{"id":"https://openalex.org/W4402979231","doi":"https://doi.org/10.1109/tgrs.2024.3469930","title":"DIEFEN: Differential Information-Enhanced Feature Exchange Network for Hyperspectral Change Detection","display_name":"DIEFEN: Differential Information-Enhanced Feature Exchange Network for Hyperspectral Change Detection","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402979231","doi":"https://doi.org/10.1109/tgrs.2024.3469930"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3469930","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3469930","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/A5109792158","display_name":"Lanxin Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I75900474","display_name":"Hubei University","ror":"https://ror.org/03a60m280","country_code":"CN","type":"education","lineage":["https://openalex.org/I75900474"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lanxin Wu","raw_affiliation_strings":["Hubei Key Laboratory of Applied Mathematics, Faculty of Mathematics and Statistics, and the Key Laboratory of Intelligent Sensing System and Security, Ministry of Education, Hubei University, Wuhan, China","Faculty of Mathematics and Statistics, the Key Laboratory of Intelligent Sensing System and Security, Ministry of Education, Hubei Key Laboratory of Applied Mathematics, Hubei University, Wuhan, P. R. China"],"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Applied Mathematics, Faculty of Mathematics and Statistics, and the Key Laboratory of Intelligent Sensing System and Security, Ministry of Education, Hubei University, Wuhan, China","institution_ids":["https://openalex.org/I75900474"]},{"raw_affiliation_string":"Faculty of Mathematics and Statistics, the Key Laboratory of Intelligent Sensing System and Security, Ministry of Education, Hubei Key Laboratory of Applied Mathematics, Hubei University, Wuhan, P. R. China","institution_ids":["https://openalex.org/I75900474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100732507","display_name":"Lei Ma","orcid":"https://orcid.org/0000-0002-5099-5312"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Ma","raw_affiliation_strings":["Institute of Automation, Chinese Academy of Sciences, Beijing, China","InstituteofAutomation, ChineseAcademyofSciences, Beijing, P. R. China"],"affiliations":[{"raw_affiliation_string":"Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]},{"raw_affiliation_string":"InstituteofAutomation, ChineseAcademyofSciences, Beijing, P. R. China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036030486","display_name":"Jiangtao Peng","orcid":"https://orcid.org/0000-0002-4759-0584"},"institutions":[{"id":"https://openalex.org/I75900474","display_name":"Hubei University","ror":"https://ror.org/03a60m280","country_code":"CN","type":"education","lineage":["https://openalex.org/I75900474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangtao Peng","raw_affiliation_strings":["Hubei Key Laboratory of Applied Mathematics, Faculty of Mathematics and Statistics, and the Key Laboratory of Intelligent Sensing System and Security, Ministry of Education, Hubei University, Wuhan, China","Faculty of Mathematics and Statistics, the Key Laboratory of Intelligent Sensing System and Security, Ministry of Education, Hubei Key Laboratory of Applied Mathematics, Hubei University, Wuhan, P. R. China"],"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Applied Mathematics, Faculty of Mathematics and Statistics, and the Key Laboratory of Intelligent Sensing System and Security, Ministry of Education, Hubei University, Wuhan, China","institution_ids":["https://openalex.org/I75900474"]},{"raw_affiliation_string":"Faculty of Mathematics and Statistics, the Key Laboratory of Intelligent Sensing System and Security, Ministry of Education, Hubei Key Laboratory of Applied Mathematics, Hubei University, Wuhan, P. R. China","institution_ids":["https://openalex.org/I75900474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081858251","display_name":"Bing Yang","orcid":"https://orcid.org/0000-0002-3256-8405"},"institutions":[{"id":"https://openalex.org/I55538621","display_name":"China Jiliang University","ror":"https://ror.org/05v1y0t93","country_code":"CN","type":"education","lineage":["https://openalex.org/I55538621"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Yang","raw_affiliation_strings":["College of Sciences, China Jiliang University, Hangzhou, China","College of Sciences, China Jiliang University, Hangzhou, P. R. China"],"affiliations":[{"raw_affiliation_string":"College of Sciences, China Jiliang University, Hangzhou, China","institution_ids":["https://openalex.org/I55538621"]},{"raw_affiliation_string":"College of Sciences, China Jiliang University, Hangzhou, P. R. China","institution_ids":["https://openalex.org/I55538621"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050009113","display_name":"Weiwei