{"id":"https://openalex.org/W3136932910","doi":"https://doi.org/10.3390/rs13061200","title":"MSDRN: Pansharpening of Multispectral Images via Multi-Scale Deep Residual Network","display_name":"MSDRN: Pansharpening of Multispectral Images via Multi-Scale Deep Residual Network","publication_year":2021,"publication_date":"2021-03-21","ids":{"openalex":"https://openalex.org/W3136932910","doi":"https://doi.org/10.3390/rs13061200","mag":"3136932910"},"language":"en","primary_location":{"id":"doi:10.3390/rs13061200","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13061200","pdf_url":"https://www.mdpi.com/2072-4292/13/6/1200/pdf?version=1616757375","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/2072-4292/13/6/1200/pdf?version=1616757375","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012184521","display_name":"Wenqing Wang","orcid":"https://orcid.org/0000-0003-3318-8137"},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenqing Wang","raw_affiliation_strings":["School of Automation and Information Engineering, Xi\u2019an University of Technology, Xi\u2019an 710048, China","Shaanxi Key Laboratory of Complex System Control and Intelligent Information Processing, Xi\u2019an University of Technology, Xi\u2019an 710048, China","Shaanxi Key Laboratory of Complex System Control and Intelligent Information Processing, Xi'an University of Technology, Xi'an 710048, China"],"affiliations":[{"raw_affiliation_string":"School of Automation and Information Engineering, Xi\u2019an University of Technology, Xi\u2019an 710048, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"Shaanxi Key Laboratory of Complex System Control and Intelligent Information Processing, Xi\u2019an University of Technology, Xi\u2019an 710048, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"Shaanxi Key Laboratory of Complex System Control and Intelligent Information Processing, Xi'an University of Technology, Xi'an 710048, China","institution_ids":["https://openalex.org/I4210131919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112101240","display_name":"Zhiqiang Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqiang Zhou","raw_affiliation_strings":["School of Automation and Information Engineering, Xi\u2019an University of Technology, Xi\u2019an 710048, China","School of Automation and Information Engineering, Xi'an University of Technology, Xi'an 710048, China"],"affiliations":[{"raw_affiliation_string":"School of Automation and Information Engineering, Xi\u2019an University of Technology, Xi\u2019an 710048, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"School of Automation and Information Engineering, Xi'an University of Technology, Xi'an 710048, China","institution_ids":["https://openalex.org/I4210131919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100448105","display_name":"Han Liu","orcid":"https://orcid.org/0000-0002-6618-1380"},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Han Liu","raw_affiliation_strings":["School of Automation and Information Engineering, Xi\u2019an University of Technology, Xi\u2019an 710048, China","Shaanxi Key Laboratory of Complex System Control and Intelligent Information Processing, Xi\u2019an University of Technology, Xi\u2019an 710048, China","Shaanxi Key Laboratory of Complex System Control and Intelligent Information Processing, Xi'an University of Technology, Xi'an 710048, China"],"affiliations":[{"raw_affiliation_string":"School of Automation and Information Engineering, Xi\u2019an University of Technology, Xi\u2019an 710048, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"Shaanxi Key Laboratory of Complex System Control and Intelligent Information Processing, Xi\u2019an University of Technology, Xi\u2019an 710048, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"Shaanxi Key Laboratory of Complex System Control and Intelligent Information Processing, Xi'an University of Technology, Xi'an 710048, China","institution_ids":["https://openalex.org/I4210131919"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000799818","display_name":"Guo Xie","orcid":"https://orcid.org/0000-0002-9948-453X"},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guo Xie","raw_affiliation_strings":["School of Automation and Information Engineering, Xi\u2019an University of Technology, Xi\u2019an 710048, China","Shaanxi Key Laboratory of Complex System Control and Intelligent Information Processing, Xi\u2019an University of Technology, Xi\u2019an 710048, China","Shaanxi Key Laboratory of Complex System Control and Intelligent Information Processing, Xi'an University of Technology, Xi'an 710048, China"],"affiliations":[{"raw_affiliation_string":"School of Automation and Information Engineering, Xi\u2019an University of Technology, Xi\u2019an 710048, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"Shaanxi Key Laboratory of Complex System Control and Intelligent Information Processing, Xi\u2019an University of Technology, Xi\u2019an 710048, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"Shaanxi Key Laboratory of Complex System Control and Intelligent Information Processing, Xi'an University of Technology, Xi'an 710048, China","institution_ids":["https://openalex.org/I4210131919"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100448105"],"corresponding_institution_ids":["https://openalex.org/I4210131919"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":3.1465,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.92161421,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"13","issue":"6","first_page":"1200","last_page":"1200"},"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9975000023841858,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9972000122070312,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/panchromatic-film","display_name":"Panchromatic film","score":0.9750069379806519},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.8298028707504272},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7958473563194275},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.703267514705658},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.6796308755874634},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6327321529388428},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.502223014831543},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.48313137888908386},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.47187700867652893},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.435809850692749},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.43299782276153564},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.41677603125572205},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.36868178844451904},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3628554344177246},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.08801481127738953},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.06730329990386963},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.06104922294616699}],"concepts":[{"id":"https://openalex.org/C107445234","wikidata":"https://www.wikidata.org/wiki/Q280995","display_name":"Panchromatic