{"id":"https://openalex.org/W3085879958","doi":"https://doi.org/10.1109/jstars.2020.3022857","title":"Pansharpening Based on Low-Rank Fuzzy Fusion and Detail Supplement","display_name":"Pansharpening Based on Low-Rank Fuzzy Fusion and Detail Supplement","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3085879958","doi":"https://doi.org/10.1109/jstars.2020.3022857","mag":"3085879958"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2020.3022857","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2020.3022857","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/8994817/09187996.pdf","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://ieeexplore.ieee.org/ielx7/4609443/8994817/09187996.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111595030","display_name":"Yong Yang","orcid":"https://orcid.org/0000-0002-9831-8783"},"institutions":[{"id":"https://openalex.org/I59649739","display_name":"Jiangxi University of Finance and Economics","ror":"https://ror.org/03efmyj29","country_code":"CN","type":"education","lineage":["https://openalex.org/I59649739"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yong Yang","raw_affiliation_strings":["The School of Information Technology, Jiangxi University of Finance and Economics, Nanchang, China","ORCiD"],"affiliations":[{"raw_affiliation_string":"The School of Information Technology, Jiangxi University of Finance and Economics, Nanchang, China","institution_ids":["https://openalex.org/I59649739"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031168402","display_name":"Chenxu Wan","orcid":null},"institutions":[{"id":"https://openalex.org/I59649739","display_name":"Jiangxi University of Finance and Economics","ror":"https://ror.org/03efmyj29","country_code":"CN","type":"education","lineage":["https://openalex.org/I59649739"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenxu Wan","raw_affiliation_strings":["The School of Information Technology, Jiangxi University of Finance and Economics, Nanchang, China"],"affiliations":[{"raw_affiliation_string":"The School of Information Technology, Jiangxi University of Finance and Economics, Nanchang, China","institution_ids":["https://openalex.org/I59649739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076023006","display_name":"Shuying Huang","orcid":"https://orcid.org/0000-0003-2771-8461"},"institutions":[{"id":"https://openalex.org/I59649739","display_name":"Jiangxi University of Finance and Economics","ror":"https://ror.org/03efmyj29","country_code":"CN","type":"education","lineage":["https://openalex.org/I59649739"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuying Huang","raw_affiliation_strings":["School of Software and Internet of Things Engineering, Jiangxi University of Finance and Economics, Nanchang, China","ORCiD"],"affiliations":[{"raw_affiliation_string":"School of Software and Internet of Things Engineering, Jiangxi University of Finance and Economics, Nanchang, China","institution_ids":["https://openalex.org/I59649739"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056713597","display_name":"Hangyuan Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I59649739","display_name":"Jiangxi University of Finance and Economics","ror":"https://ror.org/03efmyj29","country_code":"CN","type":"education","lineage":["https://openalex.org/I59649739"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hangyuan Lu","raw_affiliation_strings":["The School of Information Technology, Jiangxi University of Finance and Economics, Nanchang, China"],"affiliations":[{"raw_affiliation_string":"The School of Information Technology, Jiangxi University of Finance and Economics, Nanchang, China","institution_ids":["https://openalex.org/I59649739"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034881756","display_name":"Weiguo Wan","orcid":"https://orcid.org/0000-0002-3537-979X"},"institutions":[{"id":"https://openalex.org/I59649739","display_name":"Jiangxi University of Finance and Economics","ror":"https://ror.org/03efmyj29","country_code":"CN","type":"education","lineage":["https://openalex.org/I59649739"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiguo Wan","raw_affiliation_strings":["School of Software and Internet of Things Engineering, Jiangxi University of Finance and Economics, Nanchang, China"],"affiliations":[{"raw_affiliation_string":"School of Software and Internet of Things Engineering, Jiangxi University of Finance and