{"id":"https://openalex.org/W4412567293","doi":"https://doi.org/10.1109/jstars.2025.3590687","title":"Research on Cross-Sensor Remote Sensing Image Super-Resolution Method Based on Diffusion Models","display_name":"Research on Cross-Sensor Remote Sensing Image Super-Resolution Method Based on Diffusion Models","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412567293","doi":"https://doi.org/10.1109/jstars.2025.3590687"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2025.3590687","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3590687","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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.2025.3590687","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052200221","display_name":"Ru Miao","orcid":"https://orcid.org/0000-0003-0349-2971"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ru Miao","raw_affiliation_strings":["School of Computer and Information Engineering, Henan Engineering Research Center of Spatial Information Processing, Henan University, Kaifeng, China"],"raw_orcid":"https://orcid.org/0000-0003-0349-2971","affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Henan Engineering Research Center of Spatial Information Processing, Henan University, Kaifeng, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Kai Yang","orcid":"https://orcid.org/0009-0008-9656-8392"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Yang","raw_affiliation_strings":["School of Computer and Information Engineering, Henan Engineering Research Center of Spatial Information Processing, Henan Technology Innovation Center of Spatio-Temporal Big Data, Henan University, Kaifeng, China"],"raw_orcid":"https://orcid.org/0009-0008-9656-8392","affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Henan Engineering Research Center of Spatial Information Processing, Henan Technology Innovation Center of Spatio-Temporal Big Data, Henan University, Kaifeng, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101500498","display_name":"Ke Zhou","orcid":"https://orcid.org/0009-0006-6739-4448"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Zhou","raw_affiliation_strings":["School of Computer and Information Engineering, Henan Engineering Research Center of Spatial Information Processing, Henan Technology Innovation Center of Spatio-Temporal Big Data, Henan University, Kaifeng, China"],"raw_orcid":"https://orcid.org/0009-0006-6739-4448","affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Henan Engineering Research Center of Spatial Information Processing, Henan Technology Innovation Center of Spatio-Temporal Big Data, Henan University, Kaifeng, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019581026","display_name":"Jia Song","orcid":"https://orcid.org/0000-0002-9051-1925"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia Song","raw_affiliation_strings":["State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-9051-1925","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Shihao Fu","orcid":"https://orcid.org/0009-0003-4194-7997"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shihao Fu","raw_affiliation_strings":["State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China","School of Computer and Information Engineering, Henan Engineering Research Center of Spatial Information Processing, Henan Technology Innovation Center of Spatio-Temporal Big Data, Henan University, Kaifeng, China"],"raw_orcid":"https://orcid.org/0009-0003-4194-7997","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Computer and Information Engineering, Henan Engineering Research Center of Spatial Information Processing, Henan Technology Innovation Center of Spatio-Temporal Big Data, Henan University, Kaifeng, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025279176","display_name":"Cong Liu","orcid":"https://orcid.org/0000-0002-5969-9202"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cong Liu","raw_affiliation_strings":["School of Computer and Information Engineering, Henan Engineering Research Center of Spatial Information Processing, Henan Technology Innovation Center of Spatio-Temporal Big Data, Henan University, Kaifeng, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Henan Engineering Research Center of Spatial Information Processing, Henan Technology Innovation Center of Spatio-Temporal Big Data, Henan University, Kaifeng, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080114311","display_name":"Yuanxing Wang","orcid":"https://orcid.org/0000-0003-3285-3959"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanxing Wang","raw_affiliation_strings":["School of Computer and Information Engineering, Henan Engineering Research Center of Spatial Information Processing, Henan Technology Innovation Center of Spatio-Temporal Big Data, Henan University, Kaifeng, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Henan Engineering Research Center of Spatial Information Processing, Henan Technology Innovation Center of Spatio-Temporal Big Data, Henan University, Kaifeng, China","institution_ids":["https://openalex.org/I173899330"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"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":1.8506,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.86052146,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"18","issue":null,"first_page":"18528","last_page":"18542"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14158","display_name":"Optical Systems and Laser Technology","score":0.9732999801635742,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T14158","display_name":"Optical Systems and Laser Technology","score":0.9732999801635742,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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":0.9562000036239624,"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"}},{"id":"https://openalex.org/T14257","display_name":"Advanced Measurement and Detection Methods","score":0.9519000053405762,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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":0.6499798893928528},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6105731725692749},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.5724011659622192},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5456621646881104},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.4994971752166748},{"id":"https://openalex.org/keywords/image-sensor","display_name":"Image