272281","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4423309937","display_name":null,"funder_award_id":"62002200","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4878265459","display_name":"\u57fa\u4e8e\u591a\u6a21\u6001\u878d\u5408\u7684\u4e92\u8054\u7f51\u56fe\u50cf\u4e2d\u4eba\u7269\u884c\u4e3a\u6807\u6ce8\u7814\u7a76","funder_award_id":"61772319","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G944836803","display_name":null,"funder_award_id":"62202268","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":58,"referenced_works":["https://openalex.org/W1485155626","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W2038393286","https://openalex.org/W2067426630","https://openalex.org/W2124386111","https://openalex.org/W2135228726","https://openalex.org/W2172188317","https://openalex.org/W2176673053","https://openalex.org/W2194775991","https://openalex.org/W2323766577","https://openalex.org/W2587515503","https://openalex.org/W2800613751","https://openalex.org/W2896311823","https://openalex.org/W2908320224","https://openalex.org/W2917139479","https://openalex.org/W2963111219","https://openalex.org/W2996290406","https://openalex.org/W2997520060","https://openalex.org/W3009942016","https://openalex.org/W3027225766","https://openalex.org/W3036453075","https://openalex.org/W3048064159","https://openalex.org/W3110440461","https://openalex.org/W3119456559","https://openalex.org/W3120467244","https://openalex.org/W3133630855","https://openalex.org/W3157062364","https://openalex.org/W3180045188","https://openalex.org/W3197550180","https://openalex.org/W4213256221","https://openalex.org/W4225648150","https://openalex.org/W4226305459","https://openalex.org/W4226417358","https://openalex.org/W4285298122","https://openalex.org/W4293192733","https://openalex.org/W4312549298","https://openalex.org/W4312832682","https://openalex.org/W4318767292","https://openalex.org/W4318953874","https://openalex.org/W4322505194","https://openalex.org/W4366150256","https://openalex.org/W4366310757","https://openalex.org/W4367663360","https://openalex.org/W4384393272","https://openalex.org/W4385574936","https://openalex.org/W4391467945","https://openalex.org/W4400448280","https://openalex.org/W4403510947","https://openalex.org/W4404654775","https://openalex.org/W4404723685","https://openalex.org/W6637373629","https://openalex.org/W6684665197","https://openalex.org/W6859298233","https://openalex.org/W6861213978","https://openalex.org/W6861387779","https://openalex.org/W6862574146","https://openalex.org/W6863215037"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"With":[0],"the":[1,77,90,118,148,154,158,179],"rapid":[2],"advancement":[3],"of":[4,79,92,163],"Earth":[5],"observation":[6],"technologies,":[7],"remote":[8,47,113],"sensing":[9,48,114],"change":[10,80],"detection":[11],"(CD)":[12],"has":[13],"become":[14],"a":[15,86,132],"crucial":[16],"method":[17],"for":[18,112],"monitoring":[19],"surface":[20],"changes.":[21],"It":[22],"is":[23,85],"widely":[24],"used":[25],"in":[26,97],"areas,":[27],"such":[28],"as":[29],"urban":[30],"expansion,":[31],"disaster":[32],"assessment,":[33],"and":[34,52,157,161,178],"resource":[35],"detection.":[36,81],"Current":[37],"deep":[38],"learning-based":[39],"CD":[40],"methods":[41,187],"typically":[42],"extract":[43],"feature":[44,128,143,170],"information":[45],"from":[46],"images":[49],"through":[50],"downsampling":[51,160],"then":[53],"aggregate":[54],"early":[55],"features":[56,66],"with":[57],"deeper":[58],"ones":[59],"during":[60,127],"upsampling.":[61],"However,":[62],"directly":[63],"aggregating":[64],"these":[65,102],"without":[67],"addressing":[68],"spatial":[69,125],"misalignment":[70,126],"due":[71],"to":[72,88,166],"resolution":[73],"changes":[74],"can":[75],"compromise":[76],"accuracy":[78],"In":[82],"addition,":[83],"there":[84],"need":[87],"address":[89],"challenge":[91],"inadequate":[93],"long-range":[94],"dependency":[95,150],"modeling":[96],"image":[98],"processing.":[99],"To":[100],"tackle":[101],"challenges,":[103],"this":[104],"article":[105],"proposes":[106],"Mamba":[107,155],"semantic":[108,119,134],"alignment":[109],"networks":[110],"(MSA)":[111],"CD.":[115],"MSA":[116,146,174,184],"introduces":[117],"offset":[120,135],"correction":[121],"block,":[122,152],"which":[123],"corrects":[124],"aggregation":[129],"by":[130,142],"incorporating":[131],"learnable":[133],"map,":[136],"thereby":[137],"reducing":[138],"classification":[139],"errors":[140],"caused":[141],"mismatches.":[144],"Furthermore,":[145],"incorporates":[147],"global":[149,169],"enhancement":[151],"leveraging":[153],"architecture":[156],"lossless":[159],"reversibility":[162],"wavelet":[164],"transforms":[165],"significantly":[167],"enhance":[168],"modeling.":[171],"We":[172],"evaluated":[173],"on":[175],"three":[176,190],"datasets,":[177],"experimental":[180],"results":[181],"demonstrate":[182],"that":[183],"outperforms":[185],"mainstream":[186],"across":[188],"all":[189],"datasets.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}