{"id":"https://openalex.org/W4406946805","doi":"https://doi.org/10.1109/lgrs.2025.3536164","title":"Feature Enhancement and Feedback Network for Change Detection in Remote Sensing Images","display_name":"Feature Enhancement and Feedback Network for Change Detection in Remote Sensing Images","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4406946805","doi":"https://doi.org/10.1109/lgrs.2025.3536164"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2025.3536164","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2025.3536164","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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 Geoscience and Remote Sensing Letters","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/A5060898595","display_name":"Zhenghao Jiang","orcid":"https://orcid.org/0009-0001-4705-9259"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenghao Jiang","raw_affiliation_strings":["School of Resources and Environmental Engineering, Anhui University, Hefei, China"],"raw_orcid":"https://orcid.org/0009-0001-4705-9259","affiliations":[{"raw_affiliation_string":"School of Resources and Environmental Engineering, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088351292","display_name":"Biao Wang","orcid":"https://orcid.org/0000-0002-3594-7953"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Biao Wang","raw_affiliation_strings":["School of Resources and Environmental Engineering, Anhui University, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-3594-7953","affiliations":[{"raw_affiliation_string":"School of Resources and Environmental Engineering, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103659095","display_name":"Xiao Xu","orcid":"https://orcid.org/0000-0002-9136-8980"},"institutions":[{"id":"https://openalex.org/I4210152737","display_name":"Jinhua University of Vocational Technology","ror":"https://ror.org/047hbb113","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152737"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Xu","raw_affiliation_strings":["Department of Art and Design, Jining Polytechnic, Jining, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Art and Design, Jining Polytechnic, Jining, China","institution_ids":["https://openalex.org/I4210152737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036981188","display_name":"Yaobo Zhang","orcid":"https://orcid.org/0000-0002-7878-8040"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"YaoBo Zhang","raw_affiliation_strings":["Anhui Land Satellite Remote Sensing Application Technology Center, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anhui Land Satellite Remote Sensing Application Technology Center, Hefei, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088919841","display_name":"Peng Zhang","orcid":"https://orcid.org/0000-0002-9062-9448"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Zhang","raw_affiliation_strings":["School of Artificial Intelligence, Anhui University, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-9062-9448","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100458040","display_name":"Yanlan Wu","orcid":"https://orcid.org/0000-0002-8983-3150"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanlan Wu","raw_affiliation_strings":["School of Artificial Intelligence, Anhui University, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-8983-3150","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101436329","display_name":"Hui Yang","orcid":"https://orcid.org/0000-0002-6701-6766"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Yang","raw_affiliation_strings":["Institutes of Physical Science and Information Technology, Anhui University, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-6701-6766","affiliations":[{"raw_affiliation_string":"Institutes of Physical Science and Information Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I2802624667","https://openalex.org/I143868143"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.7762,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.97131061,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"22","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":0.9994999766349792,"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":0.9994999766349792,"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":0.9930999875068665,"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":0.9825000166893005,"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/computer-science","display_name":"Computer science","score":0.7117933630943298},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5944716930389404},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5425487160682678},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5250064134597778},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.5224325060844421},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4762987196445465},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3649711608886719},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3629388213157654},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.07908487319946289}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7117933630943298},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5944716930389404},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5425487160682678},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5250064134597778},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.5224325060844421},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4762987196445465},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3649711608886719},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3629388213157654},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.07908487319946289},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lgrs.2025.3536164","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2025.3536164","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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 