Sun","orcid":"https://orcid.org/0000-0003-3399-7858"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiwei Sun","raw_affiliation_strings":["Department of Geography and Spatial Information Techniques, Ningbo University, Ningbo, China","Department of Geography and Spatial Information Techniques, Ningbo University, Ningbo, P. R. China"],"affiliations":[{"raw_affiliation_string":"Department of Geography and Spatial Information Techniques, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]},{"raw_affiliation_string":"Department of Geography and Spatial Information Techniques, Ningbo University, Ningbo, P. R. China","institution_ids":["https://openalex.org/I109935558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104687983","display_name":"Junhao Wang","orcid":"https://orcid.org/0000-0002-3938-8466"},"institutions":[{"id":"https://openalex.org/I4210092055","display_name":"Gezhouba Group (China)","ror":"https://ror.org/00c6xam17","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210092055"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junhao Wang","raw_affiliation_strings":["Hubei Geomatics Technology Group Stock Company Ltd, Wuhan, China","Hubei Geomatics Technology Group Stock Co., Ltd, Wuhan, P. R. China"],"affiliations":[{"raw_affiliation_string":"Hubei Geomatics Technology Group Stock Company Ltd, Wuhan, China","institution_ids":["https://openalex.org/I4210092055"]},{"raw_affiliation_string":"Hubei Geomatics Technology Group Stock Co., Ltd, Wuhan, P. R. China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101531247","display_name":"Xinyu Luo","orcid":"https://orcid.org/0000-0002-4975-6330"},"institutions":[{"id":"https://openalex.org/I75900474","display_name":"Hubei University","ror":"https://ror.org/03a60m280","country_code":"CN","type":"education","lineage":["https://openalex.org/I75900474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyu Luo","raw_affiliation_strings":["Hubei Key Laboratory of Applied Mathematics, Faculty of Mathematics and Statistics, and the Key Laboratory of Intelligent Sensing System and Security, Ministry of Education, Hubei University, Wuhan, China","Faculty of Mathematics and Statistics, the Key Laboratory of Intelligent Sensing System and Security, Ministry of Education, Hubei Key Laboratory of Applied Mathematics, Hubei University, Wuhan, P. R. China"],"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Applied Mathematics, Faculty of Mathematics and Statistics, and the Key Laboratory of Intelligent Sensing System and Security, Ministry of Education, Hubei University, Wuhan, China","institution_ids":["https://openalex.org/I75900474"]},{"raw_affiliation_string":"Faculty of Mathematics and Statistics, the Key Laboratory of Intelligent Sensing System and Security, Ministry of Education, Hubei Key Laboratory of Applied Mathematics, Hubei University, Wuhan, P. R. China","institution_ids":["https://openalex.org/I75900474"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5109792158"],"corresponding_institution_ids":["https://openalex.org/I75900474"],"apc_list":null,"apc_paid":null,"fwci":5.3983,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.96096244,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"62","issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9485999941825867,"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":0.9485999941825867,"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/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.8713446259498596},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.6319952011108398},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.575081467628479},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5522499084472656},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4931477904319763},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45369887351989746},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4470948576927185},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41825225949287415},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.18069225549697876}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8713446259498596},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.6319952011108398},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.575081467628479},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5522499084472656},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4931477904319763},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45369887351989746},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4470948576927185},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41825225949287415},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.18069225549697876},{"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/tgrs.2024.3469930","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3469930","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":[],"awards":[{"id":"https://openalex.org/G6096528537","display_name":null,"funder_award_id":"42171351, 