{"id":"https://openalex.org/W4391404273","doi":"https://doi.org/10.3390/rs16030540","title":"Unified Interpretable Deep Network for Joint Super-Resolution and Pansharpening","display_name":"Unified Interpretable Deep Network for Joint Super-Resolution and Pansharpening","publication_year":2024,"publication_date":"2024-01-31","ids":{"openalex":"https://openalex.org/W4391404273","doi":"https://doi.org/10.3390/rs16030540"},"language":"en","primary_location":{"id":"doi:10.3390/rs16030540","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16030540","pdf_url":"https://www.mdpi.com/2072-4292/16/3/540/pdf?version=1706687787","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/2072-4292/16/3/540/pdf?version=1706687787","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063784915","display_name":"Dian Yu","orcid":"https://orcid.org/0000-0003-4171-8775"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dian Yu","raw_affiliation_strings":["Electronic Information School, Wuhan University, Wuhan 430072, China"],"affiliations":[{"raw_affiliation_string":"Electronic Information School, Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101664808","display_name":"Wei Zhang","orcid":"https://orcid.org/0000-0003-0487-0815"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zhang","raw_affiliation_strings":["Electronic Information School, Wuhan University, Wuhan 430072, China"],"affiliations":[{"raw_affiliation_string":"Electronic Information School, Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100953611","display_name":"Mingzhu Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingzhu Xu","raw_affiliation_strings":["Electronic Information School, Wuhan University, Wuhan 430072, China"],"affiliations":[{"raw_affiliation_string":"Electronic Information School, Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091353529","display_name":"Xin Tian","orcid":"https://orcid.org/0000-0003-1993-2708"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Tian","raw_affiliation_strings":["Electronic Information School, Wuhan University, Wuhan 430072, China"],"affiliations":[{"raw_affiliation_string":"Electronic Information School, Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100616426","display_name":"Hao Jiang","orcid":"https://orcid.org/0000-0002-8533-1612"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hao Jiang","raw_affiliation_strings":["Electronic Information School, Wuhan University, Wuhan 430072, China"],"affiliations":[{"raw_affiliation_string":"Electronic Information School, Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100616426"],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.3531,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.81657459,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"16","issue":"3","first_page":"540","last_page":"540"},"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9988999962806702,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9965000152587891,"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/panchromatic-film","display_name":"Panchromatic film","score":0.9099997282028198},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8040682077407837},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.7923616766929626},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.589847207069397},{"id":"https://openalex.org/keywords/prior-probability","display_name":"Prior probability","score":0.5092967748641968},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.4880127012729645},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4800487756729126},{"id":"https://openalex.org/keywords/net","display_name":"Net (polyhedron)","score":0.4742507040500641},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35119307041168213},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32400476932525635},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.112036794424057}],"concepts":[{"id":"https://openalex.org/C107445234","wikidata":"https://www.wikidata.org/wiki/Q280995","display_name":"Panchromatic film","level":3,"score":0.9099997282028198},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8040682077407837},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.7923616766929626},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.589847207069397},{"id":"https://openalex.org/C177769412","wikidata":"https://www.wikidata.org/wiki/Q278090","display_name":"Prior probability","level":3,"score":0.5092967748641968},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.4880127012729645},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4800487756729126},{"id":"https://openalex.org/C14166107","wikidata":"https://www.wikidata.org/wiki/Q253829","display_name":"Net (polyhedron)","level":2,"score":0.4742507040500641},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35119307041168213},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32400476932525635},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.112036794424057},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs16030540","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16030540","pdf_url":"https://www.mdpi.com/2072-4292/16/3/540/pdf?version=1706687787","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:59c9c0c9a7e2473aa559d9327193c39f","is_oa":true,"landing_page_url":"https://doaj.org/article/59c9c0c9a7e2473aa559d9327193c39f","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 