{"id":"https://openalex.org/W4401357513","doi":"https://doi.org/10.1109/jstars.2024.3439516","title":"Learning SAR-to-Optical Image Translation via Diffusion Models With Color Memory","display_name":"Learning SAR-to-Optical Image Translation via Diffusion Models With Color Memory","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401357513","doi":"https://doi.org/10.1109/jstars.2024.3439516"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2024.3439516","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3439516","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.2024.3439516","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101449450","display_name":"Zhe Guo","orcid":"https://orcid.org/0000-0001-8024-1434"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhe Guo","raw_affiliation_strings":["School of Electronics and Information, Northwestern Polytechnical University, Xi&#x0027;an, China"],"raw_orcid":"https://orcid.org/0000-0001-8024-1434","affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Northwestern Polytechnical University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114310289","display_name":"Jiayi Liu","orcid":"https://orcid.org/0009-0004-9625-2372"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayi Liu","raw_affiliation_strings":["School of Electronics and Information, Northwestern Polytechnical University, Xi&#x0027;an, China"],"raw_orcid":"https://orcid.org/0009-0004-9625-2372","affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Northwestern Polytechnical University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069096004","display_name":"Qinglin Cai","orcid":"https://orcid.org/0009-0004-7690-8936"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinglin Cai","raw_affiliation_strings":["School of Electronics and Information, Northwestern Polytechnical University, Xi&#x0027;an, China"],"raw_orcid":"https://orcid.org/0009-0004-7690-8936","affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Northwestern Polytechnical University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhibo Zhang","orcid":"https://orcid.org/0009-0002-2209-3335"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhibo Zhang","raw_affiliation_strings":["School of Electronics and Information, Northwestern Polytechnical University, Xi&#x0027;an, China"],"raw_orcid":"https://orcid.org/0009-0002-2209-3335","affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Northwestern Polytechnical University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067207818","display_name":"Shaohui Mei","orcid":"https://orcid.org/0000-0002-8018-596X"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaohui Mei","raw_affiliation_strings":["School of Electronics and Information, Northwestern Polytechnical University, Xi&#x0027;an, China"],"raw_orcid":"https://orcid.org/0000-0002-8018-596X","affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Northwestern Polytechnical University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101449450"],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":2.549,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.90755626,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"17","issue":null,"first_page":"14454","last_page":"14470"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.960099995136261,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9585000276565552,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7980143427848816},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7261755466461182},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.5406517386436462},{"id":"https://openalex.org/keywords/image-translation","display_name":"Image translation","score":0.5121321678161621},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.499065637588501},{"id":"https://openalex.org/keywords/color-image","display_name":"Color image","score":0.42275363206863403},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4014478623867035},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.25162631273269653},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.23513928055763245}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7980143427848816},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7261755466461182},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.5406517386436462},{"id":"https://openalex.org/C2779757391","wikidata":"https://www.wikidata.org/wiki/Q6002292","display_name":"Image translation","level":3,"score":0.5121321678161621},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.499065637588501},{"id":"https://openalex.org/C142616399","wikidata":"https://www.wikidata.org/wiki/Q5148604","display_name":"Color image","level":4,"score":0.42275363206863403},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4014478623867035},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.25162631273269653},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.23513928055763245}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2024.3439516","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3439516","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:2f4322498b31419db58241d127e8448b","is_oa":true,"landing_page_url":"https://doaj.org/article/2f4322498b31419db58241d127e8448b","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 