{"id":"https://openalex.org/W4402302157","doi":"https://doi.org/10.1109/jstars.2024.3455438","title":"PPLM-Net: Partial Patch Local Masking Net for Remote Sensing Image Unsupervised Domain Adaptation Classification","display_name":"PPLM-Net: Partial Patch Local Masking Net for Remote Sensing Image Unsupervised Domain Adaptation Classification","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402302157","doi":"https://doi.org/10.1109/jstars.2024.3455438"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2024.3455438","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/jstars.2024.3455438","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dx.doi.org/10.1109/jstars.2024.3455438","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022046431","display_name":"Junsong Leng","orcid":"https://orcid.org/0000-0001-6443-1190"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junsong Leng","raw_affiliation_strings":["State Key Laboratory of Multispectral Information Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-6443-1190","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Multispectral Information Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100430402","display_name":"Zhong Chen","orcid":"https://orcid.org/0000-0001-8256-0156"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhong Chen","raw_affiliation_strings":["State Key Laboratory of Multispectral Information Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-8256-0156","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Multispectral Information Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113370652","display_name":"Haodong Mu","orcid":null},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haodong Mu","raw_affiliation_strings":["State Key Laboratory of Multispectral Information Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Multispectral Information Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050772058","display_name":"Tianhang Liu","orcid":"https://orcid.org/0009-0003-2096-1124"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianhang Liu","raw_affiliation_strings":["State Key Laboratory of Multispectral Information Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0009-0003-2096-1124","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Multispectral Information Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107095554","display_name":"Hanruo Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanruo Chen","raw_affiliation_strings":["State Key Laboratory of Multispectral Information Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Multispectral Information Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077461682","display_name":"Guoyou Wang","orcid":"https://orcid.org/0000-0001-5447-4111"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoyou Wang","raw_affiliation_strings":["State Key Laboratory of Multispectral Information Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-5447-4111","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Multispectral Information Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":0.5423,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.70264925,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"17","issue":null,"first_page":"17021","last_page":"17035"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9987999796867371,"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":0.9987999796867371,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.9686999917030334,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/net","display_name":"Net (polyhedron)","score":0.799898624420166},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6950468420982361},{"id":"https://openalex.org/keywords/masking","display_name":"Masking (illustration)","score":0.6658859848976135},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5669045448303223},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5099555253982544},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4915042817592621},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.49020177125930786},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.4733591079711914},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4214783310890198},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3537595272064209},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3347969651222229},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1505882740020752},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.09326139092445374}],"concepts":[{"id":"https://openalex.org/C14166107","wikidata":"https://www.wikidata.org/wiki/Q253829","display_name":"Net (polyhedron)","level":2,"score":0.799898624420166},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6950468420982361},{"id":"https://openalex.org/C2777402240","wikidata":"https://www.wikidata.org/wiki/Q6783436","display_name":"Masking (illustration)","level":2,"score":0.6658859848976135},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5669045448303223},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5099555253982544},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4915042817592621},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.49020177125930786},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.4733591079711914},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4214783310890198},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3537595272064209},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3347969651222229},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1505882740020752},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09326139092445374},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"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},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2024.3455438","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/jstars.2024.3455438","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3c9d7924b9fd42059c68c592254cf92f","is_oa":true,"landing_page_url":"https://doaj.org/article/3c9d7924b9fd42059c68c592254cf92f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 