{"id":"https://openalex.org/W4391346301","doi":"https://doi.org/10.3390/s24030821","title":"The Impact of Noise and Brightness on Object Detection Methods","display_name":"The Impact of Noise and Brightness on Object Detection Methods","publication_year":2024,"publication_date":"2024-01-26","ids":{"openalex":"https://openalex.org/W4391346301","doi":"https://doi.org/10.3390/s24030821","pmid":"https://pubmed.ncbi.nlm.nih.gov/38339537"},"language":"en","primary_location":{"id":"doi:10.3390/s24030821","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24030821","pdf_url":"https://www.mdpi.com/1424-8220/24/3/821/pdf?version=1706663412","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/1424-8220/24/3/821/pdf?version=1706663412","any_repository_has_fulltext":true},"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 M\u00e1laga, 29071 M\u00e1laga, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Languages and Computer Science, University of M\u00e1laga, 29071 M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"middle","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":false,"raw_author_name":"Ezequiel L\u00f3pez-Rubio","raw_affiliation_strings":["Department of Computer Languages and Computer Science, University of M\u00e1laga, 29071 M\u00e1laga, Spain","Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, 29009 M\u00e1laga, Spain"],"raw_orcid":"https://orcid.org/0000-0001-8231-5687","affiliations":[{"raw_affiliation_string":"Department of Computer Languages and Computer Science, University of M\u00e1laga, 29071 M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]},{"raw_affiliation_string":"Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, 29009 M\u00e1laga, Spain","institution_ids":["https://openalex.org/I4210164724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093819554","display_name":"Juan A. \u00c1ngel-Ruiz","orcid":null},"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":"Juan A. \u00c1ngel-Ruiz","raw_affiliation_strings":["Department of Computer Languages and Computer Science, University of M\u00e1laga, 29071 M\u00e1laga, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Languages and Computer Science, University of M\u00e1laga, 29071 M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"last","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":true,"raw_author_name":"Miguel A. Molina-Cabello","raw_affiliation_strings":["Department of Computer Languages and Computer Science, University of M\u00e1laga, 29071 M\u00e1laga, Spain","Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, 29009 M\u00e1laga, Spain"],"raw_orcid":"https://orcid.org/0000-0002-8929-6017","affiliations":[{"raw_affiliation_string":"Department of Computer Languages and Computer Science, University of M\u00e1laga, 29071 M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]},{"raw_affiliation_string":"Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, 29009 M\u00e1laga, Spain","institution_ids":["https://openalex.org/I4210164724"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5032963762"],"corresponding_institution_ids":["https://openalex.org/I4210164724","https://openalex.org/I82767444"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":5.2434,"has_fulltext":true,"cited_by_count":32,"citation_normalized_percentile":{"value":0.96942168,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"24","issue":"3","first_page":"821","last_page":"821"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","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/T10036","display_name":"Advanced Neural Network Applications","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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9976000189781189,"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":0.9965999722480774,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/brightness","display_name":"Brightness","score":0.8357980251312256},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.7622247934341431},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7211003303527832},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7146035432815552},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.6064140200614929},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5884427428245544},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5739111304283142},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.519212543964386},{"id":"https://openalex.org/keywords/gaussian-noise","display_name":"Gaussian noise","score":0.5177727937698364},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.49917030334472656},{"id":"https://openalex.org/keywords/image-sensor","display_name":"Image