sensor","score":0.46590596437454224},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44923853874206543},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.4343722462654114},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.14405959844589233},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1029215157032013}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6499798893928528},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6105731725692749},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.5724011659622192},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5456621646881104},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.4994971752166748},{"id":"https://openalex.org/C76935873","wikidata":"https://www.wikidata.org/wiki/Q209121","display_name":"Image sensor","level":2,"score":0.46590596437454224},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44923853874206543},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.4343722462654114},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.14405959844589233},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1029215157032013},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2025.3590687","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3590687","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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:d8c91feb509045aa9a96d361675ffc82","is_oa":true,"landing_page_url":"https://doaj.org/article/d8c91feb509045aa9a96d361675ffc82","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 18, Pp 18528-18542 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2025.3590687","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3590687","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1586298956","https://openalex.org/W1885185971","https://openalex.org/W1901129140","https://openalex.org/W2041812800","https://openalex.org/W2067042811","https://openalex.org/W2115407338","https://openalex.org/W2133665775","https://openalex.org/W2214802144","https://openalex.org/W2242218935","https://openalex.org/W2621121458","https://openalex.org/W2866634454","https://openalex.org/W2887695188","https://openalex.org/W2948978827","https://openalex.org/W2952773607","https://openalex.org/W2960914750","https://openalex.org/W2962785568","https://openalex.org/W2963372104","https://openalex.org/W2963470893","https://openalex.org/W3017136408","https://openalex.org/W3046349620","https://openalex.org/W3119023683","https://openalex.org/W3155072588","https://openalex.org/W3194376695","https://openalex.org/W4214824195","https://openalex.org/W4231342789","https://openalex.org/W4283031556","https://openalex.org/W4284886326","https://openalex.org/W4286484337","https://openalex.org/W4308535788","https://openalex.org/W4383818954","https://openalex.org/W4385245566","https://openalex.org/W4389610328","https://openalex.org/W4390872583","https://openalex.org/W4392360686","https://openalex.org/W6671550921","https://openalex.org/W6729767818","https://openalex.org/W6753036200","https://openalex.org/W6765779288","https://openalex.org/W6779823529","https://openalex.org/W6783713337","https://openalex.org/W6795288823","https://openalex.org/W6809589807","https://openalex.org/W6859463449"],"related_works":["https://openalex.org/W2362774332","https://openalex.org/W4249245269","https://openalex.org/W2765548132","https://openalex.org/W2025681766","https://openalex.org/W2369060955","https://openalex.org/W2542402767","https://openalex.org/W3023086044","https://openalex.org/W2294441925","https://openalex.org/W2142226356","https://openalex.org/W3210000161"],"abstract_inverted_index":{"In":[0],"remote":[1],"sensing":[2],"image":[3,102,148],"(RSI)":[4],"super-resolution":[5],"(SR),":[6],"traditional":[7,136],"deep":[8],"learning":[9],"methods":[10,17],"have":[11,46],"made":[12],"remarkable":[13],"progress.":[14],"However,":[15],"these":[16],"struggle":[18],"to":[19,76,188],"handle":[20],"the":[21,49,56,135,146,153,157,161,167,179,190,194,201],"complex":[22],"mapping":[23],"between":[24],"cross-sensor":[25],"images,":[26,85],"Although":[27],"generative":[28,44],"adversarial":[29],"networks":[30],"(GANs)":[31],"can":[32],"reconstruct":[33,78],"fine":[34],"details,":[35],"their":[36],"training":[37],"process":[38],"is":[39],"relatively":[40],"challenging.":[41],"Recently,":[42],"diffusionbased":[43],"models":[45],"effectively":[47,77,204],"improved":[48],"visual":[50],"quality":[51],"of":[52,152,163,193],"reconstructed":[53],"images":[54,99,129],"through":[55],"iterative":[57],"reverse":[58],"diffusion":[59,72,168,195],"mechanism.":[60],"Therefore,":[61],"this":[62],"study":[63],"proposes":[64],"a":[65,106],"crosssensor":[66],"RSI":[67,81,177],"SR":[68],"method":[69,137,203],"based":[70],"on":[71],"models,":[73],"which":[74,112],"aims":[75],"low-resolution":[79],"(LR)":[80],"into":[82],"highresolution":[83],"(HR)":[84],"addressing":[86],"sensor":[87],"differences":[88],"and":[89,100,130,170,183],"information":[90,96],"loss.":[91],"To":[92],"extract":[93],"rich":[94],"prior":[95,107],"from":[97,178],"LR":[98,128,147,206],"improve":[101],"reconstruction,":[103],"we":[104,119,175],"designed":[105,120],"feature":[108],"extraction":[109],"module":[110],"(PFEM),":[111],"aids":[113],"in":[114,156],"recovering":[115],"HR":[116,209],"features.":[117],"Additionally,":[118],"an":[121,150],"efficient":[122],"sampling":[123],"strategy":[124],"that":[125,138,200],"starts":[126],"with":[127,140],"progressively":[131],"adds":[132],"noise,":[133],"replacing":[134],"begins":[139],"pure":[141],"noise.":[142],"This":[143],"approach":[144],"leverages":[145],"as":[149],"approximation":[151],"intermediate":[154],"state":[155],"Markov":[158],"chain,":[159],"reducing":[160,212],"number":[162],"steps":[164],"required":[165],"by":[166],"model":[169],"improving":[171],"generation":[172],"efficiency.":[173],"Finally,":[174],"used":[176],"Sentinel-2":[180],"(10m":[181],"resolution)":[182,186],"Gaofen-2":[184],"(0.8m":[185],"sensors":[187],"validate":[189],"reconstruction":[191,210],"performance":[192],"model.":[196],"Experimental":[197],"results":[198],"confirm":[199],"proposed":[202],"utilizes":[205],"priors":[207],"for":[208],"while":[211],"computational":[213],"costs.":[214]},"counts_by_year":[{"year":2026,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
