{"id":"https://openalex.org/W4412619196","doi":"https://doi.org/10.1109/lgrs.2025.3589677","title":"Mask-Guided and Confidence-Driven Unsupervised Domain Adaptation for Hyperspectral Cross-Scene Classification","display_name":"Mask-Guided and Confidence-Driven Unsupervised Domain Adaptation for Hyperspectral Cross-Scene Classification","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412619196","doi":"https://doi.org/10.1109/lgrs.2025.3589677"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2025.3589677","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2025.3589677","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/A5056982018","display_name":"Ying Cui","orcid":"https://orcid.org/0000-0002-1764-3526"},"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"]},{"id":"https://openalex.org/I890469752","display_name":"Ministry of Industry and Information Technology","ror":"https://ror.org/0385nmy68","country_code":"CN","type":"government","lineage":["https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Cui","raw_affiliation_strings":["College of Information and Communication Engineering, the Key Laboratory of Advanced Marine Communication and Information Technology, Ministry of Industry and Information Technology, and Heilongjiang Collaborative Innovation Center of Advanced Intelligent Perception Technology, Harbin Engineering University, Harbin, China","College of Information and Communication Engineering, Harbin Engineering University, Harbin, China"],"raw_orcid":"https://orcid.org/0000-0002-1764-3526","affiliations":[{"raw_affiliation_string":"College of Information and Communication Engineering, the Key Laboratory of Advanced Marine Communication and Information Technology, Ministry of Industry and Information Technology, and Heilongjiang Collaborative Innovation Center of Advanced Intelligent Perception Technology, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225","https://openalex.org/I890469752"]},{"raw_affiliation_string":"College of Information and Communication Engineering, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030320379","display_name":"Longyu Zhu","orcid":"https://orcid.org/0009-0003-5991-2135"},"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"]},{"id":"https://openalex.org/I890469752","display_name":"Ministry of Industry and Information Technology","ror":"https://ror.org/0385nmy68","country_code":"CN","type":"government","lineage":["https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Longyu Zhu","raw_affiliation_strings":["College of Information and Communication Engineering, the Key Laboratory of Advanced Marine Communication and Information Technology, Ministry of Industry and Information Technology, and Heilongjiang Collaborative Innovation Center of Advanced Intelligent Perception Technology, Harbin Engineering University, Harbin, China","College of Information and Communication Engineering, Harbin Engineering University, Harbin, China"],"raw_orcid":"https://orcid.org/0009-0003-5991-2135","affiliations":[{"raw_affiliation_string":"College of Information and Communication Engineering, the Key Laboratory of Advanced Marine Communication and Information Technology, Ministry of Industry and Information Technology, and Heilongjiang Collaborative Innovation Center of Advanced Intelligent Perception Technology, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225","https://openalex.org/I890469752"]},{"raw_affiliation_string":"College of Information and Communication Engineering, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100636411","display_name":"Liguo Wang","orcid":"https://orcid.org/0000-0001-9373-6233"},"institutions":[{"id":"https://openalex.org/I61565387","display_name":"Dalian Minzu University","ror":"https://ror.org/02hxfx521","country_code":"CN","type":"education","lineage":["https://openalex.org/I61565387"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liguo Wang","raw_affiliation_strings":["College of Information and Communication Engineering, Dalian Minzu University, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0001-9373-6233","affiliations":[{"raw_affiliation_string":"College of Information and Communication Engineering, Dalian Minzu University, Dalian, China","institution_ids":["https://openalex.org/I61565387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100681628","display_name":"Shan Gao","orcid":"https://orcid.org/0000-0003-1950-0729"},"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"]},{"id":"https://openalex.org/I890469752","display_name":"Ministry of Industry and Information Technology","ror":"https://ror.org/0385nmy68","country_code":"CN","type":"government","lineage":["https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shan Gao","raw_affiliation_strings":["College of Information and Communication Engineering, the Key Laboratory of Advanced Marine Communication and Information Technology, Ministry of Industry and Information Technology, and Heilongjiang Collaborative Innovation Center of Advanced Intelligent Perception Technology, Harbin Engineering University, Harbin, China","College of Information and Communication Engineering, Harbin Engineering University, Harbin, China"],"raw_orcid":"https://orcid.org/0000-0003-1950-0729","affiliations":[{"raw_affiliation_string":"College of Information and Communication Engineering, the Key Laboratory of Advanced Marine Communication and Information Technology, Ministry of Industry and Information Technology, and Heilongjiang Collaborative Innovation Center of Advanced Intelligent Perception Technology, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225","https://openalex.org/I890469752"]},{"raw_affiliation_string":"College of Information and Communication Engineering, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101771199","display_name":"Chunhui Zhao","orcid":"https://orcid.org/0000-0001-6756-4394"},"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"]},{"id":"https://openalex.org/I890469752","display_name":"Ministry of Industry and Information Technology","ror":"https://ror.org/0385nmy68","country_code":"CN","type":"government","lineage":["https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunhui Zhao","raw_affiliation_strings":["College of Information and Communication Engineering, the Key Laboratory of Advanced Marine Communication and Information Technology, Ministry of Industry and Information Technology, and Heilongjiang Collaborative Innovation Center of Advanced Intelligent Perception Technology, Harbin Engineering University, Harbin, China","College