17021-17035 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2024.3455438","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/jstars.2024.3455438","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":76,"referenced_works":["https://openalex.org/W1731081199","https://openalex.org/W1980038761","https://openalex.org/W2020912318","https://openalex.org/W2131386954","https://openalex.org/W2187089797","https://openalex.org/W2279034837","https://openalex.org/W2293363371","https://openalex.org/W2592962403","https://openalex.org/W2766897166","https://openalex.org/W2795155917","https://openalex.org/W2896457183","https://openalex.org/W2919352650","https://openalex.org/W2953070460","https://openalex.org/W2963073217","https://openalex.org/W2963107255","https://openalex.org/W2963275094","https://openalex.org/W2963532621","https://openalex.org/W2964288524","https://openalex.org/W2978573218","https://openalex.org/W2982410491","https://openalex.org/W3013493337","https://openalex.org/W3045603631","https://openalex.org/W3094502228","https://openalex.org/W3105577662","https://openalex.org/W3108566666","https://openalex.org/W3120804725","https://openalex.org/W3129169341","https://openalex.org/W3131027428","https://openalex.org/W3134134173","https://openalex.org/W3134924435","https://openalex.org/W3135792540","https://openalex.org/W3150696571","https://openalex.org/W3163617518","https://openalex.org/W3170863103","https://openalex.org/W3175294391","https://openalex.org/W3188824417","https://openalex.org/W3196157508","https://openalex.org/W3197787375","https://openalex.org/W3201612248","https://openalex.org/W3206476077","https://openalex.org/W3206953993","https://openalex.org/W3207506706","https://openalex.org/W3213836217","https://openalex.org/W3214096168","https://openalex.org/W3217147624","https://openalex.org/W4213253308","https://openalex.org/W4224322025","https://openalex.org/W4229457118","https://openalex.org/W4287124998","https://openalex.org/W4288391486","https://openalex.org/W4292198371","https://openalex.org/W4293731866","https://openalex.org/W4308503280","https://openalex.org/W4312312750","https://openalex.org/W4312775058","https://openalex.org/W4312804044","https://openalex.org/W4313063910","https://openalex.org/W4313156423","https://openalex.org/W4313525589","https://openalex.org/W4313627848","https://openalex.org/W4317038436","https://openalex.org/W4318620405","https://openalex.org/W4319083668","https://openalex.org/W4319831775","https://openalex.org/W4320018395","https://openalex.org/W4321608682","https://openalex.org/W4323316568","https://openalex.org/W4324144346","https://openalex.org/W4377235163","https://openalex.org/W4382371057","https://openalex.org/W4382465386","https://openalex.org/W4384519088","https://openalex.org/W4384521492","https://openalex.org/W4386047746","https://openalex.org/W4386223445","https://openalex.org/W4398188153"],"related_works":["https://openalex.org/W3081694532","https://openalex.org/W2912321008","https://openalex.org/W2997567050","https://openalex.org/W1998607122","https://openalex.org/W1969211203","https://openalex.org/W2324368075","https://openalex.org/W2972124131","https://openalex.org/W338149487","https://openalex.org/W4403012196","https://openalex.org/W4394775207"],"abstract_inverted_index":{"In":[0,64],"remote":[1,80,97,149,201],"sensing":[2,81,98,150,202],"image":[3],"classification":[4,95,181,198,239],"task,":[5],"it":[6],"is":[7],"often":[8],"apply":[9],"a":[10,86,106,112,120,191],"model":[11,46,59,139,160],"trained":[12,176],"on":[13,142,241],"one":[14],"dataset":[15,20,192],"(source":[16],"domain)":[17],"to":[18,25,52,66,130,140,158,183,194],"another":[19],"(target":[21],"domain).":[22],"However,":[23],"due":[24],"the":[26,42,45,54,58,61,67,128,138,143,195,225,232],"presence":[27],"of":[28,44,57,69,96,105,146,200],"domain":[29,72,78,92,107,148,171,180,237],"shift":[30],"between":[31],"these":[32],"domains":[33],"where":[34],"data":[35],"are":[36],"not":[37],"independent":[38],"and":[39,74,119,186],"identically":[40],"distributed,":[41],"performance":[43,56],"typically":[47],"deteriorates.":[48],"Domain":[49],"adaptation":[50,93,238],"aims":[51],"improve":[53,159],"generalization":[55],"in":[60,79,235],"target":[62,77,147,170,179],"domain.":[63],"response":[65],"challenges":[68],"intricate":[70,153],"backgrounds,":[71,154],"shift,":[73],"potentially":[75],"unlabeled":[76,169],"images,":[82,99],"this":[83],"article":[84],"proposes":[85],"network":[87,103,122,129,164,175],"specifically":[88],"designed":[89],"for":[90,167],"unsupervised":[91],"(UDA)":[94],"named":[100,204],"PPLM-net.":[101],"The":[102,124,134,162,173,243],"consists":[104],"adversarial":[108],"training":[109],"(DAT)":[110],"module,":[111],"partial":[113],"patch":[114],"local":[115],"masking":[116],"(PPLM)":[117],"module":[118,126,136],"teacher\u2013student":[121],"module.":[123],"DAT":[125],"enables":[127],"extract":[131],"domain-invariant":[132],"features.":[133,188],"PPLM":[135,178],"compels":[137],"focus":[141],"global":[144],"information":[145],"images":[151,203,208],"with":[152,177,224],"learning":[155],"contextual":[156],"content":[157],"performance.":[161],"teacher":[163],"generates":[165],"pseudolabels":[166],"complete":[168],"images.":[172,222],"student":[174],"loss":[182],"generate":[184],"robust":[185],"discriminative":[187],"We":[189,206],"construct":[190],"dedicated":[193],"UDA":[196,228],"scene":[197],"task":[199],"RSDA.":[205,242],"collect":[207],"from":[209],"four":[210],"publicly":[211],"available":[212],"datasets":[213],"spanning":[214],"seven":[215],"common":[216],"categories,":[217],"containing":[218],"over":[219],"10":[220],"000":[221],"Compared":[223],"current":[226],"state-of-the-art":[227],"model,":[229],"PPLM-net":[230],"achieves":[231],"best":[233],"results":[234],"12":[236],"tasks":[240],"average":[244],"accuracy":[245],"reaches":[246],"99.115%.":[247]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-01-30T23:17:42.513302","created_date":"2025-10-10T00:00:00"}