{"id":"https://openalex.org/W4220753391","doi":"https://doi.org/10.3390/rs14061359","title":"SDTGAN: Generation Adversarial Network for Spectral Domain Translation of Remote Sensing Images of the Earth Background Based on Shared Latent Domain","display_name":"SDTGAN: Generation Adversarial Network for Spectral Domain Translation of Remote Sensing Images of the Earth Background Based on Shared Latent Domain","publication_year":2022,"publication_date":"2022-03-11","ids":{"openalex":"https://openalex.org/W4220753391","doi":"https://doi.org/10.3390/rs14061359"},"language":"en","primary_location":{"id":"doi:10.3390/rs14061359","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14061359","pdf_url":"https://www.mdpi.com/2072-4292/14/6/1359/pdf?version=1646977442","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/14/6/1359/pdf?version=1646977442","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100439506","display_name":"Biao Wang","orcid":"https://orcid.org/0000-0003-2721-3957"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Biao Wang","raw_affiliation_strings":["School of Electronic Engineering, Xidian University, Xi\u2019an 710071, China","School of Electronic Engineering, Xidian University, Xi'an 710071, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Engineering, Xidian University, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Electronic Engineering, Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032959892","display_name":"Lingxuan Zhu","orcid":"https://orcid.org/0000-0001-7369-6465"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Lingxuan Zhu","raw_affiliation_strings":["Science and Technology on Electromagnetic Scattering Laboratory, Shanghai 200438, China"],"affiliations":[{"raw_affiliation_string":"Science and Technology on Electromagnetic Scattering Laboratory, Shanghai 200438, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056715697","display_name":"Xing Guo","orcid":"https://orcid.org/0000-0001-7212-1520"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Guo","raw_affiliation_strings":["School of Electronic Engineering, Xidian University, Xi\u2019an 710071, China","School of Electronic Engineering, Xidian University, Xi'an 710071, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Engineering, Xidian University, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Electronic Engineering, Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100625058","display_name":"Xiaobing Wang","orcid":"https://orcid.org/0000-0003-2687-4817"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaobing Wang","raw_affiliation_strings":["Science and Technology on Electromagnetic Scattering Laboratory, Shanghai 200438, China"],"affiliations":[{"raw_affiliation_string":"Science and Technology on Electromagnetic Scattering Laboratory, Shanghai 200438, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020429493","display_name":"Jiaji Wu","orcid":"https://orcid.org/0000-0003-3769-0271"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaji Wu","raw_affiliation_strings":["School of Electronic Engineering, Xidian University, Xi\u2019an 710071, China","School of Electronic Engineering, Xidian University, Xi'an 710071, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Engineering, Xidian University, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Electronic Engineering, Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5032959892"],"corresponding_institution_ids":[],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.226,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.53482688,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"14","issue":"6","first_page":"1359","last_page":"1359"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9962000250816345,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9962000250816345,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9854999780654907,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.980400025844574,"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/computer-science","display_name":"Computer science","score":0.741956353187561},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6440547704696655},{"id":"https://openalex.org/keywords/terrain","display_name":"Terrain","score":0.5995306968688965},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.5318053960800171},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.5313482880592346},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4697727560997009},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4378120005130768},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4223494529724121},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.41693204641342163},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3250182271003723},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.13908281922340393},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09657555818557739},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08307227492332458},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.07373717427253723}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.741956353187561},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6440547704696655},{"id":"https://openalex.org/C161840515","wikidata":"https://www.wikidata.org/wiki/Q186131","display_name":"Terrain","level":2,"score":0.5995306968688965},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.5318053960800171},