14454-14470 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2024.3439516","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3439516","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/G8424717203","display_name":null,"funder_award_id":"62071384","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W2064076387","https://openalex.org/W2114770744","https://openalex.org/W2125389028","https://openalex.org/W2786355301","https://openalex.org/W2810454813","https://openalex.org/W2962785568","https://openalex.org/W2962793481","https://openalex.org/W2963073614","https://openalex.org/W2963800363","https://openalex.org/W2973660294","https://openalex.org/W3017320838","https://openalex.org/W3137605934","https://openalex.org/W3153819643","https://openalex.org/W3155072588","https://openalex.org/W3179041635","https://openalex.org/W3180355996","https://openalex.org/W3196616669","https://openalex.org/W3206288090","https://openalex.org/W3209698263","https://openalex.org/W3212022090","https://openalex.org/W3213738664","https://openalex.org/W3215865232","https://openalex.org/W4221159622","https://openalex.org/W4226437654","https://openalex.org/W4285179303","https://openalex.org/W4292826012","https://openalex.org/W4312611884","https://openalex.org/W4312696412","https://openalex.org/W4312696983","https://openalex.org/W4312806975","https://openalex.org/W4312933868","https://openalex.org/W4313072696","https://openalex.org/W4313476697","https://openalex.org/W4385574797","https://openalex.org/W4386072054","https://openalex.org/W4386072096","https://openalex.org/W4386075993","https://openalex.org/W4386076617","https://openalex.org/W4386083026","https://openalex.org/W4389076240","https://openalex.org/W6678815747","https://openalex.org/W6679045638","https://openalex.org/W6779823529","https://openalex.org/W6791865553","https://openalex.org/W6793883596","https://openalex.org/W6795288823"],"related_works":["https://openalex.org/W2355001665","https://openalex.org/W2158111730","https://openalex.org/W3186685260","https://openalex.org/W2538381311","https://openalex.org/W2545123933","https://openalex.org/W2896754632","https://openalex.org/W1554443815","https://openalex.org/W2117956651","https://openalex.org/W3016428515","https://openalex.org/W1828077223"],"abstract_inverted_index":{"Synthetic":[0],"aperture":[1],"radar":[2],"(SAR)":[3],"and":[4,24,31,46,59,65,91,111,117,140,145,155,175,191,206],"optical":[5,60,118,146],"sensing":[6],"are":[7],"two":[8,83],"important":[9],"means":[10],"of":[11,22,50,70,108],"Earth":[12],"observation.":[13],"SAR-to-optical":[14],"image":[15,27,84,119,147],"translation":[16,95,141],"(S2OIT)":[17],"can":[18],"integrate":[19],"the":[20,40,48,71,78,115,137,143,151,160,179,195,199],"advantages":[21],"both":[23,204],"assist":[25],"SAR":[26,58,116,144],"interpretation":[28],"under":[29],"all-day":[30],"all-weather":[32],"conditions.":[33],"The":[34,125,164],"existing":[35,72],"S2OIT":[36,122],"methods":[37,73,202],"generally":[38],"follow":[39],"generative":[41],"adversarial":[42],"networks":[43],"(GANs)":[44],"paradigm,":[45],"encounter":[47],"problem":[49],"mode":[51],"collapse,":[52],"making":[53],"them":[54],"difficult":[55],"to":[56,88,135,172],"train.":[57],"images":[61],"have":[62],"heterogeneous":[63],"characteristics":[64],"large":[66],"spectral":[67,89],"differences,":[68],"most":[69],"do":[74],"not":[75],"focus":[76],"on":[77,185,203],"color":[79,110,126,138,156,165,174],"correlation":[80,139],"between":[81,114,142],"these":[82,99],"domains,":[85],"which":[86],"leads":[87],"distortion":[90],"detail":[92],"errors":[93],"in":[94],"results.":[96],"To":[97],"address":[98],"issues,":[100],"we":[101],"propose":[102],"a":[103],"novel":[104],"diffusion":[105,130,153,180],"model":[106],"capable":[107],"memorizing":[109],"directly":[112,149],"mapping":[113],"domains":[120,148],"for":[121,178],"called":[123],"CM-Diffusion.":[124],"attention":[127,157],"brownian":[128],"bridge":[129],"structure":[131],"(CA-BBDS)":[132],"is":[133,170],"designed":[134],"learn":[136],"through":[150],"bidirectional":[152],"process":[154],"mechanism,":[158],"avoiding":[159],"conditional":[161],"information":[162,177],"leverage.":[163],"feature":[166],"extraction":[167],"(CFE)":[168],"module":[169],"constructed":[171],"provide":[173],"semantic":[176],"model.":[181],"Extensive":[182],"experiments":[183],"conducted":[184],"three":[186],"benchmark":[187],"datasets":[188],"SEN1-2,":[189],"QXS-SAROPT":[190],"SEN12MS":[192],"demonstrate":[193],"that":[194],"proposed":[196],"CM-Diffusion":[197],"outperforms":[198],"state-of-the-art":[200],"(SOTA)":[201],"subjective":[205],"objective":[207],"evaluation":[208],"metrics.":[209]},"counts_by_year":[{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