16, Iss 3, p 540 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16030540","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16030540","pdf_url":"https://www.mdpi.com/2072-4292/16/3/540/pdf?version=1706687787","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/G8308266195","display_name":null,"funder_award_id":"61971315","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":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391404273.pdf"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W54257720","https://openalex.org/W1976416062","https://openalex.org/W1980110630","https://openalex.org/W2001800591","https://openalex.org/W2054440797","https://openalex.org/W2100556411","https://openalex.org/W2112693869","https://openalex.org/W2160558632","https://openalex.org/W2161516371","https://openalex.org/W2171108951","https://openalex.org/W2171627515","https://openalex.org/W2273192140","https://openalex.org/W2329177465","https://openalex.org/W2462592242","https://openalex.org/W2484066143","https://openalex.org/W2616590213","https://openalex.org/W2619662254","https://openalex.org/W2777033955","https://openalex.org/W2895176907","https://openalex.org/W2921660688","https://openalex.org/W2948437909","https://openalex.org/W2954930822","https://openalex.org/W2963183385","https://openalex.org/W2995339751","https://openalex.org/W3023991509","https://openalex.org/W3035302306","https://openalex.org/W3096904276","https://openalex.org/W3121629662","https://openalex.org/W3167568784","https://openalex.org/W3176195847","https://openalex.org/W3176750081","https://openalex.org/W3187209371","https://openalex.org/W3198206777","https://openalex.org/W3202310860","https://openalex.org/W3203100902","https://openalex.org/W4200634427","https://openalex.org/W4220721592","https://openalex.org/W4281611338","https://openalex.org/W4283815286","https://openalex.org/W4293704609","https://openalex.org/W4311528322","https://openalex.org/W4312916358","https://openalex.org/W4362714787","https://openalex.org/W4372260569","https://openalex.org/W6694390001","https://openalex.org/W6788988699","https://openalex.org/W6797648503"],"related_works":["https://openalex.org/W2158394102","https://openalex.org/W1930929277","https://openalex.org/W2361746014","https://openalex.org/W1502637513","https://openalex.org/W2124952510","https://openalex.org/W2375311607","https://openalex.org/W2022261651","https://openalex.org/W2565514930","https://openalex.org/W4385690043","https://openalex.org/W3007156798"],"abstract_inverted_index":{"Joint":[0],"super-resolution":[1],"and":[2,21,74,175,190],"pansharpening":[3],"(JSP)":[4],"brings":[5],"new":[6],"insight":[7],"into":[8,133],"the":[9,19,50,65,68,71,75,95,98,104,112,147,158,180],"spatial":[10,20,148],"improvement":[11],"of":[12,89,97,108,119,150,182],"multispectral":[13,72,151],"images.":[14],"How":[15],"to":[16,85,110,178],"efficiently":[17,155],"balance":[18],"spectral":[22,159],"qualities":[23],"in":[24,57,137],"JSP":[25,51,69],"is":[26],"important":[27],"for":[28,43],"deep":[29,41,81],"learning-based":[30],"approaches.":[31],"To":[32],"address":[33],"this":[34],"problem,":[35,115],"we":[36,48,102,125],"propose":[37],"a":[38,58,117,138],"unified":[39,139],"interpretable":[40],"network":[42],"JSP,":[44],"named":[45],"UIJSP-Net.":[46],"First,":[47],"formulate":[49],"problem":[52,56],"as":[53,164],"an":[54],"optimization":[55,114],"specially":[59],"designed":[60],"physical":[61,99,145],"model":[62],"based":[63],"on":[64,172],"relationship":[66],"among":[67],"result,":[70],"image,":[73],"panchromatic":[76],"image.":[77],"In":[78],"particular,":[79],"two":[80],"priors":[82],"are":[83,122,169],"utilized":[84],"describe":[86],"latent":[87],"distributions":[88],"different":[90],"variables,":[91],"which":[92],"can":[93,153,161],"improve":[94],"accuracy":[96],"model.":[100],"Furthermore,":[101],"adopt":[103],"alternating":[105],"direction":[106],"method":[107],"multipliers":[109],"solve":[111],"above":[113],"where":[116],"series":[118],"iterative":[120,131],"steps":[121,132],"generated.":[123],"Finally,":[124],"design":[126],"UIJSP-Net":[127,142,183],"by":[128],"unfolding":[129],"these":[130],"multiple":[134],"corresponding":[135],"stages":[136],"network.":[140],"Because":[141],"has":[143],"clear":[144],"meanings,":[146],"resolution":[149],"images":[152],"be":[154,162],"improved":[156],"while":[157],"information":[160],"kept":[163],"well.":[165],"Extensive":[166],"experimental":[167],"results":[168],"carried":[170],"out":[171],"both":[173],"simulated":[174],"real":[176],"datasets":[177],"demonstrate":[179],"superiority":[181],"over":[184],"other":[185],"state-of-the-art":[186],"methods":[187],"from":[188],"qualitative":[189],"quantitative":[191],"aspects.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}