{"id":"https://openalex.org/W4412171118","doi":"https://doi.org/10.1109/tgrs.2025.3587704","title":"SPRMamba: A Mamba-Based Saliency Proportion Reconciliatory Network With Squeezed Windows for Remote Sensing Change Detection","display_name":"SPRMamba: A Mamba-Based Saliency Proportion Reconciliatory Network With Squeezed Windows for Remote Sensing Change Detection","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412171118","doi":"https://doi.org/10.1109/tgrs.2025.3587704"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2025.3587704","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3587704","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/A5101819377","display_name":"Siyang Zhou","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":true,"raw_author_name":"Shengning Zhou","raw_affiliation_strings":["School of Computer Science and Technology, Shandong Technology and Business University, Yantai, China"],"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/A5002596064","display_name":"Chengpei Xu","orcid":"https://orcid.org/0000-0001-8860-7701"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I4210130959","display_name":"Mineral Resources","ror":"https://ror.org/039b65w79","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4210130959","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Chengpei Xu","raw_affiliation_strings":["MIoT and IPIN Laboratory, School of Minerals and Energy Resources Engineering, University of New South Wales, Sydney, NSW, Australia","MIoT and IPIN Lab, School of Minerals and Energy Resources Engineering, University of New South Wales, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"MIoT and IPIN Laboratory, School of Minerals and Energy Resources Engineering, University of New South Wales, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]},{"raw_affiliation_string":"MIoT and IPIN Lab, School of Minerals and Energy Resources Engineering, University of New South Wales, NSW, Australia","institution_ids":["https://openalex.org/I4210130959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012984188","display_name":"Guodong Fan","orcid":"https://orcid.org/0000-0003-0382-6142"},"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":"Guodong Fan","raw_affiliation_strings":["School of Computer Science and Technology, Shandong Technology and Business University, Yantai, China"],"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/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"],"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/A5078116487","display_name":"Zhen Hua","orcid":"https://orcid.org/0000-0003-1638-2974"},"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":"Zhen Hua","raw_affiliation_strings":["School of Computer Science and Technology, Shandong Technology and Business University, Yantai, China"],"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/A5039022693","display_name":"Jingchun Zhou","orcid":"https://orcid.org/0000-0002-4111-6240"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingchun Zhou","raw_affiliation_strings":["College of Information Science and Technology, Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101819377"],"corresponding_institution_ids":["https://openalex.org/I83776822"],"apc_list":null,"apc_paid":null,"fwci":2.2743,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.89610836,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"63","issue":null,"first_page":"1","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9822999835014343,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9822999835014343,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/remote-sensing","display_name":"Remote sensing","score":0.6579707860946655},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47105666995048523},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.42857903242111206},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.41196495294570923},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2838593125343323}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6579707860946655},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47105666995048523},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.42857903242111206},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.41196495294570923},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2838593125343323}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2025.3587704","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3587704","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":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.6700000166893005}],"awards":[{"id":"https://openalex.org/G1376590207","display_name":null,"funder_award_id":"12001327","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1681920267","display_name":null,"funder_award_id":"61972235","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1801226835","display_name":null,"funder_award_id":"62301105","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":null,"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