{"id":"https://openalex.org/W4402509796","doi":"https://doi.org/10.1109/tgrs.2024.3459937","title":"Cycle Self-Training With Joint Adversarial for Cross-Scene Hyperspectral Image Classification","display_name":"Cycle Self-Training With Joint Adversarial for Cross-Scene Hyperspectral Image Classification","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402509796","doi":"https://doi.org/10.1109/tgrs.2024.3459937"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3459937","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3459937","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/A5100726881","display_name":"Zhongwei Li","orcid":"https://orcid.org/0000-0002-3934-9053"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongwei Li","raw_affiliation_strings":["College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0002-3934-9053","affiliations":[{"raw_affiliation_string":"College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104234418","display_name":"Yajie Yang","orcid":"https://orcid.org/0009-0004-1429-6372"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yajie Yang","raw_affiliation_strings":["College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China"],"raw_orcid":"https://orcid.org/0009-0004-1429-6372","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031199063","display_name":"Leiquan Wang","orcid":"https://orcid.org/0000-0003-4314-0030"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Leiquan Wang","raw_affiliation_strings":["College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0003-4314-0030","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074514063","display_name":"Mingming Xu","orcid":"https://orcid.org/0000-0002-6758-9863"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingming Xu","raw_affiliation_strings":["College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0002-6758-9863","affiliations":[{"raw_affiliation_string":"College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008291362","display_name":"Ziqi Xin","orcid":"https://orcid.org/0000-0001-9255-5481"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziqi Xin","raw_affiliation_strings":["College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0001-9255-5481","affiliations":[{"raw_affiliation_string":"College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113562780","display_name":"Jie Wei","orcid":"https://orcid.org/0009-0004-8007-8197"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Wei","raw_affiliation_strings":["College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020534506","display_name":"Yuewen Wang","orcid":"https://orcid.org/0009-0006-0975-5129"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuewen Wang","raw_affiliation_strings":["College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210162190"],"apc_list":null,"apc_paid":null,"fwci":1.3558,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.83362861,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"62","issue":null,"first_page":"1","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.8133999705314636,"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":0.8133999705314636,"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.7465999722480774,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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":0.7914721965789795},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.7075974941253662},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.695265531539917},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.693767786026001},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6530953645706177},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5740025639533997},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5336132049560547},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.5273842811584473},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5111251473426819},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.47340425848960876},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.4304606318473816},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3937034606933594},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.19015896320343018},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09239846467971802},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07932105660438538}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.7914721965789795},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7075974941253662},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.695265531539917},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.693767786026001},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6530953645706177},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5740025639533997},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5336132049560547},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.5273842811584473},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5111251473426819},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.47340425848960876},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.4304606318473816},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3937034606933594},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.19015896320343018},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09239846467971802},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