{"id":"https://openalex.org/W4404787612","doi":"https://doi.org/10.1109/lgrs.2024.3506566","title":"Efficient End-to-End Diffusion Model for One-Step SAR-to-Optical Translation","display_name":"Efficient End-to-End Diffusion Model for One-Step SAR-to-Optical Translation","publication_year":2024,"publication_date":"2024-11-27","ids":{"openalex":"https://openalex.org/W4404787612","doi":"https://doi.org/10.1109/lgrs.2024.3506566"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2024.3506566","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2024.3506566","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/A5011078617","display_name":"Jiang Qin","orcid":"https://orcid.org/0000-0002-6949-6556"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiang Qin","raw_affiliation_strings":["Department of Information Engineering, Harbin Institute of Technology, Harbin, China"],"raw_orcid":"https://orcid.org/0000-0002-6949-6556","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000588825","display_name":"Bin Zou","orcid":"https://orcid.org/0000-0001-6135-3174"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Zou","raw_affiliation_strings":["Department of Information Engineering, Harbin Institute of Technology, Harbin, China"],"raw_orcid":"https://orcid.org/0000-0001-6135-3174","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100631651","display_name":"Haolin Li","orcid":"https://orcid.org/0000-0003-1728-6714"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haolin Li","raw_affiliation_strings":["Department of Information Engineering, Harbin Institute of Technology, Harbin, China"],"raw_orcid":"https://orcid.org/0000-0003-1728-6714","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052182532","display_name":"Lamei Zhang","orcid":"https://orcid.org/0000-0002-3595-0001"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lamei Zhang","raw_affiliation_strings":["Department of Information Engineering, Harbin Institute of Technology, Harbin, China"],"raw_orcid":"https://orcid.org/0000-0002-3595-0001","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":1.8206,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.86211411,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.544700026512146,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.544700026512146,"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/T13731","display_name":"Advanced Computing and Algorithms","score":0.4722000062465668,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/end-to-end-principle","display_name":"End-to-end principle","score":0.7132204174995422},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5585134625434875},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.5101888179779053},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.5038949847221375},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2169409692287445},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10279107093811035}],"concepts":[{"id":"https://openalex.org/C74296488","wikidata":"https://www.wikidata.org/wiki/Q2527392","display_name":"End-to-end principle","level":2,"score":0.7132204174995422},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5585134625434875},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.5101888179779053},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.5038949847221375},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2169409692287445},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10279107093811035},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lgrs.2024.3506566","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2024.3506566","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/G6812258156","display_name":null,"funder_award_id":"202306120145","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G7614744860","display_name":null,"funder_award_id":"62271172","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/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2144851790","https://openalex.org/W2810454813","https://openalex.org/W2962785568","https://openalex.org/W2962974533","https://openalex.org/W2963073614","https://openalex.org/W2963800363","https://openalex.org/W3155072588","https://openalex.org/W3200963432","https://openalex.org/W4206522033","https://openalex.org/W4312925550","https://openalex.org/W4313072696","https://openalex.org/W4377261730","https://openalex.org/W4385801691","https://openalex.org/W4389076240","https://openalex.org/W4390873054","https://openalex.org/W4391359239","https://openalex.org/W6779823529","https://openalex.org/W6783713337","https://openalex.org/W6851972558","https://openalex.org/W6855261814","https://openalex.org/W6862964181"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2151749779","https://openalex.org/W3179968364","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109"],"abstract_inverted_index":{"The":[0,230],"undesirable":[1],"distortions":[2],"of":[3,27,46,61,108,160,218],"synthetic":[4],"aperture":[5],"radar":[6],"(SAR)":[7],"images":[8],"pose":[9],"a":[10,21,151],"challenge":[11],"to":[12,110,128,142,166,209,223],"intuitive":[13],"SAR":[14,28,122,225],"interpretation.":[15],"SAR-to-optical":[16],"(S2O)":[17],"image":[18,105,182],"translation":[19,114],"provides":[20],"feasible":[22],"solution":[23],"for":[24,69,83],"easier":[25],"interpretation":[26,226],"and":[29,39,49,57,133,163,187,193,204,227],"supports":[30],"multisensor":[31],"analysis.":[32],"Currently,":[33],"diffusion-based":[34],"S2O":[35,86,113,214],"models":[36,64],"are":[37,125],"emerging":[38],"have":[40],"achieved":[41],"remarkable":[42],"performance":[43,107],"in":[44,115,196],"terms":[45],"perceptual":[47],"metrics":[48],"fidelity.":[50],"However,":[51],"the":[52,103,139,158,202],"numerous":[53],"iterative":[54],"sampling":[55],"steps":[56],"slow":[58],"inference":[59,177],"speed":[60,178],"these":[62],"diffusion":[63,78,164,213],"(DMs)":[65],"limit":[66],"their":[67],"potential":[68,222],"practical":[70],"applications.":[71,229],"In":[72],"this":[73],"letter,":[74],"an":[75,116,184],"efficient":[76,168],"end-to-end":[77,117],"model":[79],"(E3Diff)":[80],"is":[81,148,232],"developed":[82],"real-time":[84,176],"one-step":[85,169],"translation.":[87],"E3Diff":[88,147,174,219],"not":[89],"only":[90],"samples":[91],"as":[92,94],"fast":[93],"generative":[95],"adversarial":[96],"network":[97],"(GAN)":[98],"models,":[99],"but":[100],"also":[101],"retains":[102],"powerful":[104],"synthesis":[106],"DMs":[109],"achieve":[111,134,167],"high-quality":[112],"manner.":[118],"To":[119],"be":[120],"specific,":[121],"spatial":[123],"priors":[124],"first":[126],"incorporated":[127],"provide":[129],"enriched":[130],"conditional":[131],"clues":[132],"more":[135],"precise":[136],"control":[137],"from":[138],"feature":[140],"level":[141],"synthesize":[143],"optical":[144],"images.":[145],"Then,":[146],"accelerated":[149],"by":[150],"hybrid":[152],"refinement":[153],"loss,":[154],"which":[155],"effectively":[156],"integrates":[157],"advantages":[159],"both":[161],"GAN":[162],"components":[165],"sampling.":[170],"Experiments":[171],"show":[172],"that":[173],"achieves":[175],"(0.17":[179],"s":[180],"per":[181],"on":[183,201],"A6000":[185],"GPU)":[186],"demonstrates":[188],"significant":[189],"image-quality":[190],"improvements":[191],"(35%":[192],"27%":[194],"improvement":[195],"Frechet":[197],"inception":[198],"distance":[199],"(FID)":[200],"UNICORN":[203],"SEN12":[205],"dataset,":[206],"respectively)":[207],"compared":[208],"existing":[210],"state-of-the-art":[211],"(SOTA)":[212],"methods.":[215],"This":[216],"advancement":[217],"highlights":[220],"its":[221],"enhance":[224],"cross-modal":[228],"code":[231],"available":[233],"athttps://github.com/DeepSARRS/E3Diff.":[234]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
