{"id":"https://openalex.org/W2811424548","doi":"https://doi.org/10.3390/s18072059","title":"Wide-Band Color Imagery Restoration for RGB-NIR Single Sensor Images","display_name":"Wide-Band Color Imagery Restoration for RGB-NIR Single Sensor Images","publication_year":2018,"publication_date":"2018-06-27","ids":{"openalex":"https://openalex.org/W2811424548","doi":"https://doi.org/10.3390/s18072059","mag":"2811424548","pmid":"https://pubmed.ncbi.nlm.nih.gov/29954153"},"language":"en","primary_location":{"id":"doi:10.3390/s18072059","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18072059","pdf_url":"https://www.mdpi.com/1424-8220/18/7/2059/pdf?version=1530174412","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/18/7/2059/pdf?version=1530174412","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083281254","display_name":"Xavier Soria Poma","orcid":"https://orcid.org/0000-0003-2997-2439"},"institutions":[{"id":"https://openalex.org/I4210122226","display_name":"Centre de Recerca Matem\u00e0tica","ror":"https://ror.org/020s51w82","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210122226","https://openalex.org/I4387153040"]},{"id":"https://openalex.org/I4387153096","display_name":"Computer Vision Center","ror":"https://ror.org/00s0nnj93","country_code":null,"type":"other","lineage":["https://openalex.org/I4387153040","https://openalex.org/I4387153096"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Xavier Soria","raw_affiliation_strings":["Computer Vision Center, Edifici O, Campus UAB, Bellaterra, 08193 Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0003-2997-2439","affiliations":[{"raw_affiliation_string":"Computer Vision Center, Edifici O, Campus UAB, Bellaterra, 08193 Barcelona, Spain","institution_ids":["https://openalex.org/I4210122226","https://openalex.org/I4387153096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002373986","display_name":"\u00c1ngel D. Sappa","orcid":"https://orcid.org/0000-0003-2468-0031"},"institutions":[{"id":"https://openalex.org/I2135383","display_name":"Escuela Superior Politecnica del Litoral","ror":"https://ror.org/04qenc566","country_code":"EC","type":"education","lineage":["https://openalex.org/I2135383"]},{"id":"https://openalex.org/I4210122226","display_name":"Centre de Recerca Matem\u00e0tica","ror":"https://ror.org/020s51w82","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210122226","https://openalex.org/I4387153040"]},{"id":"https://openalex.org/I4387153096","display_name":"Computer Vision Center","ror":"https://ror.org/00s0nnj93","country_code":null,"type":"other","lineage":["https://openalex.org/I4387153040","https://openalex.org/I4387153096"]}],"countries":["EC","ES"],"is_corresponding":false,"raw_author_name":"Angel D. Sappa","raw_affiliation_strings":["Computer Vision Center, Edifici O, Campus UAB, Bellaterra, 08193 Barcelona, Spain","Facultad de Ingenier\u00eda en Electricidad y Computaci\u00f3n, CIDIS, Escuela Superior Polit\u00e9cnica del Litoral, ESPOL, Campus Gustavo Galindo, Km 30.5 v\u00eda Perimetral, Guayaquil 09-01-5863, Ecuador"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Vision Center, Edifici O, Campus UAB, Bellaterra, 08193 Barcelona, Spain","institution_ids":["https://openalex.org/I4210122226","https://openalex.org/I4387153096"]},{"raw_affiliation_string":"Facultad de Ingenier\u00eda en Electricidad y Computaci\u00f3n, CIDIS, Escuela Superior Polit\u00e9cnica del Litoral, ESPOL, Campus Gustavo Galindo, Km 30.5 v\u00eda Perimetral, Guayaquil 09-01-5863, Ecuador","institution_ids":["https://openalex.org/I2135383"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091049096","display_name":"Riad Hammoud","orcid":"https://orcid.org/0000-0002-9007-0357"},"institutions":[{"id":"https://openalex.org/I4210117222","display_name":"BAE Systems (United States)","ror":"https://ror.org/02fctgp09","country_code":"US","type":"company","lineage":["https://openalex.org/I4210117222","https://openalex.org/I4210143731"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Riad I. Hammoud","raw_affiliation_strings":["BAE Systems FAST Labs, 600 District Avenue, Burlington, MA 01803, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BAE Systems FAST Labs, 600 District Avenue, Burlington, MA 