{"id":"https://openalex.org/W3043497621","doi":"https://doi.org/10.1109/tip.2020.3007824","title":"A Data-Driven Model-Based Regression Applied to Panchromatic Sharpening","display_name":"A Data-Driven Model-Based Regression Applied to Panchromatic Sharpening","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3043497621","doi":"https://doi.org/10.1109/tip.2020.3007824","mag":"3043497621"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2020.3007824","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2020.3007824","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041720834","display_name":"P. Addesso","orcid":"https://orcid.org/0000-0003-0895-184X"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Paolo Addesso","raw_affiliation_strings":["Department of Information Engineering, Electrical Engineering and Applied Mathematics, University of Salerno, Fisciano, Italy","Universit\u00e0 degli Studi di Salerno = University of Salerno"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Electrical Engineering and Applied Mathematics, University of Salerno, Fisciano, Italy","institution_ids":["https://openalex.org/I131729948"]},{"raw_affiliation_string":"Universit\u00e0 degli Studi di Salerno = University of Salerno","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043777501","display_name":"Gemine Vivone","orcid":"https://orcid.org/0000-0001-9542-0638"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gemine Vivone","raw_affiliation_strings":["Department of Information Engineering, Electrical Engineering and Applied Mathematics, University of Salerno, Fisciano, Italy","Universit\u00e0 degli Studi di Salerno = University of Salerno"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Electrical Engineering and Applied Mathematics, University of Salerno, Fisciano, Italy","institution_ids":["https://openalex.org/I131729948"]},{"raw_affiliation_string":"Universit\u00e0 degli Studi di Salerno = University of Salerno","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084552955","display_name":"Rocco Restaino","orcid":"https://orcid.org/0000-0003-2788-577X"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Rocco Restaino","raw_affiliation_strings":["Department of Information Engineering, Electrical Engineering and Applied Mathematics, University of Salerno, Fisciano, Italy","Universit\u00e0 degli Studi di Salerno = University of Salerno"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Electrical Engineering and Applied Mathematics, University of Salerno, Fisciano, Italy","institution_ids":["https://openalex.org/I131729948"]},{"raw_affiliation_string":"Universit\u00e0 degli Studi di Salerno = University of Salerno","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106124934","display_name":"Jocelyn Chanussot","orcid":"https://orcid.org/0000-0003-4817-2875"},"institutions":[{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210101348","display_name":"Centre Inria de l'Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/00n8d6z93","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210101348"]},{"id":"https://openalex.org/I4210124956","display_name":"GIPSA-Lab","ror":"https://ror.org/02wrme198","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I4210124956","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I4210149092","display_name":"Laboratoire Jean Kuntzmann","ror":"https://ror.org/04ett5b41","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210149092","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jocelyn Chanussot","raw_affiliation_strings":["LJK, CNRS, Inria, Grenoble INP, Universit\u00e9 Grenoble Alpes, Grenoble, France","Apprentissage de mod\u00e8les \u00e0 partir de donn\u00e9es massives","GIPSA - Signal Images Physique"],"affiliations":[{"raw_affiliation_string":"LJK, CNRS, Inria, Grenoble INP, Universit\u00e9 Grenoble Alpes, Grenoble, France","institution_ids":["https://openalex.org/I106785703","https://openalex.org/I899635006","https://openalex.org/I4210149092","https://openalex.org/I4210101348","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Apprentissage de mod\u00e8les \u00e0 partir de donn\u00e9es massives","institution_ids":[]},{"raw_affiliation_string":"GIPSA - Signal Images Physique","institution_ids":["https://openalex.org/I4210124956"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5041720834"],"corresponding_institution_ids":["https://openalex.org/I131729948"],"apc_list":null,"apc_paid":null,"fwci":3.2448,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.93169965,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"29","issue":null,"first_page":"7779","last_page":"7794"},"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9983999729156494,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9735999703407288,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental 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":0.970142126083374},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.7359442114830017},{"id":"https://openalex.org/keywords/sharpening","display_name":"Sharpening","score":0.7161515355110168},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.6685495972633362},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.6428623795509338},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.626018762588501},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5344708561897278},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.46230995655059814},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4320601224899292},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.4106655716896057},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37811344861984253},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.35217568278312683},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.34220778942108154},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33386117219924927},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.17352813482284546}],"concepts":[{"id":"https://openalex.org/C107445234","wikidata":"https://www.wikidata.org/wiki/Q280995","display_name":"Panchromatic