{"id":"https://openalex.org/W4387813206","doi":"https://doi.org/10.3390/e25101467","title":"Denoising Vanilla Autoencoder for RGB and GS Images with Gaussian Noise","display_name":"Denoising Vanilla Autoencoder for RGB and GS Images with Gaussian Noise","publication_year":2023,"publication_date":"2023-10-20","ids":{"openalex":"https://openalex.org/W4387813206","doi":"https://doi.org/10.3390/e25101467","pmid":"https://pubmed.ncbi.nlm.nih.gov/37895588"},"language":"en","primary_location":{"id":"doi:10.3390/e25101467","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e25101467","pdf_url":"https://www.mdpi.com/1099-4300/25/10/1467/pdf?version=1697780536","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"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":"Entropy","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/1099-4300/25/10/1467/pdf?version=1697780536","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093099230","display_name":"Armando Adri\u00e1n Miranda-Gonz\u00e1lez","orcid":"https://orcid.org/0000-0003-4673-0490"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Armando Adri\u00e1n Miranda-Gonz\u00e1lez","raw_affiliation_strings":["Escuela Superior de Ingenier\u00eda Mec\u00e1nica y El\u00e9ctrica Unidad Zacatenco Secci\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Polit\u00e9cnico Nacional, Mexico City 07738, Mexico"],"raw_orcid":"https://orcid.org/0000-0003-4673-0490","affiliations":[{"raw_affiliation_string":"Escuela Superior de Ingenier\u00eda Mec\u00e1nica y El\u00e9ctrica Unidad Zacatenco Secci\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Polit\u00e9cnico Nacional, Mexico City 07738, Mexico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067875918","display_name":"Alberto Rosales","orcid":"https://orcid.org/0000-0001-8436-3025"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Alberto Jorge Rosales-Silva","raw_affiliation_strings":["Escuela Superior de Ingenier\u00eda Mec\u00e1nica y El\u00e9ctrica Unidad Zacatenco Secci\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Polit\u00e9cnico Nacional, Mexico City 07738, Mexico"],"raw_orcid":"https://orcid.org/0000-0001-8436-3025","affiliations":[{"raw_affiliation_string":"Escuela Superior de Ingenier\u00eda Mec\u00e1nica y El\u00e9ctrica Unidad Zacatenco Secci\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Polit\u00e9cnico Nacional, Mexico City 07738, Mexico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009976088","display_name":"Dante M\u00fajica\u2010Vargas","orcid":"https://orcid.org/0000-0001-8665-4096"},"institutions":[{"id":"https://openalex.org/I4210090124","display_name":"Tecnol\u00f3gico Nacional de M\u00e9xico","ror":"https://ror.org/00davry38","country_code":"MX","type":"government","lineage":["https://openalex.org/I1302736544","https://openalex.org/I4210090124","https://openalex.org/I4405258672"]},{"id":"https://openalex.org/I4210138655","display_name":"Centro Nacional de Investigaci\u00f3n y Desarrollo Tecnol\u00f3gico","ror":"https://ror.org/0314ecq26","country_code":"MX","type":"facility","lineage":["https://openalex.org/I4210138655"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Dante M\u00fajica-Vargas","raw_affiliation_strings":["Departamento de Ciencias Computacionales, Tecnol\u00f3gico Nacional de M\u00e9xico, Cuernavaca 62490, Mexico"],"raw_orcid":"https://orcid.org/0000-0001-8665-4096","affiliations":[{"raw_affiliation_string":"Departamento de Ciencias Computacionales, Tecnol\u00f3gico Nacional de M\u00e9xico, Cuernavaca 62490, Mexico","institution_ids":["https://openalex.org/I4210138655","https://openalex.org/I4210090124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084459370","display_name":"Ponciano Jorge Escamilla-Ambrosio","orcid":"https://orcid.org/0000-0003-3772-3651"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Ponciano Jorge Escamilla-Ambrosio","raw_affiliation_strings":["Centro de Investigaci\u00f3n en Computaci\u00f3n, Instituto Polit\u00e9cnico Nacional, Mexico City 07738, Mexico"],"raw_orcid":"https://orcid.org/0000-0003-3772-3651","affiliations":[{"raw_affiliation_string":"Centro de Investigaci\u00f3n en Computaci\u00f3n, Instituto Polit\u00e9cnico Nacional, Mexico City 07738, Mexico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089804378","display_name":"Francisco J. Gallegos\u2010Funes","orcid":"https://orcid.org/0000-0002-4854-6438"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Francisco Javier Gallegos-Funes","raw_affiliation_strings":["Escuela Superior de Ingenier\u00eda Mec\u00e1nica y El\u00e9ctrica Unidad Zacatenco Secci\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Polit\u00e9cnico Nacional, Mexico City 07738, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-4854-6438","affiliations":[{"raw_affiliation_string":"Escuela Superior de Ingenier\u00eda Mec\u00e1nica y El\u00e9ctrica Unidad Zacatenco Secci\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Polit\u00e9cnico Nacional, Mexico City 07738, Mexico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049465515","display_name":"Jean Marie Vianney Kinani","orcid":"https://orcid.org/0000-0001-5237-3050"},"institutions":[{"id":"https://openalex.org/I4210090124","display_name":"Tecnol\u00f3gico Nacional de M\u00e9xico","ror":"https://ror.org/00davry38","country_code":"MX","type":"government","lineage":["https://openalex.org/I1302736544","https://openalex.org/I4210090124","https://openalex.org/I4405258672"]},{"id":"https://openalex.org/I4210138655","display_name":"Centro Nacional de Investigaci\u00f3n y Desarrollo Tecnol\u00f3gico","ror":"https://ror.org/0314ecq26","country_code":"MX","type":"facility","lineage":["https://openalex.org/I4210138655"]},{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jean