42122009","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":52,"referenced_works":["https://openalex.org/W1977942753","https://openalex.org/W1979061792","https://openalex.org/W1998595580","https://openalex.org/W2001298088","https://openalex.org/W2006383776","https://openalex.org/W2104374858","https://openalex.org/W2118116484","https://openalex.org/W2128117981","https://openalex.org/W2140815821","https://openalex.org/W2153864221","https://openalex.org/W2165577558","https://openalex.org/W2528975388","https://openalex.org/W2792827505","https://openalex.org/W2884276099","https://openalex.org/W2899003677","https://openalex.org/W2902788350","https://openalex.org/W2910587630","https://openalex.org/W2953308875","https://openalex.org/W2989751901","https://openalex.org/W3037587714","https://openalex.org/W3039321110","https://openalex.org/W3144332889","https://openalex.org/W3163378941","https://openalex.org/W3168931281","https://openalex.org/W3171001481","https://openalex.org/W3180045188","https://openalex.org/W3189451737","https://openalex.org/W4210888162","https://openalex.org/W4226228401","https://openalex.org/W4226361741","https://openalex.org/W4285177833","https://openalex.org/W4293193225","https://openalex.org/W4293812296","https://openalex.org/W4312963628","https://openalex.org/W4313438466","https://openalex.org/W4316013166","https://openalex.org/W4319865968","https://openalex.org/W4321601151","https://openalex.org/W4323338432","https://openalex.org/W4360770887","https://openalex.org/W4361987254","https://openalex.org/W4376851455","https://openalex.org/W4377079808","https://openalex.org/W4385338433","https://openalex.org/W4385346076","https://openalex.org/W4386918724","https://openalex.org/W4387986992","https://openalex.org/W4387987035","https://openalex.org/W4389104771","https://openalex.org/W4390871627","https://openalex.org/W4399449678","https://openalex.org/W6629944422"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W3209970181","https://openalex.org/W2060875994","https://openalex.org/W2385371209","https://openalex.org/W1973197867","https://openalex.org/W4250051149","https://openalex.org/W2083270190","https://openalex.org/W1991437568","https://openalex.org/W4281675222","https://openalex.org/W2568271140"],"abstract_inverted_index":{"Hyperspectral":[0],"image":[1,96],"(HSI)":[2],"change":[3],"detection":[4],"(CD)":[5],"has":[6],"gained":[7],"significant":[8],"attention":[9,107,137],"in":[10,41],"the":[11,34,51,73,85,92,118,161,174,186],"field":[12],"of":[13,53,94,121,163,185],"remote":[14],"sensing.":[15],"Current":[16],"CD":[17,42,100,170],"methods":[18],"typically":[19],"extract":[20,143],"features":[21,54,97,158],"based":[22],"on":[23,167],"spatial":[24,61],"or":[25],"spectral":[26],"correlations":[27],"between":[28,55,88],"bitemporal":[29,95,122],"HSIs,":[30],"which":[31,83],"often":[32],"overlook":[33],"difference":[35,86,114],"information,":[36],"leading":[37],"to":[38,98,112,116,142,156],"a":[39,69,149],"decrease":[40],"accuracy.":[43,101],"Furthermore,":[44],"these":[45,65],"algorithms":[46],"do":[47],"not":[48],"fully":[49],"consider":[50],"alignment":[52,93],"images":[56,89],"across":[57],"different":[58],"channel":[59],"and":[60,90,128,135,145,148,159],"dimensions.":[62],"To":[63],"tackle":[64],"issues,":[66],"we":[67],"propose":[68],"novel":[70],"approach":[71],"called":[72],"differential":[74,105],"information-enhanced":[75],"feature":[76,119,133],"exchange":[77],"network":[78],"(DIEFEN)":[79],"for":[80],"HSI":[81,169],"CD,":[82],"leverages":[84],"information":[87,115],"enhances":[91],"improve":[99],"Specifically,":[102],"an":[103],"enhanced":[104],"multihead":[106],"(EDMA)":[108],"module":[109,139,153],"is":[110,140,154,189],"proposed":[111,175,187],"utilize":[113],"guide":[117],"aggregation":[120],"images,":[123],"effectively":[124],"highlighting":[125],"changing":[126],"pixels":[127],"suppressing":[129],"unchanging":[130],"pixels.":[131],"A":[132],"focus":[134],"long-range":[136],"(FFLA)":[138],"designed":[141],"local":[144],"global":[146],"features,":[147],"channel-spatial":[150],"interaction":[151],"(CSI)":[152],"constructed":[155],"align":[157],"mitigate":[160],"impact":[162],"noise.":[164],"Experimental":[165],"results":[166],"three":[168],"datasets":[171],"demonstrate":[172],"that":[173],"DIEFEN":[176,188],"method":[177],"outperforms":[178],"several":[179],"state-of-the-art":[180],"methods.":[181],"The":[182],"source":[183],"code":[184],"released":[190],"at":[191],"<uri":[192],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[193],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/creativeXin/DIEFEN</uri>.":[194]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