film","level":3,"score":0.970142126083374},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.7359442114830017},{"id":"https://openalex.org/C2781137444","wikidata":"https://www.wikidata.org/wiki/Q237105","display_name":"Sharpening","level":2,"score":0.7161515355110168},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.6685495972633362},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.6428623795509338},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.626018762588501},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5344708561897278},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.46230995655059814},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4320601224899292},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.4106655716896057},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37811344861984253},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35217568278312683},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.34220778942108154},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33386117219924927},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.17352813482284546},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tip.2020.3007824","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2020.3007824","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Image Processing","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-03142178v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03142178","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Image Processing, 2020, 29, pp.7779-7794. ⟨10.1109/TIP.2020.3007824⟩","raw_type":"Journal articles"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":72,"referenced_works":["https://openalex.org/W817971873","https://openalex.org/W1153956069","https://openalex.org/W1512190422","https://openalex.org/W1512198693","https://openalex.org/W1653130573","https://openalex.org/W1654063000","https://openalex.org/W1943127271","https://openalex.org/W1976447720","https://openalex.org/W1980097153","https://openalex.org/W1983913844","https://openalex.org/W2000323021","https://openalex.org/W2001800591","https://openalex.org/W2002345587","https://openalex.org/W2011830145","https://openalex.org/W2015380729","https://openalex.org/W2022075948","https://openalex.org/W2035285838","https://openalex.org/W2038580618","https://openalex.org/W2054440797","https://openalex.org/W2064366277","https://openalex.org/W2068703063","https://openalex.org/W2099345379","https://openalex.org/W2100329651","https://openalex.org/W2103504761","https://openalex.org/W2109526535","https://openalex.org/W2111896212","https://openalex.org/W2111924917","https://openalex.org/W2116988482","https://openalex.org/W2117853853","https://openalex.org/W2120053475","https://openalex.org/W2121652279","https://openalex.org/W2123046940","https://openalex.org/W2124743705","https://openalex.org/W2129905273","https://openalex.org/W2129953395","https://openalex.org/W2132984323","https://openalex.org/W2139529730","https://openalex.org/W2142843085","https://openalex.org/W2144436897","https://openalex.org/W2158027388","https://openalex.org/W2163334907","https://openalex.org/W2171108951","https://openalex.org/W2171211028","https://openalex.org/W2172185514","https://openalex.org/W2302265399","https://openalex.org/W2321571021","https://openalex.org/W2339428543","https://openalex.org/W2394774286","https://openalex.org/W2462592242","https://openalex.org/W2502759836","https://openalex.org/W2519236071","https://openalex.org/W2549994478","https://openalex.org/W2560449954","https://openalex.org/W2587456632","https://openalex.org/W2616590213","https://openalex.org/W2619662254","https://openalex.org/W2773041763","https://openalex.org/W2792142731","https://openalex.org/W2806865914","https://openalex.org/W2808491235","https://openalex.org/W2943418786","https://openalex.org/W2948437909","https://openalex.org/W2963129413","https://openalex.org/W2963183385","https://openalex.org/W2986057930","https://openalex.org/W3001325107","https://openalex.org/W3099347747","https://openalex.org/W3147210360","https://openalex.org/W4233014035","https://openalex.org/W6623043969","https://openalex.org/W6660407468","https://openalex.org/W6697828997"],"related_works":["https://openalex.org/W1930929277","https://openalex.org/W4254327447","https://openalex.org/W2816335205","https://openalex.org/W2158394102","https://openalex.org/W2361746014","https://openalex.org/W1502637513","https://openalex.org/W2124952510","https://openalex.org/W2375311607","https://openalex.org/W2158371478","https://openalex.org/W2726689079"],"abstract_inverted_index":{"Image":[0],"fusion":[1,183],"is":[2,46,110,116],"growing":[3],"interest":[4],"in":[5,181],"recent":[6],"years,":[7],"thanks":[8],"to":[9],"the":[10,27,36,58,61,64,69,72,76,82,91,95,103,107,121,135,138,142,149,162,170,182],"huge":[11],"amount":[12],"of":[13,21,26,30,38,60,63,71,75,90,124,137,169],"data":[14],"acquired":[15,160],"everyday":[16],"by":[17,79,148,161],"sensors":[18],"on":[19,57],"board":[20],"satellite":[22],"platforms.":[23],"The":[24,145,167],"enhancement":[25,70],"spatial":[28,73],"resolution":[29,74,158],"a":[31,39,87,129],"multispectral":[32],"(MS)":[33],"image":[34,78,105,109],"through":[35],"use":[37],"panchromatic":[40],"(PAN)":[41],"image,":[42],"usually":[43],"called":[44],"pansharpening,":[45],"getting":[47],"more":[48,50],"and":[49,106,141,164],"relevant.":[51],"In":[52,85],"this":[53],"work,":[54],"we":[55],"focus":[56],"problem":[59],"estimation":[62],"injection":[65,143],"coefficients":[66],"that":[67],"rule":[68],"MS":[77,108],"properly":[80],"adding":[81],"PAN":[83,104],"details.":[84],"particular,":[86],"statistical":[88,122],"analysis":[89],"residuals":[92],"coming":[93],"from":[94,102],"linear":[96],"multivariate":[97],"regression":[98],"between":[99],"details":[100],"extracted":[101],"performed.":[111],"A":[112],"novel":[113],"hybrid":[114],"model":[115],"introduced":[117],"for":[118,131],"accurately":[119],"describing":[120],"distribution":[123,140],"these":[125],"residuals,":[126],"together":[127],"with":[128],"procedure":[130],"efficiently":[132],"estimating":[133],"both":[134],"parameters":[136],"residual":[139],"coefficients.":[144],"improvements":[146],"achieved":[147],"proposed":[150,171],"approach":[151,172],"are":[152,173,179],"assessed":[153],"using":[154],"two":[155],"very":[156],"high":[157],"datasets":[159],"WorldView-3":[163],"Worldview-4":[165],"satellites.":[166],"benefits":[168],"particularly":[174],"clear":[175],"when":[176],"vegetated":[177],"areas":[178],"involved":[180],"process.":[184]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}