{"id":"https://openalex.org/W4408354869","doi":"https://doi.org/10.1109/icassp49660.2025.10890394","title":"Feature Refinement Decomposition and Relation Preference Enhancement for Remote Sensing Change Detection","display_name":"Feature Refinement Decomposition and Relation Preference Enhancement for Remote Sensing Change Detection","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408354869","doi":"https://doi.org/10.1109/icassp49660.2025.10890394"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10890394","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10890394","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-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/A5100574083","display_name":"Wenqi Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenqi Zheng","raw_affiliation_strings":["Harbin Engineering University,College of Computer Science and Technology,China"],"affiliations":[{"raw_affiliation_string":"Harbin Engineering University,College of Computer Science and Technology,China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100613502","display_name":"Jianing Chen","orcid":"https://orcid.org/0000-0002-7525-1424"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianing Chen","raw_affiliation_strings":["Harbin Engineering University,College of Computer Science and Technology,China"],"affiliations":[{"raw_affiliation_string":"Harbin Engineering University,College of Computer Science and Technology,China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114238269","display_name":"Junze Yang","orcid":"https://orcid.org/0000-0003-4206-8794"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junze Yang","raw_affiliation_strings":["Harbin Engineering University,College of Computer Science and Technology,China"],"affiliations":[{"raw_affiliation_string":"Harbin Engineering University,College of Computer Science and Technology,China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082522896","display_name":"Chuhao Chen","orcid":"https://orcid.org/0009-0003-6286-8964"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuhao Chen","raw_affiliation_strings":["Harbin Engineering University,College of Computer Science and Technology,China"],"affiliations":[{"raw_affiliation_string":"Harbin Engineering University,College of Computer Science and Technology,China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027775423","display_name":"Wei Li","orcid":"https://orcid.org/0000-0003-0998-5435"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Li","raw_affiliation_strings":["Harbin Engineering University,College of Computer Science and Technology,China"],"affiliations":[{"raw_affiliation_string":"Harbin Engineering University,College of Computer Science and Technology,China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069494737","display_name":"Rahul Yadav","orcid":"https://orcid.org/0000-0001-7514-4517"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rahul Yadav","raw_affiliation_strings":["Harbin Engineering University,College of Computer Science and Technology,China"],"affiliations":[{"raw_affiliation_string":"Harbin Engineering University,College of Computer Science and Technology,China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080015931","display_name":"Xiangxu Meng","orcid":"https://orcid.org/0000-0001-9842-4044"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangxu Meng","raw_affiliation_strings":["Harbin Engineering University,College of Computer Science and Technology,China"],"affiliations":[{"raw_affiliation_string":"Harbin Engineering University,College of Computer Science and Technology,China","institution_ids":["https://openalex.org/I151727225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100574083"],"corresponding_institution_ids":["https://openalex.org/I151727225"],"apc_list":null,"apc_paid":null,"fwci":8.3509,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.97356243,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9991999864578247,"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":0.9991999864578247,"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"}},{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.963699996471405,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.69268399477005},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6527761816978455},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.6518121361732483},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.6379504799842834},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.567500114440918},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.49848484992980957},{"id":"https://openalex.org/keywords/preference-relation","display_name":"Preference relation","score":0.45777249336242676},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43125060200691223},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42563438415527344},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3855949342250824},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18715155124664307},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1498287320137024},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.07689905166625977}],"concepts":[{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.69268399477005},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6527761816978455},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.6518121361732483},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.6379504799842834},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.567500114440918},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.49848484992980957},{"id":"https://openalex.org/C2777062324","wikidata":"https://www.wikidata.org/wiki/Q25036211","display_name":"Preference