Geoscience and Remote Sensing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2372021879","display_name":null,"funder_award_id":"42101381","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5092423305","display_name":null,"funder_award_id":"41901282","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5908964344","display_name":null,"funder_award_id":"2308085MD126","funder_id":"https://openalex.org/F4320334897","funder_display_name":"Natural Science Foundation of Anhui Province"},{"id":"https://openalex.org/G623026953","display_name":null,"funder_award_id":"202104b11020022","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6648801017","display_name":"\u652f\u6301\u591a\u7279\u5f81\u6574\u5408\u89c6\u89c9\u6ce8\u610f\u673a\u5236\u7684\u503e\u659c\u6444\u5f71\u70b9\u4e91\u5206\u7c7b\u6df1\u5ea6\u5b66\u4e60\u65b9\u6cd5","funder_award_id":"41971311","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"},{"id":"https://openalex.org/F4320334897","display_name":"Natural Science Foundation of Anhui Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2112796928","https://openalex.org/W2616247523","https://openalex.org/W2891248708","https://openalex.org/W2908320224","https://openalex.org/W3027225766","https://openalex.org/W3102564565","https://openalex.org/W3130754787","https://openalex.org/W3135230039","https://openalex.org/W3138516171","https://openalex.org/W3180045188","https://openalex.org/W4226228401","https://openalex.org/W4226305459","https://openalex.org/W4312549298","https://openalex.org/W4385245566","https://openalex.org/W4385863649","https://openalex.org/W4386076267","https://openalex.org/W4392719543","https://openalex.org/W4394973591","https://openalex.org/W4400351917","https://openalex.org/W6839294866"],"related_works":["https://openalex.org/W2601157893","https://openalex.org/W2373006798","https://openalex.org/W2131735617","https://openalex.org/W2056912418","https://openalex.org/W2033213769","https://openalex.org/W4312376745","https://openalex.org/W2136016640","https://openalex.org/W2049538278","https://openalex.org/W2886173746","https://openalex.org/W4200043248"],"abstract_inverted_index":{"Remote":[0],"sensing":[1,57],"change":[2,73,92,143],"detection":[3,163],"(CD)":[4],"has":[5],"garnered":[6],"extensive":[7],"research":[8],"and":[9,36,87,103,162,169,188],"application":[10],"due":[11],"to":[12,15,84,119,145],"its":[13],"ability":[14],"identify":[16],"changes":[17],"in":[18,54,90,158],"land":[19],"features":[20,31,48,125,144],"within":[21],"the":[22,44,71,91,121,127,185,191],"same":[23],"area":[24],"across":[25],"different":[26],"periods.":[27],"CD":[28],"tasks":[29],"require":[30],"with":[32],"strong":[33],"intraclass":[34],"distinctions":[35],"precise":[37],"spatial":[38],"boundary":[39],"details.":[40],"Existing":[41],"methods":[42,61],"enhance":[43],"extraction":[45,66,147],"of":[46,123,182],"difference":[47,65],"but":[49],"significantly":[50],"increase":[51],"computational":[52,160],"complexity":[53],"high-resolution":[55],"remote":[56],"imagery.":[58],"Moreover,":[59],"these":[60,96],"focus":[62],"on":[63,184,190],"pixel-level":[64],"while":[67],"neglecting":[68],"feedback":[69,104,136],"from":[70],"overall":[72],"object.":[74],"As":[75],"a":[76,100,112,133],"result,":[77],"they":[78],"lack":[79],"global":[80],"information":[81],"perception,":[82],"leading":[83],"blurred":[85],"edges":[86],"fragmented":[88],"interiors":[89],"areas.":[93],"To":[94],"address":[95],"challenges,":[97],"we":[98,110,131],"propose":[99],"feature":[101,134],"enhancement":[102,116],"network":[105],"(FEFNet)":[106],"for":[107],"CD.":[108],"First,":[109],"designed":[111],"multilevel":[113],"dual-feature":[114],"fusion":[115],"module":[117,137],"(DFFM)":[118],"improve":[120],"representation":[122],"latent":[124],"between":[126],"bitemporal":[128],"images.":[129],"Second,":[130],"developed":[132],"coupling":[135],"(FCFM)":[138],"that":[139,153],"efficiently":[140],"decodes":[141],"multiscale":[142],"generate":[146],"results.":[148],"The":[149,194],"experimental":[150],"results":[151],"show":[152],"FEFNet":[154,172],"outperforms":[155],"recent":[156],"models":[157],"both":[159],"efficiency":[161],"performance.":[164],"With":[165],"only":[166],"10.56G":[167],"FLOPs":[168],"2.26M":[170],"parameters,":[171],"achieves":[173],"an":[174],"<inline-formula":[175],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[176,201],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[177],"<tex-math":[178],"notation=\"LaTeX\">${F}_{1}$":[179],"</tex-math></inline-formula>":[180],"score":[181],"92.32%":[183],"LEVIR-CD":[186],"dataset":[187],"93.77%":[189],"WHU-CD":[192],"dataset.":[193],"code":[195],"will":[196],"be":[197],"available":[198],"at":[199],"<uri":[200],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/XiaoJ058/RS-CD</uri>.":[202]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