sensor","score":0.42067721486091614},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3003738820552826},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.282861590385437},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13899445533752441},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07609757781028748},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.06201648712158203}],"concepts":[{"id":"https://openalex.org/C125245961","wikidata":"https://www.wikidata.org/wiki/Q221656","display_name":"Brightness","level":2,"score":0.8357980251312256},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.7622247934341431},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7211003303527832},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7146035432815552},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.6064140200614929},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5884427428245544},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5739111304283142},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.519212543964386},{"id":"https://openalex.org/C4199805","wikidata":"https://www.wikidata.org/wiki/Q2725903","display_name":"Gaussian noise","level":2,"score":0.5177727937698364},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.49917030334472656},{"id":"https://openalex.org/C76935873","wikidata":"https://www.wikidata.org/wiki/Q209121","display_name":"Image sensor","level":2,"score":0.42067721486091614},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3003738820552826},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.282861590385437},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13899445533752441},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07609757781028748},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.06201648712158203}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/s24030821","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24030821","pdf_url":"https://www.mdpi.com/1424-8220/24/3/821/pdf?version=1706663412","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:38339537","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38339537","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:pubmedcentral.nih.gov:10856852","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10856852","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10856852/pdf/sensors-24-00821.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":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:13069b93f4ac41c792974a8af8d1b42b","is_oa":true,"landing_page_url":"https://doaj.org/article/13069b93f4ac41c792974a8af8d1b42b","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 24, Iss 3, p 821 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s24030821","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24030821","pdf_url":"https://www.mdpi.com/1424-8220/24/3/821/pdf?version=1706663412","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":"Reduced inequalities","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G1000914715","display_name":null,"funder_award_id":"B1-2022_14","funder_id":"https://openalex.org/F4320311265","funder_display_name":"Universidad de M\u00e1laga"},{"id":"https://openalex.org/G2655883496","display_name":null,"funder_award_id":"UMA20-FEDERJA-108","funder_id":"https://openalex.org/F4320311265","funder_display_name":"Universidad de M\u00e1laga"},{"id":"https://openalex.org/G2754335427","display_name":null,"funder_award_id":"PID2022- 136764OA-I00","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G2941445633","display_name":null,"funder_award_id":"B1-2019_01","funder_id":"https://openalex.org/F4320311265","funder_display_name":"Universidad de M\u00e1laga"},{"id":"https://openalex.org/G2981631480","display_name":null,"funder_award_id":"PID2022-136764OA-I00","funder_id":"https://openalex.org/F4320326754","funder_display_name":"Junta de Andaluc\u00eda"},{"id":"https://openalex.org/G3101435960","display_name":null,"funder_award_id":"PID2022-136764OA-I00","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G4418119951","display_name":null,"funder_award_id":"B1-2022_14","funder_id":"https://openalex.org/F4320326754","funder_display_name":"Junta de Andaluc\u00eda"},{"id":"https://openalex.org/G4878087727","display_name":null,"funder_award_id":"B1-2019_02","funder_id":"https://openalex.org/F4320326754","funder_display_name":"Junta de Andaluc\u00eda"},{"id":"https://openalex.org/G4995587108","display_name":null,"funder_award_id":"UMA20-FEDERJA-108","funder_id":"https://openalex.org/F4320332805","funder_display_name":"Smithsonian Conservation Biology Institute"},{"id":"https://openalex.org/G5795146184","display_name":null,"funder_award_id":"PID2022-136764OA-I00","funder_id":"https://openalex.org/F4320311265","funder_display_name":"Universidad de M\u00e1laga"},{"id":"https://openalex.org/G6343813651","display_name":null,"funder_award_id":"UMA20-FEDERJA-108","funder_id":"https://openalex.org/F4320326754","funder_display_name":"Junta de Andaluc\u00eda"},{"id":"https://openalex.org/G6430048300","display_name":null,"funder_award_id":"B4-2022","funder_id":"https://openalex.org/F4320326754","funder_display_name":"Junta de