Marie Vianney-Kinani","raw_affiliation_strings":["Departamento de Ciencias Computacionales, Tecnol\u00f3gico Nacional de M\u00e9xico, Cuernavaca 62490, Mexico","Unidad Profesional Interdisciplinaria de Ingenier\u00eda Campus Hidalgo, Instituto Polit\u00e9cnico Nacional, Pachuca de Soto 42162, Mexico"],"raw_orcid":"https://orcid.org/0000-0001-5237-3050","affiliations":[{"raw_affiliation_string":"Departamento de Ciencias Computacionales, Tecnol\u00f3gico Nacional de M\u00e9xico, Cuernavaca 62490, Mexico","institution_ids":["https://openalex.org/I4210138655","https://openalex.org/I4210090124"]},{"raw_affiliation_string":"Unidad Profesional Interdisciplinaria de Ingenier\u00eda Campus Hidalgo, Instituto Polit\u00e9cnico Nacional, Pachuca de Soto 42162, Mexico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053779809","display_name":"Erick Vel\u00e1zquez-Lozada","orcid":"https://orcid.org/0000-0001-8242-6731"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Erick Vel\u00e1zquez-Lozada","raw_affiliation_strings":["Escuela Superior de Ingenier\u00eda Mec\u00e1nica y El\u00e9ctrica Unidad Zacatenco Secci\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Polit\u00e9cnico Nacional, Mexico City 07738, Mexico"],"raw_orcid":"https://orcid.org/0000-0001-8242-6731","affiliations":[{"raw_affiliation_string":"Escuela Superior de Ingenier\u00eda Mec\u00e1nica y El\u00e9ctrica Unidad Zacatenco Secci\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Polit\u00e9cnico Nacional, Mexico City 07738, Mexico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113028090","display_name":"Luis Manuel P\u00e9rez-Hern\u00e1ndez","orcid":null},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Luis Manuel P\u00e9rez-Hern\u00e1ndez","raw_affiliation_strings":["Escuela Superior de Ingenier\u00eda Mec\u00e1nica y El\u00e9ctrica Unidad Zacatenco Secci\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Polit\u00e9cnico Nacional, Mexico City 07738, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Escuela Superior de Ingenier\u00eda Mec\u00e1nica y El\u00e9ctrica Unidad Zacatenco Secci\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Polit\u00e9cnico Nacional, Mexico City 07738, Mexico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024177929","display_name":"Lucero Ver\u00f3nica Lozano-V\u00e1zquez","orcid":"https://orcid.org/0000-0002-5686-1956"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Lucero Ver\u00f3nica Lozano-V\u00e1zquez","raw_affiliation_strings":["Escuela Superior de Ingenier\u00eda Mec\u00e1nica y El\u00e9ctrica Unidad Zacatenco Secci\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Polit\u00e9cnico Nacional, Mexico City 07738, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-5686-1956","affiliations":[{"raw_affiliation_string":"Escuela Superior de Ingenier\u00eda Mec\u00e1nica y El\u00e9ctrica Unidad Zacatenco Secci\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Polit\u00e9cnico Nacional, Mexico City 07738, Mexico","institution_ids":["https://openalex.org/I59361560"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5067875918"],"corresponding_institution_ids":["https://openalex.org/I59361560"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":1.366,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.83611194,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"25","issue":"10","first_page":"1467","last_page":"1467"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9998999834060669,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9976000189781189,"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":0.9973999857902527,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7978822588920593},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.759758472442627},{"id":"https://openalex.org/keywords/grayscale","display_name":"Grayscale","score":0.6715610027313232},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.6585007309913635},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6267490386962891},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6103681921958923},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4798157215118408},{"id":"https://openalex.org/keywords/gaussian-noise","display_name":"Gaussian noise","score":0.46670934557914734},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.4582255780696869},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.4440877437591553},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.4302048683166504},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4286287724971771},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.42048850655555725},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.42046481370925903},{"id":"https://openalex.org/keywords/video-denoising","display_name":"Video denoising","score":0.41250959038734436},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.40281668305397034},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.12953343987464905}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7978822588920593},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.759758472442627},{"id":"https://openalex.org/C78201319","wikidata":"https://www.wikidata.org/wiki/Q685727","display_name":"Grayscale","level":3,"score":0.6715610027313232},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.6585007309913635},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6267490386962891},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6103681921958923},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4798157215118408},{"id":"https://openalex.org/C4199805","wikidata":"https://www.wikidata.org/wiki/Q2725903","display_name":"Gaussian