{"id":"https://openalex.org/W2897069152","doi":"https://doi.org/10.3390/s18103583","title":"A Low-Light Sensor Image Enhancement Algorithm Based on HSI Color Model","display_name":"A Low-Light Sensor Image Enhancement Algorithm Based on HSI Color Model","publication_year":2018,"publication_date":"2018-10-22","ids":{"openalex":"https://openalex.org/W2897069152","doi":"https://doi.org/10.3390/s18103583","mag":"2897069152","pmid":"https://pubmed.ncbi.nlm.nih.gov/30360433"},"language":"en","primary_location":{"id":"doi:10.3390/s18103583","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18103583","pdf_url":"https://www.mdpi.com/1424-8220/18/10/3583/pdf?version=1540214895","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/1424-8220/18/10/3583/pdf?version=1540214895","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102840909","display_name":"Shiping Ma","orcid":"https://orcid.org/0009-0001-3136-2296"},"institutions":[{"id":"https://openalex.org/I4210104252","display_name":"Air Force Engineering University","ror":"https://ror.org/00seraz22","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiping Ma","raw_affiliation_strings":["Aeronautics Engineering College, Air Force Engineering University, Xi\u2019an 710038, China","Aeronautics Engineering College, Air Force Engineering University, Xi'an 710038, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aeronautics Engineering College, Air Force Engineering University, Xi\u2019an 710038, China","institution_ids":["https://openalex.org/I4210104252"]},{"raw_affiliation_string":"Aeronautics Engineering College, Air Force Engineering University, Xi'an 710038, China","institution_ids":["https://openalex.org/I4210104252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114044646","display_name":"Hongqiang Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I4210104252","display_name":"Air Force Engineering University","ror":"https://ror.org/00seraz22","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104252"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongqiang Ma","raw_affiliation_strings":["Aeronautics Engineering College, Air Force Engineering University, Xi\u2019an 710038, China","Aeronautics Engineering College, Air Force Engineering University, Xi'an 710038, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aeronautics Engineering College, Air Force Engineering University, Xi\u2019an 710038, China","institution_ids":["https://openalex.org/I4210104252"]},{"raw_affiliation_string":"Aeronautics Engineering College, Air Force Engineering University, Xi'an 710038, China","institution_ids":["https://openalex.org/I4210104252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023447719","display_name":"Yuelei Xu","orcid":"https://orcid.org/0000-0002-9868-7693"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]},{"id":"https://openalex.org/I4210104252","display_name":"Air Force Engineering University","ror":"https://ror.org/00seraz22","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuelei Xu","raw_affiliation_strings":["Aeronautics Engineering College, Air Force Engineering University, Xi\u2019an 710038, China","Unmanned System Research Institute, Northwestern Polytechnical University, Xi\u2019an 710072, China","Unmanned System Research Institute, Northwestern Polytechnical University, Xi'an 710072, China","Aeronautics Engineering College, Air Force Engineering University, Xi'an 710038, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aeronautics Engineering College, Air Force Engineering University, Xi\u2019an 710038, China","institution_ids":["https://openalex.org/I4210104252"]},{"raw_affiliation_string":"Unmanned System Research Institute, Northwestern Polytechnical University, Xi\u2019an 710072, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Unmanned System Research Institute, Northwestern Polytechnical University, Xi'an 710072, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Aeronautics Engineering College, Air Force Engineering University, Xi'an 710038, China","institution_ids":["https://openalex.org/I4210104252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100424105","display_name":"Shuai Li","orcid":"https://orcid.org/0000-0002-7562-9220"},"institutions":[{"id":"https://openalex.org/I4210104252","display_name":"Air Force Engineering University","ror":"https://ror.org/00seraz22","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuai Li","raw_affiliation_strings":["Aeronautics Engineering College, Air Force Engineering University, Xi\u2019an 710038, China","Aeronautics Engineering College, Air Force Engineering University, Xi'an 710038, China"],"raw_orcid":"https://orcid.org/0000-0002-7562-9220","affiliations":[{"raw_affiliation_string":"Aeronautics Engineering College, Air Force Engineering University, Xi\u2019an 710038, China","institution_ids":["https://openalex.org/I4210104252"]},{"raw_affiliation_string":"Aeronautics Engineering College, Air Force Engineering University, Xi'an 710038, China","institution_ids":["https://openalex.org/I4210104252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101442004","display_name":"Chao Lv","orcid":"https://orcid.org/0000-0002-8750-9859"},"institutions":[{"id":"https://openalex.org/I4210104252","display_name":"Air Force Engineering University","ror":"https://ror.org/00seraz22","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Lv","raw_affiliation_strings":["Aeronautics Engineering College, Air Force Engineering University, Xi\u2019an 710038, China","Aeronautics Engineering College, Air Force Engineering University, Xi'an 710038, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aeronautics Engineering College, Air Force Engineering University, Xi\u2019an 710038, China","institution_ids":["https://openalex.org/I4210104252"]},{"raw_affiliation_string":"Aeronautics Engineering College, Air Force Engineering University, Xi'an 710038, China","institution_ids":["https://openalex.org/I4210104252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101584126","display_name":"Mingming Zhu","orcid":"https://orcid.org/0000-0002-2526-3531"},"institutions":[{"id":"https://openalex.org/I4210104252","display_name":"Air Force Engineering University","ror":"https://ror.org/00seraz22","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingming Zhu","raw_affiliation_strings":["Aeronautics Engineering College, Air Force Engineering University, Xi\u2019an 710038, China","Aeronautics Engineering College, Air Force Engineering University, Xi'an 710038, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aeronautics Engineering College, Air Force Engineering University, Xi\u2019an 710038, China","institution_ids":["https://openalex.org/I4210104252"]},{"raw_affiliation_string":"Aeronautics