":78,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2038855804","https://openalex.org/W2056356839","https://openalex.org/W2057670944","https://openalex.org/W2194775991","https://openalex.org/W2764019020","https://openalex.org/W2789576005","https://openalex.org/W2805152403","https://openalex.org/W2891248708","https://openalex.org/W2908320224","https://openalex.org/W2910587630","https://openalex.org/W2921635783","https://openalex.org/W3027225766","https://openalex.org/W3048064159","https://openalex.org/W3130754787","https://openalex.org/W3138516171","https://openalex.org/W3176330035","https://openalex.org/W3180045188","https://openalex.org/W4224212608","https://openalex.org/W4289656123","https://openalex.org/W4293731930","https://openalex.org/W4312549298","https://openalex.org/W4312984702","https://openalex.org/W4313021481","https://openalex.org/W4318767292","https://openalex.org/W4321380750","https://openalex.org/W4321504721","https://openalex.org/W4360930410","https://openalex.org/W4367721767","https://openalex.org/W4377079808","https://openalex.org/W4378804791","https://openalex.org/W4385574936","https://openalex.org/W4386076550","https://openalex.org/W4386299129","https://openalex.org/W4387757711","https://openalex.org/W4388756939","https://openalex.org/W4389104779","https://openalex.org/W4389104899","https://openalex.org/W4389890877","https://openalex.org/W4390823047","https://openalex.org/W4391021462","https://openalex.org/W4391128886","https://openalex.org/W4391428903","https://openalex.org/W4391467945","https://openalex.org/W4392450279","https://openalex.org/W4392719543","https://openalex.org/W4393171240","https://openalex.org/W4393906060","https://openalex.org/W4394007483","https://openalex.org/W4394744352","https://openalex.org/W4398249074","https://openalex.org/W4399154429","https://openalex.org/W4399619892","https://openalex.org/W4399800955","https://openalex.org/W4400448280","https://openalex.org/W4400644965","https://openalex.org/W4401070665","https://openalex.org/W4401123674","https://openalex.org/W4402260637","https://openalex.org/W4402754177","https://openalex.org/W4403510947","https://openalex.org/W4403635802","https://openalex.org/W4403826941","https://openalex.org/W4403827183","https://openalex.org/W4403977314","https://openalex.org/W4404229685","https://openalex.org/W4404688677","https://openalex.org/W4404723685","https://openalex.org/W4405908078","https://openalex.org/W4407937912","https://openalex.org/W4408222711","https://openalex.org/W6739901393","https://openalex.org/W6803444062","https://openalex.org/W6846132847","https://openalex.org/W6859298233","https://openalex.org/W6861387779","https://openalex.org/W6873833113","https://openalex.org/W6929387057"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2568858292","https://openalex.org/W1515964938","https://openalex.org/W2389381914","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345"],"abstract_inverted_index":{"Remote":[0],"sensing":[1,76],"(RS)":[2],"change":[3,12,51,77,122,147],"detection":[4],"(CD)":[5],"faces":[6],"challenges":[7],"in":[8,40],"effectively":[9],"identifying":[10],"non-salient":[11,36,106,146],"regions,":[13,52],"such":[14],"as":[15],"subtle":[16],"architectural":[17],"modifications":[18],"or":[19,56],"changes":[20],"that":[21,152],"closely":[22],"resemble":[23],"the":[24,31,45,93,101,110,117,142],"background.":[25],"The":[26],"primary":[27],"difficulties":[28],"stem":[29],"from":[30],"weak":[32,96],"feature":[33,143],"representation":[34,102,144],"of":[35,103,145],"changes,":[37],"which":[38,133],"results":[39,150],"insufficient":[41],"model":[42],"response,":[43],"and":[44,50,87,105,121],"high":[46],"similarity":[47],"between":[48,119],"background":[49,120],"leading":[53],"to":[54,91,95,115,140],"misdetection":[55],"omission.":[57],"To":[58,98],"address":[59],"this":[60],"issue,":[61],"we":[62,108,126],"propose":[63],"SPRMamba,":[64],"a":[65,128],"Mamba-based":[66],"saliency":[67,111,130],"proportion":[68,112],"reconciliatory":[69],"network":[70],"with":[71,84],"squeezed":[72],"windows":[73],"for":[74],"remote":[75],"detection.":[78],"It":[79],"introduces":[80],"state":[81],"space":[82],"models":[83],"windowing":[85],"operations":[86],"cross-window":[88],"interaction":[89],"mechanisms":[90],"improve":[92],"response":[94],"signals.":[97],"dynamically":[99],"balance":[100],"salient":[104,138],"features,":[107],"design":[109],"reconciler":[113],"(SPR)":[114],"optimize":[116],"discrimination":[118],"regions.":[123,148],"In":[124],"addition,":[125],"introduce":[127],"sparse":[129],"loss":[131],"function,":[132],"imposes":[134],"sparsity":[135],"constraints":[136],"on":[137,158],"regions":[139],"enhance":[141],"Experimental":[149],"show":[151],"SPRMamba":[153],"significantly":[154],"outperforms":[155],"existing":[156],"methods":[157],"several":[159],"public":[160],"datasets.":[161],"Our":[162],"code":[163],"will":[164],"be":[165],"available":[166],"at":[167],"https://github.com/boomstarzzn/SPRMamba.":[168]},"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"}