Economics, Nanchang, China","institution_ids":["https://openalex.org/I59649739"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5111595030"],"corresponding_institution_ids":["https://openalex.org/I59649739"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":3.054,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.92863443,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"13","issue":null,"first_page":"5466","last_page":"5479"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":1.0,"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":1.0,"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/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11019","display_name":"Image Enhancement Techniques","score":0.9950000047683716,"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":0.6428529620170593},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5125143527984619},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.5099667310714722},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4656112492084503},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.45690834522247314},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36322349309921265},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3357142210006714},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15053978562355042}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6428529620170593},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5125143527984619},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.5099667310714722},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4656112492084503},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.45690834522247314},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36322349309921265},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3357142210006714},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15053978562355042},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2020.3022857","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2020.3022857","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/8994817/09187996.pdf","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:949b50c30dfd4ffd97c62ef2fa4f2984","is_oa":true,"landing_page_url":"https://doaj.org/article/949b50c30dfd4ffd97c62ef2fa4f2984","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-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 13, Pp 5466-5479 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2020.3022857","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2020.3022857","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/8994817/09187996.pdf","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":[{"id":"https://openalex.org/G1347229921","display_name":null,"funder_award_id":"61862030","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G259315037","display_name":null,"funder_award_id":"20192ACB20002","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G2839345977","display_name":null,"funder_award_id":"20192ACBL21008","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G3114494415","display_name":null,"funder_award_id":"61662026","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G369038580","display_name":null,"funder_award_id":"20181BAB202010","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G6088551828","display_name":null,"funder_award_id":"20182BCB22006","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G6245653521","display_name":null,"funder_award_id":"62072218","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/F4320322665","display_name":"Natural Science Foundation of Jiangxi Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3085879958.pdf","grobid_xml":"https://content.openalex.org/works/W3085879958.grobid-xml"},"referenced_works_count":74,"referenced_works":["https://openalex.org/W54434497","https://openalex.org/W1512198693","https://openalex.org/W1522046140","https://openalex.org/W1654063000","https://openalex.org/W1871293042","https://openalex.org/W2000248374","https://openalex.org/W2001141328","https://openalex.org/W2004026774","https://openalex.org/W2008575896","https://openalex.org/W2017121865","https://openalex.org/W2019226004","https://openalex.org/W2023911449","https://openalex.org/W2044394856","https://openalex.org/W2064366277","https://openalex.org/W2078204800","https://openalex.org/W2078855750","https://openalex.org/W2082506960","https://openalex.org/W2084285154","https://openalex.org/W2087036095","https://openalex.org/W2097308346","https://openalex.org/W2100329651","https://openalex.org/W2104791771","https://openalex.org/W2106002835","https://openalex.org/W2111924917","https://openalex.org/W2112693869","https://openalex.org/W2114066324","https://openalex.org/W2121652279","https://openalex.org/W2123046940","https://openalex.org/W2124743705","https://openalex.org/W2125188192","https://openalex.org/W2133665775","https://openalex.org/W2136401825","https://openalex.org/W2137686139","https://openalex.org/W2139529730","https://openalex.org/W2141565698","https://openalex.org/W2142843085","https://openalex.org/W2149720806","https://openalex.org/W2152254169","https://openalex.org/W2159269332","https://openalex.org/W2171108951","https://openalex.org/W2171211028","https://openalex.org/W2171627515","https://openalex.org/W2171845746","https://openalex.org/W2186273011","https://openalex.org/W2302265399","https://openalex.org/W2303172903","https://openalex.org/W2327364376","https://openalex.org/W2339983363","https://openalex.org/W2410034714","https://openalex.org/W2462592242","https://openalex.org/W2507476065","https://openalex.org/W2514340250","https://openalex.org/W2516031665","https://openalex.org/W2523432824","https://openalex.org/W2606366933","https://openalex.org/W2619662254","https://openalex.org/W2744721159","https://openalex.org/W2783075648","https://openalex.org/W2792142731","https://openalex.org/W2806865914","https://openalex.org/W2811502169","https://openalex.org/W2912565176","https://openalex.org/W2914119571","https://openalex.org/W2963183385","https://openalex.org/W2973961382","https://openalex.org/W3016256189","https://openalex.org/W3102253068","https://openalex.org/W4211007335","https://openalex.org/W4285719527","https://openalex.org/W6602248423","https://openalex.org/W6631230401","https://openalex.org/W6685078114","https://openalex.org/W6697828997","https://openalex.org/W6775950665"],"related_works":["https://openalex.org/W2112835755","https://openalex.org/W4291951920","https://openalex.org/W2349674371","https://openalex.org/W2097495471","https://openalex.org/W1696545756","https://openalex.org/W2952827811","https://openalex.org/W2056202066","https://openalex.org/W2963262648","https://openalex.org/W4301867002","https://openalex.org/W2056790378"],"abstract_inverted_index":{"Pansharpening":[0],"is":[1,44,219],"a":[2,7,21,54,79],"technique":[3],"used":[4],"to":[5,58,84,123,198],"reconstruct":[6],"high-resolution":[8],"(HR)":[9],"multispectral":[10],"(MS)":[11],"image":[12,19,132],"by":[13],"combining":[14],"an":[15,170],"HR":[16],"panchromatic":[17],"(PAN)":[18],"with":[20,135],"low-resolution":[22],"MS":[23,93,106,139],"image.":[24],"In":[25,73,95],"recent":[26],"years,":[27],"the":[28,47,74,86,90,98,102,116,130,138,162,165,177,182,186,190,193,200,207,216,222],"detail-injection":[29,48],"model":[30,83],"has":[31],"demonstrated":[32],"excellent":[33],"performance":[34],"in":[35,149,164,225],"pansharpening,":[36],"thus":[37],"receiving":[38],"wide":[39],"attention.":[40],"Obtaining":[41],"appropriate":[42],"details":[43,64,88,128,146,195],"vital":[45],"for":[46,65],"model.":[49,174],"Therefore,":[50],"this":[51,96,157],"article":[52],"presents":[53],"detail":[55,172],"optimization":[56],"approach":[57],"obtain":[59,199],"more":[60],"precise":[61],"high-frequency":[62],"(HF)":[63],"pansharpening.":[66],"The":[67],"proposed":[68,217],"method":[69],"comprises":[70],"two":[71],"steps.":[72],"first":[75],"step,":[76,167],"we":[77,168],"design":[78],"low-rank":[80,111],"fuzzy":[81],"fusion":[82,118],"fuse":[85],"HF":[87,184,188],"of":[89,101,129,137,189],"PAN":[91,103,131,191],"and":[92,104,112,115,159,179,185,211,229],"images.":[94],"model,":[97],"high":[99],"frequencies":[100],"upsampled":[105],"images":[107],"are":[108,120,133,196],"decomposed":[109],"into":[110],"sparse":[113],"components,":[114],"corresponding":[117],"rules":[119],"designed":[121],"according":[122],"their":[124],"characteristics.":[125],"Because":[126],"some":[127],"replaced":[134],"those":[136],"image,":[140,192],"using":[141],"them":[142],"directly":[143],"as":[144],"injection":[145,202],"may":[147],"result":[148],"redundant":[150],"information":[151,228],"or":[152],"spatial":[153,231],"distortion.":[154],"To":[155],"solve":[156],"problem":[158],"further":[160],"optimize":[161],"details,":[163],"second":[166],"construct":[169],"adaptive":[171],"supplement":[173],"Based":[175],"on":[176,206],"similarity":[178],"correlation":[180],"between":[181],"fused":[183,194],"original":[187],"supplemented":[197],"final":[201],"details.":[203,232],"Experimental":[204],"results":[205],"IKONOS,":[208],"Pleiades,":[209],"QuickBird,":[210],"WorldView-2":[212],"datasets":[213],"demonstrate":[214],"that":[215],"algorithm":[218],"better":[220],"than":[221],"state-of-the-art":[223],"methods":[224],"maintaining":[226],"spectral":[227],"improving":[230]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}