07932105660438538},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2024.3459937","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3459937","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/G4774257015","display_name":null,"funder_award_id":"24CX07005A","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5727579702","display_name":null,"funder_award_id":"62071491","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/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1965309615","https://openalex.org/W2029316659","https://openalex.org/W2038745668","https://openalex.org/W2090424610","https://openalex.org/W2101711129","https://openalex.org/W2136251662","https://openalex.org/W2137900926","https://openalex.org/W2493435490","https://openalex.org/W2532852010","https://openalex.org/W2593768305","https://openalex.org/W2782517596","https://openalex.org/W2794905319","https://openalex.org/W2914331134","https://openalex.org/W2942454403","https://openalex.org/W2944653015","https://openalex.org/W2962687275","https://openalex.org/W2964808389","https://openalex.org/W2969899502","https://openalex.org/W2991616716","https://openalex.org/W3013493337","https://openalex.org/W3119231693","https://openalex.org/W3119997721","https://openalex.org/W3177316921","https://openalex.org/W3186917005","https://openalex.org/W3201461236","https://openalex.org/W3213283212","https://openalex.org/W4226090899","https://openalex.org/W4288054357","https://openalex.org/W4293370948","https://openalex.org/W4312513332","https://openalex.org/W4312772581","https://openalex.org/W4312954132","https://openalex.org/W4313193709","https://openalex.org/W4313558738","https://openalex.org/W4319299795","https://openalex.org/W4320005440","https://openalex.org/W4365130851","https://openalex.org/W4365152888","https://openalex.org/W4385289414","https://openalex.org/W4386858191","https://openalex.org/W4387350516","https://openalex.org/W4389459071","https://openalex.org/W4391953474","https://openalex.org/W4399206249","https://openalex.org/W6639480849","https://openalex.org/W6683633756","https://openalex.org/W6713955831","https://openalex.org/W6739651123","https://openalex.org/W6750109254","https://openalex.org/W6773005947"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W2502115930","https://openalex.org/W3209970181","https://openalex.org/W2060875994","https://openalex.org/W3034375524","https://openalex.org/W4230131218","https://openalex.org/W3211393740","https://openalex.org/W3208049411","https://openalex.org/W3022908591","https://openalex.org/W4285706568"],"abstract_inverted_index":{"Cross-scene":[0],"hyperspectral":[1,97,206,212],"image":[2,98],"classification":[3,57,101],"(HSIC)":[4],"leverages":[5],"existing":[6,41,78],"knowledge":[7],"to":[8,54,82,129,154,192],"categorize":[9],"unknown":[10],"scenes,":[11],"aligning":[12],"with":[13,107,137],"the":[14,34,60,71,84,113,122,147,162,166,215,218],"practical":[15],"applications":[16],"of":[17,37,62,89,115,165,217],"remote":[18],"sensing":[19],"monitoring.":[20],"However,":[21],"spectral":[22,116,175],"shifts":[23,117],"across":[24],"domains":[25],"pose":[26],"substantial":[27],"challenges":[28],"for":[29,142,196],"this":[30,93],"classification,":[31],"aggravated":[32],"by":[33,74],"insufficient":[35],"number":[36],"labeled":[38],"samples.":[39],"Most":[40],"methods":[42,79],"predominantly":[43],"address":[44],"domain":[45,64,126,131],"alignment":[46],"from":[47],"a":[48,96,138,183],"singular":[49],"perspective,":[50],"rendering":[51],"them":[52],"inadequate":[53],"sustain":[55],"robust":[56],"performance":[58],"in":[59,177],"presence":[61],"significant":[63],"shifts.":[65],"Additionally,":[66],"although":[67],"self-training":[68,106,149],"can":[69],"mitigate":[70],"labeling":[72],"deficiency":[73],"leveraging":[75],"unlabeled":[76],"data,":[77],"often":[80],"fail":[81],"ensure":[83],"effective":[85],"and":[86,174,179,208],"accurate":[87],"utilization":[88],"such":[90],"data.":[91],"Consequently,":[92],"article":[94],"proposes":[95],"(HSI)":[99],"cross-scene":[100,119,205],"architecture":[102],"based":[103],"on":[104,118,201],"cycle":[105,148],"joint":[108,143],"adversarial":[109,127,140,144],"(CSJA),":[110],"which":[111],"mitigates":[112],"impact":[114],"classification.":[120],"Specifically,":[121],"proposed":[123,191,219],"approach":[124],"incorporates":[125],"modules":[128],"reconcile":[130],"distributions":[132],"at":[133],"varying":[134],"granularities,":[135],"coupled":[136],"class":[139],"module":[141,151],"alignment.":[145],"Moreover,":[146],"(CST)":[150],"is":[152,190],"devised":[153],"explicitly":[155],"enforce":[156],"pseudo-label":[157],"generalization,":[158],"thereby":[159],"fully":[160],"harnessing":[161],"informative":[163],"content":[164],"target":[167],"domain.":[168],"To":[169],"effectively":[170],"exploit":[171],"both":[172,197],"spatial":[173],"information":[176],"HSIs":[178],"extract":[180],"discriminative":[181],"features,":[182],"convolutionally":[184],"enhanced":[185],"Transformer":[186],"feature":[187],"extraction":[188],"network":[189],"generate":[193],"feature-rich":[194],"representations":[195],"domains.":[198],"Experimental":[199],"evaluations":[200],"two":[202,209],"publicly":[203],"available":[204],"datasets":[207,213],"self-made":[210],"UAV":[211],"validate":[214],"superiority":[216],"algorithm.":[220]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}