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.5313482880592346},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4697727560997009},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4378120005130768},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4223494529724121},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.41693204641342163},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3250182271003723},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.13908281922340393},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09657555818557739},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08307227492332458},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.07373717427253723},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs14061359","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14061359","pdf_url":"https://www.mdpi.com/2072-4292/14/6/1359/pdf?version=1646977442","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:dc76d839862543ad8dbf460e2e2dd0f2","is_oa":true,"landing_page_url":"https://doaj.org/article/dc76d839862543ad8dbf460e2e2dd0f2","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 14, Iss 6, p 1359 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/6/1359/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14061359","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 14; Issue 6; Pages: 1359","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14061359","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14061359","pdf_url":"https://www.mdpi.com/2072-4292/14/6/1359/pdf?version=1646977442","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.4300000071525574}],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G25039995","display_name":null,"funder_award_id":"62005205","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","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":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4220753391.pdf","grobid_xml":"https://content.openalex.org/works/W4220753391.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1677182931","https://openalex.org/W1983645538","https://openalex.org/W2013360540","https://openalex.org/W2056409923","https://openalex.org/W2071885758","https://openalex.org/W2086715437","https://openalex.org/W2113352058","https://openalex.org/W2156153885","https://openalex.org/W2331128040","https://openalex.org/W2395611524","https://openalex.org/W2520430674","https://openalex.org/W2522481040","https://openalex.org/W2537637188","https://openalex.org/W2547307714","https://openalex.org/W2766419681","https://openalex.org/W2767657961","https://openalex.org/W2809795042","https://openalex.org/W2890344598","https://openalex.org/W2893739000","https://openalex.org/W2908603759","https://openalex.org/W2912147220","https://openalex.org/W2953599446","https://openalex.org/W2962793481","https://openalex.org/W2963073614","https://openalex.org/W2963444790","https://openalex.org/W2963800363","https://openalex.org/W2963890275","https://openalex.org/W2971871555","https://openalex.org/W2987250212","https://openalex.org/W3012034395","https://openalex.org/W3018221629","https://openalex.org/W3096281486","https://openalex.org/W3109004321","https://openalex.org/W6646175347","https://openalex.org/W6775434287"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W4246396837","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492","https://openalex.org/W4310988119","https://openalex.org/W4285226279","https://openalex.org/W4288019534"],"abstract_inverted_index":{"The":[0,76],"synthesis":[1],"of":[2,7,66,78,108,133],"spectral":[3,62,74],"remote":[4,63,161],"sensing":[5,64,162],"images":[6,65],"the":[8,18,36,48,53,56,67,72,90,106,111,115,131,134,140,143,150,157],"Earth\u2019s":[9,68],"background":[10,69],"is":[11,137],"affected":[12],"by":[13],"various":[14],"factors":[15],"such":[16],"as":[17],"atmosphere,":[19],"illumination":[20],"and":[21,31,41,58,113,128],"terrain,":[22],"which":[23],"makes":[24],"it":[25],"difficult":[26],"to":[27,51,71,86,92,103],"simulate":[28],"random":[29],"disturbance":[30],"real":[32],"textures.":[33],"Based":[34],"on":[35,142],"shared":[37,79],"latent":[38,80],"domain":[39,81],"hypothesis":[40],"generation":[42],"adversarial":[43],"network,":[44],"this":[45],"paper":[46],"proposes":[47],"SDTGAN":[49,152],"method":[50,153],"mine":[52],"correlation":[54],"between":[55],"spectrum":[57,112,164],"directly":[59],"generate":[60],"target":[61],"according":[70],"source":[73],"images.":[75],"introduction":[77],"allows":[82],"multi-spectral":[83],"domains":[84],"connect":[85],"each":[87],"other":[88],"without":[89],"need":[91],"build":[93],"a":[94,122],"one-to-one":[95],"model.":[96],"Meanwhile,":[97],"additional":[98],"feature":[99],"maps":[100],"are":[101],"introduced":[102],"fill":[104],"in":[105,110,160],"lack":[107],"information":[109],"improve":[114],"geographic":[116],"accuracy.":[117],"Through":[118],"supervised":[119],"training":[120],"with":[121],"paired":[123],"dataset,":[124],"cycle":[125],"consistency":[126],"loss,":[127,130],"perceptual":[129],"uniqueness":[132],"output":[135],"result":[136],"guaranteed.":[138],"Finally,":[139],"experiments":[141],"Fengyun":[144],"satellite":[145],"observation":[146],"data":[147],"show":[148],"that":[149],"proposed":[151],"performs":[154],"better":[155],"than":[156],"baseline":[158],"models":[159],"image":[163],"translation.":[165]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}