01803, USA","institution_ids":["https://openalex.org/I4210117222"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5083281254"],"corresponding_institution_ids":["https://openalex.org/I4210122226","https://openalex.org/I4387153096"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":18.2831,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.98511139,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"18","issue":"7","first_page":"2059","last_page":"2059"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9994000196456909,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9991999864578247,"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/rgb-color-model","display_name":"RGB color model","score":0.8829737901687622},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7653121948242188},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6666228771209717},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6541483402252197},{"id":"https://openalex.org/keywords/spectral-bands","display_name":"Spectral bands","score":0.6050230860710144},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5818521976470947},{"id":"https://openalex.org/keywords/near-infrared-spectroscopy","display_name":"Near-infrared spectroscopy","score":0.522206723690033},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5116561055183411},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35883980989456177},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.15409782528877258},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.11015242338180542},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08590394258499146}],"concepts":[{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.8829737901687622},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7653121948242188},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6666228771209717},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6541483402252197},{"id":"https://openalex.org/C114700698","wikidata":"https://www.wikidata.org/wiki/Q2882278","display_name":"Spectral bands","level":2,"score":0.6050230860710144},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5818521976470947},{"id":"https://openalex.org/C43571822","wikidata":"https://www.wikidata.org/wiki/Q599037","display_name":"Near-infrared spectroscopy","level":2,"score":0.522206723690033},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5116561055183411},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35883980989456177},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.15409782528877258},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.11015242338180542},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08590394258499146}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s18072059","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18072059","pdf_url":"https://www.mdpi.com/1424-8220/18/7/2059/pdf?version=1530174412","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},{"id":"pmid:29954153","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29954153","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:a569e5cb8ed84274b030dbc408f3af0d","is_oa":true,"landing_page_url":"https://doaj.org/article/a569e5cb8ed84274b030dbc408f3af0d","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":"Sensors, Vol 18, Iss 7, p 2059 (2018)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:5027840","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6068539","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"},{"id":"pmh:oai:mdpi.com:/1424-8220/18/7/2059/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s18072059","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":"Sensors","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s18072059","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18072059","pdf_url":"https://www.mdpi.com/1424-8220/18/7/2059/pdf?version=1530174412","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.7400000095367432,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G5199362190","display_name":null,"funder_award_id":"2015-AR3R7694","funder_id":"https://openalex.org/F4320322526","funder_display_name":"Secretar\u00eda de Educaci\u00f3n Superior, Ciencia, Tecnolog\u00eda e