of Information and Communication Engineering, Harbin Engineering University, Harbin, China"],"raw_orcid":"https://orcid.org/0000-0001-6756-4394","affiliations":[{"raw_affiliation_string":"College of Information and Communication Engineering, the Key Laboratory of Advanced Marine Communication and Information Technology, Ministry of Industry and Information Technology, and Heilongjiang Collaborative Innovation Center of Advanced Intelligent Perception Technology, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225","https://openalex.org/I890469752"]},{"raw_affiliation_string":"College of Information and Communication Engineering, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.762,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.75604377,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"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":0.98580002784729,"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":0.98580002784729,"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":0.8495808839797974},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6910210847854614},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5899572372436523},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.5835114121437073},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5551877021789551},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5035642981529236}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8495808839797974},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6910210847854614},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5899572372436523},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.5835114121437073},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5551877021789551},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5035642981529236},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lgrs.2025.3589677","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2025.3589677","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/G1401961887","display_name":null,"funder_award_id":"3072024XX0807","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2823617068","display_name":null,"funder_award_id":"62371153","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5555033368","display_name":null,"funder_award_id":"2024PMTI03","funder_id":"https://openalex.org/F4320326931","funder_display_name":"State Key Laboratory of Precision Measurement Technology and Instruments"},{"id":"https://openalex.org/G6033038711","display_name":null,"funder_award_id":"62275059","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7424700364","display_name":"\u57fa\u4e8eSVM\u7684\u9ad8\u5149\u8c31\u6570\u636e\u89e3\u6df7\u6280\u672f\u7814\u7a76","funder_award_id":"62071084","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G954311245","display_name":null,"funder_award_id":"YQ2023F014","funder_id":"https://openalex.org/F4320326178","funder_display_name":"Heilongjiang Provincial Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323085","display_name":"Natural Science Foundation of Heilongjiang Province","ror":null},{"id":"https://openalex.org/F4320326178","display_name":"Heilongjiang Provincial Postdoctoral Science Foundation","ror":null},{"id":"https://openalex.org/F4320326931","display_name":"State Key Laboratory of Precision Measurement Technology and Instruments","ror":null},{"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":15,"referenced_works":["https://openalex.org/W1990579857","https://openalex.org/W2792095806","https://openalex.org/W2950925862","https://openalex.org/W3021632667","https://openalex.org/W3201461236","https://openalex.org/W4226090899","https://openalex.org/W4312772581","https://openalex.org/W4312954132","https://openalex.org/W4386858191","https://openalex.org/W4396685392","https://openalex.org/W4397004312","https://openalex.org/W4399206249","https://openalex.org/W4400579912","https://openalex.org/W4400724905","https://openalex.org/W4402436833"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W3209970181","https://openalex.org/W2060875994","https://openalex.org/W3034375524","https://openalex.org/W4230131218","https://openalex.org/W2404757046","https://openalex.org/W2070598848","https://openalex.org/W4394775207","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Hyperspectral":[0],"image":[1],"(HSI)":[2],"classification":[3,166],"holds":[4],"great":[5],"potential":[6],"for":[7,60],"practical":[8],"applications,":[9],"but":[10],"its":[11],"widespread":[12],"adoption":[13],"is":[14],"limited":[15],"by":[16,31],"the":[17,61,81,85,109,133,142],"high":[18],"cost":[19],"of":[20,135,148],"manual":[21],"annotation.":[22],"While":[23],"unsupervised":[24],"domain":[25],"adaptation":[26],"(UDA)":[27],"offers":[28],"a":[29,94,125],"solution":[30],"transferring":[32],"knowledge":[33],"from":[34],"labeled":[35],"source":[36],"domains":[37,42],"(SDs)":[38],"to":[39,78,106],"unlabeled":[40],"target":[41],"(TDs),":[43],"existing":[44,161],"methods":[45,77],"primarily":[46],"focus":[47],"on":[48,132,153],"statistical-level":[49],"distribution":[50],"alignment,":[51],"neglecting":[52],"instance-level":[53,143],"variations":[54],"in":[55,72],"TD":[56,149],"data.":[57,150],"In":[58],"addition,":[59],"interfering":[62],"information":[63,147],"such":[64],"as":[65],"noise":[66],"and":[67,96,117,145],"redundancy":[68],"that":[69,158],"are":[70,75],"prevalent":[71],"HSI,":[73],"there":[74],"few":[76],"consider":[79],"processing":[80],"original":[82],"data":[83,112],"at":[84],"point":[86],"level.":[87],"To":[88],"overcome":[89],"these":[90],"limitations,":[91],"we":[92],"propose":[93],"mask-guided":[95],"confidence-driven":[97],"UDA":[98,162],"(MCUDA)":[99],"method.":[100],"It":[101,122],"introduces":[102],"point-level":[103],"learnable":[104],"masks":[105],"dynamically":[107],"optimize":[108],"input":[110],"HSI":[111],"cube,":[113],"effectively":[114],"suppressing":[115],"interference":[116],"enhancing":[118],"domain-invariant":[119],"feature":[120],"extraction.":[121],"also":[123],"proposes":[124],"pseudolabel":[126],"sample":[127],"set":[128],"generation":[129],"strategy":[130],"based":[131],"idea":[134],"confident":[136],"learning,":[137],"which":[138],"takes":[139],"into":[140],"account":[141],"differences":[144],"domain-related":[146],"Comprehensive":[151],"experiments":[152],"two":[154],"cross-scene":[155],"datasets":[156],"demonstrate":[157],"MCUDA":[159],"outperforms":[160],"methods,":[163],"achieving":[164],"superior":[165],"accuracy.":[167]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}