noise","level":2,"score":0.46670934557914734},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.4582255780696869},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.4440877437591553},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.4302048683166504},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4286287724971771},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.42048850655555725},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.42046481370925903},{"id":"https://openalex.org/C30814859","wikidata":"https://www.wikidata.org/wiki/Q4119603","display_name":"Video denoising","level":5,"score":0.41250959038734436},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.40281668305397034},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.12953343987464905},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C23431618","wikidata":"https://www.wikidata.org/wiki/Q1404672","display_name":"Multiview Video Coding","level":4,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/e25101467","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e25101467","pdf_url":"https://www.mdpi.com/1099-4300/25/10/1467/pdf?version=1697780536","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"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":"Entropy","raw_type":"journal-article"},{"id":"pmid:37895588","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37895588","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":"Entropy (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10606544","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10606544","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10606544/pdf/entropy-25-01467.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:f8ac472021d64202a7e51077f13a6b85","is_oa":true,"landing_page_url":"https://doaj.org/article/f8ac472021d64202a7e51077f13a6b85","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":"Entropy, Vol 25, Iss 10, p 1467 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/e25101467","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e25101467","pdf_url":"https://www.mdpi.com/1099-4300/25/10/1467/pdf?version=1697780536","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"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":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.6100000143051147,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321694","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387813206.pdf"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1958968158","https://openalex.org/W2012178979","https://openalex.org/W2025768430","https://openalex.org/W2047568922","https://openalex.org/W2071075212","https://openalex.org/W2100329651","https://openalex.org/W2100495367","https://openalex.org/W2133665775","https://openalex.org/W2139529730","https://openalex.org/W2279631654","https://openalex.org/W2296629652","https://openalex.org/W2333126212","https://openalex.org/W2474880636","https://openalex.org/W2508457857","https://openalex.org/W2565516711","https://openalex.org/W2726456930","https://openalex.org/W2790477006","https://openalex.org/W2808611867","https://openalex.org/W2992563887","https://openalex.org/W3013552376","https://openalex.org/W3047011367","https://openalex.org/W3047520925","https://openalex.org/W3212436340","https://openalex.org/W4200498145","https://openalex.org/W4225672218","https://openalex.org/W4226453196","https://openalex.org/W4226474355","https://openalex.org/W4283030109","https://openalex.org/W4312938066","https://openalex.org/W6653495854","https://openalex.org/W6668362893","https://openalex.org/W6697213449"],"related_works":["https://openalex.org/W2159052453","https://openalex.org/W3013693939","https://openalex.org/W2566616303","https://openalex.org/W3131327266","https://openalex.org/W2752972570","https://openalex.org/W4297051394","https://openalex.org/W3153082147","https://openalex.org/W2968833425","https://openalex.org/W2899689856","https://openalex.org/W2588400456"],"abstract_inverted_index":{"Noise":[0],"suppression":[1],"algorithms":[2],"have":[3],"been":[4],"used":[5],"in":[6,94,138],"various":[7],"tasks":[8],"such":[9],"as":[10],"computer":[11],"vision,":[12],"industrial":[13],"inspection,":[14],"and":[15,96,115],"video":[16],"surveillance,":[17],"among":[18],"others.":[19],"The":[20,99],"robust":[21],"image":[22,47,119],"processing":[23],"systems":[24],"need":[25],"to":[26,32,39,66,71],"be":[27],"fed":[28],"with":[29],"images":[30],"closer":[31],"a":[33,55,79,112,116],"real":[34,73],"scene;":[35],"however,":[36],"sometimes,":[37],"due":[38],"external":[40],"factors,":[41],"the":[42,46,72],"data":[43,68],"that":[44,125],"represent":[45],"captured":[48],"are":[49,63,121],"altered,":[50],"which":[51,123],"is":[52],"translated":[53],"into":[54],"loss":[56],"of":[57,87,107,131],"information.":[58],"In":[59],"this":[60],"way,":[61],"there":[62],"required":[64],"procedures":[65],"recover":[67],"information":[69],"closest":[70],"scene.":[74],"This":[75],"research":[76],"project":[77],"proposes":[78],"Denoising":[80],"Vanilla":[81],"Autoencoding":[82],"(DVA)":[83],"architecture":[84],"by":[85,105],"means":[86,106],"unsupervised":[88],"neural":[89,132],"networks":[90,133],"for":[91,135],"Gaussian":[92],"denoising":[93],"color":[95],"grayscale":[97],"images.":[98,139],"methodology":[100],"improves":[101],"other":[102,129],"state-of-the-art":[103],"architectures":[104],"objective":[108],"numerical":[109],"results.":[110],"Additionally,":[111],"validation":[113],"set":[114,120],"high-resolution":[117],"noisy":[118],"used,":[122],"reveal":[124],"our":[126],"proposal":[127],"outperforms":[128],"types":[130],"responsible":[134],"suppressing":[136],"noise":[137]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
