{"id":"https://openalex.org/W3129965374","doi":"https://doi.org/10.1007/978-3-030-68780-9_49","title":"The Effect of Noise and Brightness on Convolutional Deep Neural Networks","display_name":"The Effect of Noise and Brightness on Convolutional Deep Neural Networks","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3129965374","doi":"https://doi.org/10.1007/978-3-030-68780-9_49","mag":"3129965374"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-68780-9_49","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-68780-9_49","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5069009711","display_name":"Jos\u00e9 Antonio Rodr\u00edguez-Rodr\u00edguez","orcid":"https://orcid.org/0000-0003-2016-5040"},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 A. Rodr\u00edguez-Rodr\u00edguez","raw_affiliation_strings":["Department of Computer Languages and Computer Science, University of Malaga, M\u00e1laga, Spain","University of Malaga"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Languages and Computer Science, University of Malaga, M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]},{"raw_affiliation_string":"University of Malaga","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032963762","display_name":"Miguel A. Molina\u2010Cabello","orcid":"https://orcid.org/0000-0002-8929-6017"},"institutions":[{"id":"https://openalex.org/I4210164724","display_name":"Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga","ror":"https://ror.org/05n3asa33","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210164724"]},{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Miguel A. Molina-Cabello","raw_affiliation_strings":["Biomedic Research Institute of M\u00e1laga (IBIMA), Malaga, Spain","Department of Computer Languages and Computer Science, University of Malaga, M\u00e1laga, Spain","Biomedic Research Institute of M\u00e1laga (IBIMA)","University of Malaga"],"raw_orcid":"https://orcid.org/0000-0002-8929-6017","affiliations":[{"raw_affiliation_string":"Biomedic Research Institute of M\u00e1laga (IBIMA), Malaga, Spain","institution_ids":["https://openalex.org/I4210164724"]},{"raw_affiliation_string":"Department of Computer Languages and Computer Science, University of Malaga, M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]},{"raw_affiliation_string":"Biomedic Research Institute of M\u00e1laga (IBIMA)","institution_ids":["https://openalex.org/I4210164724"]},{"raw_affiliation_string":"University of Malaga","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030379617","display_name":"Rafaela Ben\u00edtez-Rochel","orcid":"https://orcid.org/0000-0001-8500-0488"},"institutions":[{"id":"https://openalex.org/I4210164724","display_name":"Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga","ror":"https://ror.org/05n3asa33","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210164724"]},{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Rafaela Ben\u00edtez-Rochel","raw_affiliation_strings":["Biomedic Research Institute of M\u00e1laga (IBIMA), Malaga, Spain","Department of Computer Languages and Computer Science, University of Malaga, M\u00e1laga, Spain","Biomedic Research Institute of M\u00e1laga (IBIMA)","University of Malaga"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomedic Research Institute of M\u00e1laga (IBIMA), Malaga, Spain","institution_ids":["https://openalex.org/I4210164724"]},{"raw_affiliation_string":"Department of Computer Languages and Computer Science, University of Malaga, M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]},{"raw_affiliation_string":"Biomedic Research Institute of M\u00e1laga (IBIMA)","institution_ids":["https://openalex.org/I4210164724"]},{"raw_affiliation_string":"University of Malaga","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091243468","display_name":"Ezequiel L\u00f3pez\u2010Rubio","orcid":"https://orcid.org/0000-0001-8231-5687"},"institutions":[{"id":"https://openalex.org/I4210164724","display_name":"Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga","ror":"https://ror.org/05n3asa33","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210164724"]},{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Ezequiel L\u00f3pez-Rubio","raw_affiliation_strings":["Biomedic Research Institute of M\u00e1laga (IBIMA), Malaga, Spain","Department of Computer Languages and Computer Science, University of Malaga, M\u00e1laga, Spain","Biomedic Research Institute of M\u00e1laga (IBIMA)","University of Malaga"],"raw_orcid":"https://orcid.org/0000-0001-8231-5687","affiliations":[{"raw_affiliation_string":"Biomedic Research Institute of M\u00e1laga (IBIMA), Malaga, Spain","institution_ids":["https://openalex.org/I4210164724"]},{"raw_affiliation_string":"Department of Computer Languages and Computer Science, University of Malaga, M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]},{"raw_affiliation_string":"Biomedic Research Institute of M\u00e1laga (IBIMA)","institution_ids":["https://openalex.org/I4210164724"]},{"raw_affiliation_string":"University of