Andaluc\u00eda"},{"id":"https://openalex.org/G6496325548","display_name":null,"funder_award_id":"A6000","funder_id":"https://openalex.org/F4320309480","funder_display_name":"Nvidia"},{"id":"https://openalex.org/G6556794502","display_name":null,"funder_award_id":"B1-2021_20","funder_id":"https://openalex.org/F4320311265","funder_display_name":"Universidad de M\u00e1laga"},{"id":"https://openalex.org/G7003046753","display_name":null,"funder_award_id":"B1-2021_20","funder_id":"https://openalex.org/F4320326754","funder_display_name":"Junta de Andaluc\u00eda"},{"id":"https://openalex.org/G705427103","display_name":null,"funder_award_id":"B4-2022","funder_id":"https://openalex.org/F4320311265","funder_display_name":"Universidad de M\u00e1laga"},{"id":"https://openalex.org/G7429872164","display_name":null,"funder_award_id":"PID2022-136764OA-I00","funder_id":"https://openalex.org/F4320332805","funder_display_name":"Smithsonian Conservation Biology Institute"},{"id":"https://openalex.org/G745716326","display_name":null,"funder_award_id":"RTX A6000","funder_id":"https://openalex.org/F4320309480","funder_display_name":"Nvidia"},{"id":"https://openalex.org/G7797295463","display_name":null,"funder_award_id":"B1-2019_02","funder_id":"https://openalex.org/F4320311265","funder_display_name":"Universidad de M\u00e1laga"},{"id":"https://openalex.org/G8604176096","display_name":null,"funder_award_id":"B1-2019_01","funder_id":"https://openalex.org/F4320326754","funder_display_name":"Junta de Andaluc\u00eda"},{"id":"https://openalex.org/G8920660035","display_name":null,"funder_award_id":"PID2022","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"},{"id":"https://openalex.org/F4320311265","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28"},{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320326754","display_name":"Junta de Andaluc\u00eda","ror":"https://ror.org/01jem9c82"},{"id":"https://openalex.org/F4320332805","display_name":"Smithsonian Conservation Biology Institute","ror":"https://ror.org/04hnzva96"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391346301.pdf"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W2152635335","https://openalex.org/W2532710045","https://openalex.org/W2613184245","https://openalex.org/W2613718673","https://openalex.org/W2751646824","https://openalex.org/W2781991001","https://openalex.org/W2800816754","https://openalex.org/W2895416680","https://openalex.org/W2995679912","https://openalex.org/W3033835801","https://openalex.org/W3043995050","https://openalex.org/W3110028641","https://openalex.org/W3129965374","https://openalex.org/W3131599426","https://openalex.org/W4210598935","https://openalex.org/W4385482824","https://openalex.org/W6803003410"],"related_works":["https://openalex.org/W2387055199","https://openalex.org/W2313061941","https://openalex.org/W2588661485","https://openalex.org/W1953485902","https://openalex.org/W2052546562","https://openalex.org/W2605640648","https://openalex.org/W3175896399","https://openalex.org/W4298119411","https://openalex.org/W4250745116","https://openalex.org/W2366906938"],"abstract_inverted_index":{"The":[0],"application":[1,34],"of":[2,33,67,78,92,125],"deep":[3],"learning":[4],"to":[5,64,127],"image":[6,68],"and":[7,22,51,84,108,137],"video":[8],"processing":[9],"has":[10,140],"become":[11],"increasingly":[12],"popular":[13],"nowadays.":[14],"Employing":[15],"well-known":[16],"pre-trained":[17],"neural":[18,46],"networks":[19],"for":[20],"detecting":[21],"classifying":[23],"objects":[24,126],"in":[25,29,89],"images":[26,59,88],"is":[27,120,130],"beneficial":[28],"a":[30,131,141],"wide":[31],"range":[32],"fields.":[35],"However,":[36],"diverse":[37],"impediments":[38],"may":[39,55],"degrade":[40],"the":[41,65,76,79,90,109,123],"performance":[42,91],"achieved":[43],"by":[44],"those":[45],"networks.":[47],"Particularly,":[48],"Gaussian":[49],"noise":[50,62,82,136],"brightness,":[52],"among":[53],"others,":[54],"be":[56,128],"presented":[57],"on":[58,87,144],"as":[60,98],"sensor":[61],"due":[63],"limitations":[66],"acquisition":[69],"devices.":[70],"In":[71],"this":[72],"work,":[73],"we":[74],"study":[75],"effect":[77],"most":[80],"representative":[81],"types":[83],"brightness":[85,138],"alterations":[86],"several":[93],"state-of-the-art":[94],"object":[95],"detectors,":[96],"such":[97],"YOLO":[99],"or":[100],"Faster-RCNN.":[101],"Different":[102],"experiments":[103],"have":[104],"been":[105],"carried":[106],"out":[107],"results":[110],"demonstrate":[111],"how":[112],"these":[113],"adversities":[114],"deteriorate":[115],"their":[116,145],"performance.":[117,146],"Moreover,":[118],"it":[119],"found":[121],"that":[122],"size":[124],"detected":[129],"factor":[132],"that,":[133],"together":[134],"with":[135],"factors,":[139],"considerable":[142],"impact":[143]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":4}],"updated_date":"2026-07-25T15:57:00.446498","created_date":"2025-10-10T00:00:00"}
