{"id":"https://openalex.org/W4403390849","doi":"https://doi.org/10.1109/jstars.2024.3476175","title":"Trans-Diff: Heterogeneous Domain Adaptation for Remote Sensing Segmentation With Transfer Diffusion","display_name":"Trans-Diff: Heterogeneous Domain Adaptation for Remote Sensing Segmentation With Transfer Diffusion","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403390849","doi":"https://doi.org/10.1109/jstars.2024.3476175"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2024.3476175","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3476175","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":"https://doi.org/10.1109/jstars.2024.3476175","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032054910","display_name":"Yu-Kyung Kang","orcid":"https://orcid.org/0000-0001-6831-6579"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhan Kang","raw_affiliation_strings":["College of Electrical and Information Engineering, Hunan University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0001-6831-6579","affiliations":[{"raw_affiliation_string":"College of Electrical and Information Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jie Wu","orcid":"https://orcid.org/0009-0006-5333-011X"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Wu","raw_affiliation_strings":["College of Electrical and Information Engineering, Hunan University, Changsha, China"],"raw_orcid":"https://orcid.org/0009-0006-5333-011X","affiliations":[{"raw_affiliation_string":"College of Electrical and Information Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101538589","display_name":"Qiang Liu","orcid":"https://orcid.org/0009-0004-1151-7889"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Liu","raw_affiliation_strings":["College of Electrical and Information Engineering, Hunan University, Changsha, China"],"raw_orcid":"https://orcid.org/0009-0004-1151-7889","affiliations":[{"raw_affiliation_string":"College of Electrical and Information Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064831469","display_name":"Jun Yue","orcid":"https://orcid.org/0000-0002-6465-5052"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Yue","raw_affiliation_strings":["School of Automation, Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-6465-5052","affiliations":[{"raw_affiliation_string":"School of Automation, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065061505","display_name":"Leyuan Fang","orcid":"https://orcid.org/0000-0003-2351-4461"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Leyuan Fang","raw_affiliation_strings":["College of Electrical and Information Engineering, Hunan University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0003-2351-4461","affiliations":[{"raw_affiliation_string":"College of Electrical and Information Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":1.2196,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.83202648,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"17","issue":null,"first_page":"18413","last_page":"18426"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.942799985408783,"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"}},"topics":[{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.942799985408783,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9047999978065491,"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/computer-science","display_name":"Computer science","score":0.6875768899917603},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.5491556525230408},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4640582799911499},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4474574625492096},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.44243842363357544},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.42427200078964233},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.41929101943969727},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3193369507789612},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.15011444687843323},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.12693095207214355},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09917312860488892},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09755861759185791}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6875768899917603},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.5491556525230408},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4640582799911499},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4474574625492096},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.44243842363357544},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.42427200078964233},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.41929101943969727},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3193369507789612},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.15011444687843323},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.12693095207214355},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09917312860488892},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09755861759185791},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2024.3476175","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3476175","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:0c71498b252b45a6aeb0fd7a280c09de","is_oa":true,"landing_page_url":"https://doaj.org/article/0c71498b252b45a6aeb0fd7a280c09de","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 18413-18426 