Malaga","institution_ids":["https://openalex.org/I82767444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5030379617","https://openalex.org/A5091243468"],"corresponding_institution_ids":["https://openalex.org/I4210164724","https://openalex.org/I82767444"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":4.1119,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.93506941,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"639","last_page":"654"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9998999834060669,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9973000288009644,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7943986654281616},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6704139709472656},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6647039651870728},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6646994948387146},{"id":"https://openalex.org/keywords/gaussian-noise","display_name":"Gaussian noise","score":0.6335552930831909},{"id":"https://openalex.org/keywords/speckle-noise","display_name":"Speckle noise","score":0.5721760988235474},{"id":"https://openalex.org/keywords/brightness","display_name":"Brightness","score":0.561718225479126},{"id":"https://openalex.org/keywords/shot-noise","display_name":"Shot noise","score":0.5502760410308838},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4823583960533142},{"id":"https://openalex.org/keywords/salt-and-pepper-noise","display_name":"Salt-and-pepper noise","score":0.47965458035469055},{"id":"https://openalex.org/keywords/image-noise","display_name":"Image noise","score":0.44526004791259766},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4306967854499817},{"id":"https://openalex.org/keywords/speckle-pattern","display_name":"Speckle pattern","score":0.3223605751991272},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.23895561695098877},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2248135805130005},{"id":"https://openalex.org/keywords/median-filter","display_name":"Median filter","score":0.16711851954460144},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14725539088249207},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.14482691884040833},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08802801370620728},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.07710409164428711}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7943986654281616},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6704139709472656},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6647039651870728},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6646994948387146},{"id":"https://openalex.org/C4199805","wikidata":"https://www.wikidata.org/wiki/Q2725903","display_name":"Gaussian noise","level":2,"score":0.6335552930831909},{"id":"https://openalex.org/C180940675","wikidata":"https://www.wikidata.org/wiki/Q7575045","display_name":"Speckle noise","level":3,"score":0.5721760988235474},{"id":"https://openalex.org/C125245961","wikidata":"https://www.wikidata.org/wiki/Q221656","display_name":"Brightness","level":2,"score":0.561718225479126},{"id":"https://openalex.org/C72659945","wikidata":"https://www.wikidata.org/wiki/Q1503574","display_name":"Shot noise","level":3,"score":0.5502760410308838},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4823583960533142},{"id":"https://openalex.org/C113660513","wikidata":"https://www.wikidata.org/wiki/Q849379","display_name":"Salt-and-pepper noise","level":5,"score":0.47965458035469055},{"id":"https://openalex.org/C35772409","wikidata":"https://www.wikidata.org/wiki/Q1323086","display_name":"Image noise","level":3,"score":0.44526004791259766},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4306967854499817},{"id":"https://openalex.org/C102290492","wikidata":"https://www.wikidata.org/wiki/Q7575045","display_name":"Speckle pattern","level":2,"score":0.3223605751991272},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.23895561695098877},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2248135805130005},{"id":"https://openalex.org/C55352655","wikidata":"https://www.wikidata.org/wiki/Q304247","display_name":"Median filter","level":4,"score":0.16711851954460144},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14725539088249207},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.14482691884040833},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08802801370620728},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.07710409164428711}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-68780-9_49","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-68780-9_49","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2097117768","https://openalex.org/W2103212315","https://openalex.org/W2117539524","https://openalex.org/W2163605009","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2514536886","https://openalex.org/W2532710045","https://openalex.org/W2549139847","https://openalex.org/W2560662850","https://openalex.org/W2788311693","https://openalex.org/W2885641166","https://openalex.org/W2962949934","https://openalex.org/W2963163009","https://openalex.org/W2963446712","https://openalex.org/W2963918968","https://openalex.org/W2963980515","https://openalex.org/W2964137095","https://openalex.org/W2973501016","https://openalex.org/W3005305453"],"related_works":["https://openalex.org/W2364780020","https://openalex.org/W2120405331","https://openalex.org/W2027616686","https://openalex.org/W2499334499","https://openalex.org/W2118587210","https://openalex.org/W2980586888","https://openalex.org/W2090859501","https://openalex.org/W972036175","https://openalex.org/W4386210493","https://openalex.org/W2161471497"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}