film","level":3,"score":0.9750069379806519},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.8298028707504272},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7958473563194275},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.703267514705658},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.6796308755874634},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6327321529388428},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.502223014831543},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.48313137888908386},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.47187700867652893},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.435809850692749},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.43299782276153564},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.41677603125572205},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.36868178844451904},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3628554344177246},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.08801481127738953},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.06730329990386963},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.06104922294616699},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs13061200","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13061200","pdf_url":"https://www.mdpi.com/2072-4292/13/6/1200/pdf?version=1616757375","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:44393a7b64864d1084b38f5503da7492","is_oa":true,"landing_page_url":"https://doaj.org/article/44393a7b64864d1084b38f5503da7492","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":"Remote Sensing, Vol 13, Iss 6, p 1200 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/6/1200/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13061200","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 13; Issue 6; Pages: 1200","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs13061200","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13061200","pdf_url":"https://www.mdpi.com/2072-4292/13/6/1200/pdf?version=1616757375","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":[],"awards":[{"id":"https://openalex.org/G3199787709","display_name":null,"funder_award_id":"2016M602942XB","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G940879903","display_name":null,"funder_award_id":"61703334,61973248,61873201","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/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3136932910.pdf","grobid_xml":"https://content.openalex.org/works/W3136932910.grobid-xml"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W811864384","https://openalex.org/W817971873","https://openalex.org/W1553305639","https://openalex.org/W1654063000","https://openalex.org/W1885185971","https://openalex.org/W1943127271","https://openalex.org/W1964497282","https://openalex.org/W1980110630","https://openalex.org/W2000323021","https://openalex.org/W2001800591","https://openalex.org/W2015380729","https://openalex.org/W2020442368","https://openalex.org/W2064366277","https://openalex.org/W2088538848","https://openalex.org/W2088907631","https://openalex.org/W2106891293","https://openalex.org/W2111924917","https://openalex.org/W2113338111","https://openalex.org/W2116988482","https://openalex.org/W2123046940","https://openalex.org/W2124743705","https://openalex.org/W2129953395","https://openalex.org/W2139529730","https://openalex.org/W2142843085","https://openalex.org/W2159269332","https://openalex.org/W2163677711","https://openalex.org/W2165651437","https://openalex.org/W2171211028","https://openalex.org/W2171740948","https://openalex.org/W2172185514","https://openalex.org/W2194775991","https://openalex.org/W2280335824","https://openalex.org/W2295862745","https://openalex.org/W2395611524","https://openalex.org/W2414425402","https://openalex.org/W2462592242","https://openalex.org/W2508457857","https://openalex.org/W2560533888","https://openalex.org/W2610945978","https://openalex.org/W2619662254","https://openalex.org/W2754256031","https://openalex.org/W2807112069","https://openalex.org/W2935896423","https://openalex.org/W2943418786","https://openalex.org/W2951234442","https://openalex.org/W2951523806","https://openalex.org/W2951527970","https://openalex.org/W2963183385","https://openalex.org/W2964275574","https://openalex.org/W2978331778","https://openalex.org/W2988442756","https://openalex.org/W3007673161","https://openalex.org/W3098542449","https://openalex.org/W6631190155","https://openalex.org/W6633088995","https://openalex.org/W6684197827"],"related_works":["https://openalex.org/W1930929277","https://openalex.org/W2158394102","https://openalex.org/W2361746014","https://openalex.org/W1502637513","https://openalex.org/W2124952510","https://openalex.org/W2375311607","https://openalex.org/W2022261651","https://openalex.org/W2011962637","https://openalex.org/W2163677711","https://openalex.org/W2036727360"],"abstract_inverted_index":{"In":[0],"order":[1],"to":[2,77,109,129,167],"acquire":[3],"a":[4,29,90,106,161],"high":[5],"resolution":[6,14,23],"multispectral":[7,16],"(HRMS)":[8],"image":[9,18,33],"with":[10,51],"the":[11,20,65,78,84,114,118,127,132,139,149,158,168],"same":[12,21],"spectral":[13],"as":[15,24],"(MS)":[17],"and":[19,31,137,151,175],"spatial":[22],"panchromatic":[25],"(PAN)":[26],"image,":[27],"pansharpening,":[28],"typical":[30],"hot":[32],"fusion":[34,165],"topic,":[35],"has":[36],"been":[37,55],"well":[38],"researched.":[39],"Various":[40],"pansharpening":[41,91],"methods":[42,170],"that":[43,157],"are":[44,146],"based":[45],"on":[46,148],"convolutional":[47],"neural":[48],"networks":[49],"(CNN)":[50],"different":[52,61],"architectures":[53],"have":[54],"introduced":[56,125],"by":[57,71],"prior":[58],"works.":[59],"However,":[60],"scale":[62,115],"information":[63,116],"of":[64,80,93,113,117,134,144],"source":[66,119],"images":[67,95],"is":[68,124],"not":[69],"considered":[70],"these":[72],"methods,":[73],"which":[74],"may":[75],"lead":[76],"loss":[79],"high-frequency":[81],"details":[82],"in":[83,171],"fused":[85],"image.":[86],"This":[87],"paper":[88],"proposes":[89],"method":[92,104],"MS":[94],"via":[96],"multi-scale":[97],"deep":[98],"residual":[99,122],"network":[100,108,128],"(MSDRN).":[101],"The":[102],"proposed":[103],"constructs":[105],"multi-level":[107],"make":[110],"better":[111],"use":[112],"images.":[120],"Moreover,":[121],"learning":[123,140],"into":[126],"further":[130],"improve":[131],"ability":[133],"feature":[135],"extraction":[136],"simplify":[138],"process.":[141],"A":[142],"series":[143],"experiments":[145],"conducted":[147],"QuickBird":[150],"GeoEye-1":[152],"datasets.":[153],"Experimental":[154],"results":[155],"demonstrate":[156],"MSDRN":[159],"achieves":[160],"superior":[162],"or":[163],"competitive":[164],"performance":[166],"state-of-the-art":[169],"both":[172],"visual":[173],"evaluation":[174],"quantitative":[176],"evaluation.":[177]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":12}],"updated_date":"2026-03-12T08:34:05.389933","created_date":"2025-10-10T00:00:00"}