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2024.3476175","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3476175","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":[{"id":"https://openalex.org/G4583694037","display_name":null,"funder_award_id":"U22B2014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7131297522","display_name":null,"funder_award_id":"62101072","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":80,"referenced_works":["https://openalex.org/W2033178790","https://openalex.org/W2194775991","https://openalex.org/W2351683706","https://openalex.org/W2630837129","https://openalex.org/W2648242067","https://openalex.org/W2804199516","https://openalex.org/W2889466079","https://openalex.org/W2947113878","https://openalex.org/W2952056941","https://openalex.org/W2954996726","https://openalex.org/W2962793481","https://openalex.org/W2963107255","https://openalex.org/W2964121592","https://openalex.org/W2969893028","https://openalex.org/W2998083796","https://openalex.org/W2998115938","https://openalex.org/W3005485628","https://openalex.org/W3015596228","https://openalex.org/W3035804495","https://openalex.org/W3047868264","https://openalex.org/W3048631361","https://openalex.org/W3082664068","https://openalex.org/W3092609815","https://openalex.org/W3095927019","https://openalex.org/W3102692100","https://openalex.org/W3108560336","https://openalex.org/W3126468854","https://openalex.org/W3134173255","https://openalex.org/W3137356689","https://openalex.org/W3138516171","https://openalex.org/W3173420347","https://openalex.org/W3175294391","https://openalex.org/W3177192381","https://openalex.org/W3193314818","https://openalex.org/W3194371117","https://openalex.org/W3196616669","https://openalex.org/W3204157259","https://openalex.org/W4210400735","https://openalex.org/W4214807529","https://openalex.org/W4225003261","https://openalex.org/W4226004329","https://openalex.org/W4285414338","https://openalex.org/W4285820676","https://openalex.org/W4288099666","https://openalex.org/W4292825900","https://openalex.org/W4310593159","https://openalex.org/W4312234230","https://openalex.org/W4312388283","https://openalex.org/W4312443924","https://openalex.org/W4312744282","https://openalex.org/W4312772581","https://openalex.org/W4312815893","https://openalex.org/W4312863973","https://openalex.org/W4312933868","https://openalex.org/W4313427362","https://openalex.org/W4319299795","https://openalex.org/W4323316568","https://openalex.org/W4386057725","https://openalex.org/W4386076502","https://openalex.org/W4386212324","https://openalex.org/W4387195417","https://openalex.org/W4389778595","https://openalex.org/W4392450086","https://openalex.org/W6610566761","https://openalex.org/W6635084905","https://openalex.org/W6679045638","https://openalex.org/W6738438352","https://openalex.org/W6739696289","https://openalex.org/W6752483423","https://openalex.org/W6765939562","https://openalex.org/W6779505825","https://openalex.org/W6779823529","https://openalex.org/W6781695082","https://openalex.org/W6791353385","https://openalex.org/W6795288823","https://openalex.org/W6797906067","https://openalex.org/W6810535328","https://openalex.org/W6840155194","https://openalex.org/W6840815571","https://openalex.org/W6852648671"],"related_works":["https://openalex.org/W4394775207","https://openalex.org/W4389474468","https://openalex.org/W4300172004","https://openalex.org/W4321649381","https://openalex.org/W2997645659","https://openalex.org/W3180787869","https://openalex.org/W3203792196","https://openalex.org/W2955455867","https://openalex.org/W4295929828","https://openalex.org/W3156096827"],"abstract_inverted_index":{"Domain":[0],"adaptation":[1,61],"has":[2],"been":[3],"demonstrated":[4],"to":[5,10,51,81,116,129,160,184,195],"be":[6,42],"an":[7,124,191],"important":[8],"technique":[9],"reduce":[11,209],"the":[12,78,83,99,105,145,149,163,170,176,198,210,221,230],"expensive":[13],"annotation":[14],"costs":[15],"for":[16,21,44,86,98],"remote":[17,22,88,223],"sensing":[18,23,89,224],"segmentation.":[19,90,119],"However,":[20],"images":[24,45,108,167],"(RSIs)":[25],"acquired":[26],"from":[27,109,181],"different":[28,110,214],"imaging":[29],"modalities":[30,111,215],"with":[31,112,169],"significant":[32],"differences,":[33],"a":[34,52,69,139,155],"model":[35,85,159],"trained":[36],"on":[37,238],"one":[38],"modality":[39,183],"can":[40,207],"hardly":[41],"utilized":[43],"of":[46,107,166,179,216,233],"other":[47],"modalities.":[48],"This":[49,102,206],"leads":[50],"greater":[53],"challenge":[54],"in":[55,138],"domain":[56,60],"adaptation,":[57],"called":[58,72],"heterogeneous":[59,134,240],"(HDA).":[62],"To":[63],"address":[64],"this":[65],"issue,":[66],"we":[67,121,153,189],"propose":[68,123],"novel":[70],"method":[71,128],"transfer":[73,178],"diffusion":[74,84,100,158],"(Trans-Diff),":[75],"which":[76,173],"is":[77],"first":[79,122],"work":[80],"explore":[82],"HDA":[87,118,222],"The":[91],"proposed":[92],"Trans-Diff":[93,234],"constructs":[94],"cross-domain":[95,150,171,211],"unified":[96,146],"prompts":[97],"model.":[101],"approach":[103],"enables":[104],"generation":[106],"specific":[113],"semantics,":[114],"leading":[115],"efficient":[117],"Specifically,":[120],"interrelated":[125],"semantic":[126,131,156,164,177,204],"modeling":[127],"establish":[130],"interrelation":[132],"between":[133,213],"RSIs":[135,180],"and":[136,143,203],"annotations":[137],"high-dimensional":[140],"feature":[141],"space":[142],"extract":[144],"features":[147],"as":[148],"prompts.":[151],"Then,":[152],"construct":[154],"guidance":[157,165],"further":[161],"improve":[162],"generated":[168,199],"prompts,":[172],"effectively":[174,208],"facilitates":[175],"source":[182],"target":[185],"modality.":[186],"In":[187],"addition,":[188],"design":[190],"adaptive":[192],"sampling":[193],"strategy":[194],"dynamically":[196],"regulate":[197],"images'":[200],"stylistic":[201],"consistency":[202],"consistency.":[205],"discrepancies":[212],"RSIs,":[217],"ultimately":[218],"significantly":[219],"improving":[220],"segmentation":[225],"performance.":[226],"Experimental":[227],"results":[228],"demonstrate":[229],"superior":[231],"performance":[232],"over":[235],"advanced":[236],"methods":[237],"several":[239],"RSI":[241],"datasets.":[242]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-12T08:23:45.883708","created_date":"2025-10-10T00:00:00"}