relation","level":3,"score":0.45777249336242676},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43125060200691223},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42563438415527344},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3855949342250824},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18715155124664307},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1498287320137024},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.07689905166625977},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10890394","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10890394","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6600000262260437,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W170026952","https://openalex.org/W1522301498","https://openalex.org/W2194775991","https://openalex.org/W2891248708","https://openalex.org/W2921442714","https://openalex.org/W2929430436","https://openalex.org/W3006683367","https://openalex.org/W3027225766","https://openalex.org/W3048064159","https://openalex.org/W3131500599","https://openalex.org/W3180045188","https://openalex.org/W3204197760","https://openalex.org/W4285298122","https://openalex.org/W4297798428","https://openalex.org/W4312918841","https://openalex.org/W4318767292","https://openalex.org/W4385245566","https://openalex.org/W4385574936","https://openalex.org/W4386076504","https://openalex.org/W4387211307","https://openalex.org/W4390872537","https://openalex.org/W4390874575","https://openalex.org/W4391305801","https://openalex.org/W4391559577","https://openalex.org/W4392154914","https://openalex.org/W4392909631","https://openalex.org/W4393935112","https://openalex.org/W4399619736","https://openalex.org/W4400019805","https://openalex.org/W4401307446","https://openalex.org/W4403222982","https://openalex.org/W4404088043","https://openalex.org/W4411631879","https://openalex.org/W6631190155","https://openalex.org/W6714644935","https://openalex.org/W6739901393","https://openalex.org/W6774054309","https://openalex.org/W6874135059"],"related_works":["https://openalex.org/W4205262062","https://openalex.org/W2096290915","https://openalex.org/W2408137423","https://openalex.org/W2022533988","https://openalex.org/W2790208073","https://openalex.org/W2016410556","https://openalex.org/W1595663582","https://openalex.org/W3122913338","https://openalex.org/W2164213946","https://openalex.org/W4232816123"],"abstract_inverted_index":{"Remote":[0],"Sensing":[1],"Change":[2],"Detection":[3],"(RSCD)":[4],"is":[5],"essential":[6],"for":[7,89,134],"identifying":[8],"alterations":[9],"within":[10],"geographical":[11],"landscapes":[12],"based":[13,57],"on":[14,59,145,164],"dual-temporal":[15],"imagery.":[16],"Current":[17],"methods":[18,66],"often":[19,67],"enhance":[20,126],"global":[21,30,103],"modeling":[22],"through":[23],"the":[24,52,60,165],"use":[25],"of":[26],"Transformers":[27],"or":[28],"integrate":[29],"and":[31,49,102,110,121,161,168,176],"local":[32],"features":[33,56,120],"in":[34],"a":[35,70,78,139],"coarse-grained":[36],"manner.":[37],"The":[38],"former":[39],"tends":[40],"to":[41],"overlook":[42],"critical":[43],"details,":[44],"such":[45],"as":[46,69],"change":[47,136],"boundaries":[48],"textures,":[50],"while":[51,172],"latter":[53],"defines":[54],"detailed":[55,101],"solely":[58],"receptive":[61],"field,":[62],"with":[63],"feature":[64,80,95,127],"fusion":[65],"operating":[68],"black":[71],"box.":[72],"In":[73],"this":[74],"paper,":[75],"we":[76,125],"propose":[77],"novel":[79],"refinement":[81],"methodology":[82],"guided":[83],"by":[84],"relation":[85],"preferences,":[86],"specifically":[87],"designed":[88],"RSCD":[90],"tasks.":[91],"Our":[92],"approach":[93],"decomposes":[94],"extraction":[96,112],"into":[97],"components":[98],"that":[99,149],"emphasize":[100],"relationships,":[104],"employing":[105],"3D":[106],"small":[107],"window":[108],"partitioning":[109],"information-preserving":[111],"techniques.":[113],"By":[114],"minimizing":[115],"mutual":[116],"information":[117,130],"between":[118],"refined":[119],"their":[122],"base":[123],"counterparts,":[124],"separability,":[128],"reducing":[129],"coupling.":[131],"This":[132],"allows":[133],"effective":[135],"detection":[137],"using":[138],"simple":[140],"MLP":[141],"structure.":[142],"Experimental":[143],"results":[144],"three":[146],"datasets":[147],"demonstrate":[148],"our":[150],"method":[151],"surpasses":[152],"previous":[153],"state-of-the-art":[154],"models,":[155],"achieving":[156],"89.01%":[157],"IoU,":[158,160],"63.29%":[159],"84.73%":[162],"IoU":[163],"Google,":[166],"CLCD,":[167],"PRELEVIR":[169],"datasets,":[170],"respectively,":[171],"maintaining":[173],"superior":[174],"performance":[175],"computational":[177],"efficiency.":[178],"Code":[179],"can":[180],"be":[181],"available:":[182],"https://github.com/mxx123321/remote_sensing.":[183]},"counts_by_year":[{"year":2025,"cited_by_count":7}],"updated_date":"2026-02-25T23:00:34.991745","created_date":"2025-10-10T00:00:00"}