Innovaci\u00f3n"},{"id":"https://openalex.org/G6091805408","display_name":null,"funder_award_id":"TIN2014-56919-C3-2-R","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G7933329727","display_name":null,"funder_award_id":"TIN2017-89723-P","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"}],"funders":[{"id":"https://openalex.org/F4320315803","display_name":"Centres de Recerca de Catalunya","ror":null},{"id":"https://openalex.org/F4320318856","display_name":"Escuela Superior Polit\u00e9cnica del Litoral","ror":"https://ror.org/04qenc566"},{"id":"https://openalex.org/F4320321505","display_name":"Generalitat de Catalunya","ror":"https://ror.org/01bg62x04"},{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320322526","display_name":"Secretar\u00eda de Educaci\u00f3n Superior, Ciencia, Tecnolog\u00eda e Innovaci\u00f3n","ror":"https://ror.org/056c6e777"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2811424548.pdf","grobid_xml":"https://content.openalex.org/works/W2811424548.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W54257720","https://openalex.org/W1532331894","https://openalex.org/W1573676738","https://openalex.org/W1580389772","https://openalex.org/W1665214252","https://openalex.org/W1885185971","https://openalex.org/W1971637299","https://openalex.org/W1976294548","https://openalex.org/W1977970101","https://openalex.org/W2000512760","https://openalex.org/W2005626749","https://openalex.org/W2033230679","https://openalex.org/W2037642501","https://openalex.org/W2038862184","https://openalex.org/W2058611593","https://openalex.org/W2063907334","https://openalex.org/W2064076387","https://openalex.org/W2112796928","https://openalex.org/W2133665775","https://openalex.org/W2138943513","https://openalex.org/W2145094598","https://openalex.org/W2150969685","https://openalex.org/W2166027125","https://openalex.org/W2243614535","https://openalex.org/W2269400786","https://openalex.org/W2293078015","https://openalex.org/W2402711191","https://openalex.org/W2408102115","https://openalex.org/W2498148408","https://openalex.org/W2571738250","https://openalex.org/W2602591510","https://openalex.org/W2730857131","https://openalex.org/W2735056218","https://openalex.org/W2773809991","https://openalex.org/W2784344583","https://openalex.org/W2792279927","https://openalex.org/W2919115771","https://openalex.org/W2963186101","https://openalex.org/W2963470893","https://openalex.org/W2997574889","https://openalex.org/W4205398292","https://openalex.org/W4253051045","https://openalex.org/W6674855086","https://openalex.org/W6681096077"],"related_works":["https://openalex.org/W4230514785","https://openalex.org/W2167839896","https://openalex.org/W2087737263","https://openalex.org/W1966373181","https://openalex.org/W2047748252","https://openalex.org/W2052597450","https://openalex.org/W2079129086","https://openalex.org/W2963081958","https://openalex.org/W2102332432","https://openalex.org/W2948606486"],"abstract_inverted_index":{"Multi-spectral":[0],"RGB-NIR":[1],"sensors":[2,10],"have":[3],"become":[4],"ubiquitous":[5],"in":[6,107],"recent":[7],"years.":[8],"These":[9],"allow":[11],"the":[12,26,32,49,63,70,74,82,119,122],"visible":[13,50,75],"and":[14,110],"near-infrared":[15,43],"spectral":[16],"bands":[17,44,51],"of":[18,88,116,121],"a":[19,36,102],"given":[20],"scene":[21],"to":[22,42,61],"be":[23],"captured":[24],"at":[25],"same":[27],"time.":[28],"With":[29],"such":[30],"cameras,":[31],"acquired":[33],"imagery":[34],"has":[35],"compromised":[37],"RGB":[38,65,84],"color":[39,66],"representation":[40],"due":[41],"(700\u207b1100":[45],"nm)":[46],"cross-talking":[47],"with":[48,95],"(400\u207b700":[52],"nm).":[53],"This":[54],"paper":[55],"proposes":[56],"two":[57],"deep":[58],"learning-based":[59],"architectures":[60,100],"recover":[62],"full":[64],"images,":[67],"thus":[68],"removing":[69],"NIR":[71],"information":[72],"from":[73],"bands.":[76],"The":[77],"proposed":[78],"approaches":[79],"directly":[80],"restore":[81],"high-resolution":[83],"image":[85],"by":[86],"means":[87],"convolutional":[89],"neural":[90],"networks.":[91],"They":[92],"are":[93],"evaluated":[94,106],"several":[96],"outdoor":[97],"images;":[98],"both":[99],"reach":[101],"similar":[103],"performance":[104],"when":[105],"different":[108,112],"scenarios":[109],"using":[111],"similarity":[113],"metrics.":[114],"Both":[115],"them":[117],"improve":[118],"state":[120],"art":[123],"approaches.":[124]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