Engineering College, Air Force Engineering University, Xi'an 710038, China","institution_ids":["https://openalex.org/I4210104252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5114044646"],"corresponding_institution_ids":["https://openalex.org/I4210104252"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":1.9469,"has_fulltext":true,"cited_by_count":36,"citation_normalized_percentile":{"value":0.87567502,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"18","issue":"10","first_page":"3583","last_page":"3583"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":1.0,"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/T11019","display_name":"Image Enhancement Techniques","score":1.0,"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":0.9980000257492065,"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":0.8089386820793152},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.7572793960571289},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7071325778961182},{"id":"https://openalex.org/keywords/brightness","display_name":"Brightness","score":0.6948056221008301},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6507300138473511},{"id":"https://openalex.org/keywords/color-space","display_name":"Color space","score":0.6100696921348572},{"id":"https://openalex.org/keywords/rgb-color-space","display_name":"RGB color space","score":0.5547406673431396},{"id":"https://openalex.org/keywords/color-constancy","display_name":"Color constancy","score":0.5538581013679504},{"id":"https://openalex.org/keywords/color-image","display_name":"Color image","score":0.5427906513214111},{"id":"https://openalex.org/keywords/color-balance","display_name":"Color balance","score":0.5035132765769958},{"id":"https://openalex.org/keywords/gamma-correction","display_name":"Gamma correction","score":0.4111769199371338},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.35063785314559937},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.29003775119781494},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.09376320242881775}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8089386820793152},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.7572793960571289},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7071325778961182},{"id":"https://openalex.org/C125245961","wikidata":"https://www.wikidata.org/wiki/Q221656","display_name":"Brightness","level":2,"score":0.6948056221008301},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6507300138473511},{"id":"https://openalex.org/C2961294","wikidata":"https://www.wikidata.org/wiki/Q166863","display_name":"Color space","level":3,"score":0.6100696921348572},{"id":"https://openalex.org/C84216515","wikidata":"https://www.wikidata.org/wiki/Q375677","display_name":"RGB color space","level":5,"score":0.5547406673431396},{"id":"https://openalex.org/C187888035","wikidata":"https://www.wikidata.org/wiki/Q2563885","display_name":"Color constancy","level":3,"score":0.5538581013679504},{"id":"https://openalex.org/C142616399","wikidata":"https://www.wikidata.org/wiki/Q5148604","display_name":"Color image","level":4,"score":0.5427906513214111},{"id":"https://openalex.org/C159784718","wikidata":"https://www.wikidata.org/wiki/Q182571","display_name":"Color balance","level":5,"score":0.5035132765769958},{"id":"https://openalex.org/C17916492","wikidata":"https://www.wikidata.org/wiki/Q1144257","display_name":"Gamma correction","level":3,"score":0.4111769199371338},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.35063785314559937},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.29003775119781494},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.09376320242881775},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/s18103583","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18103583","pdf_url":"https://www.mdpi.com/1424-8220/18/10/3583/pdf?version=1540214895","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:30360433","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30360433","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:fb61ca8533fb4521a44d242e3b552230","is_oa":true,"landing_page_url":"https://doaj.org/article/fb61ca8533fb4521a44d242e3b552230","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 10, p 3583 (2018)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:5161624","is_oa":true,"landing_page_url":"http://europepmc.org/pmc/articles/PMC6209959","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:mdpi.com:/1424-8220/18/10/3583/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s18103583","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"},{"id":"pmh:oai:pubmedcentral.nih.gov:6209959","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6209959","pdf_url":null,"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"}],"best_oa_location":{"id":"doi:10.3390/s18103583","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18103583","pdf_url":"https://www.mdpi.com/1424-8220/18/10/3583/pdf?version=1540214895","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":[],"awards":[{"id":"https://openalex.org/G7548693408","display_name":null,"funder_award_id":"61701524","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2897069152.pdf","grobid_xml":"https://content.openalex.org/works/W2897069152.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1677182931","https://openalex.org/W1836465849","https://openalex.org/W1885185971","https://openalex.org/W1963882359","https://openalex.org/W1986086122","https://openalex.org/W2011900468","https://openalex.org/W2054814429","https://openalex.org/W2058333183","https://openalex.org/W2063784584","https://openalex.org/W2070937127","https://openalex.org/W2076205488","https://openalex.org/W2146439264","https://openalex.org/W2150721269","https://openalex.org/W2152433379","https://openalex.org/W2161907179","https://openalex.org/W2163605009","https://openalex.org/W2211629196","https://openalex.org/W2254039850","https://openalex.org/W2296030939","https://openalex.org/W2468596194","https://openalex.org/W2566376500","https://openalex.org/W2596058005","https://openalex.org/W2607333215","https://openalex.org/W2613718673","https://openalex.org/W2737109121","https://openalex.org/W2740982616","https://openalex.org/W2748806792","https://openalex.org/W2767030724","https://openalex.org/W2767356570","https://openalex.org/W2769923932","https://openalex.org/W2781677772","https://openalex.org/W2787316779","https://openalex.org/W2793476229","https://openalex.org/W2963446712","https://openalex.org/W6638667902","https://openalex.org/W6682889407"],"related_works":["https://openalex.org/W2916810246","https://openalex.org/W3198104320","https://openalex.org/W2007198935","https://openalex.org/W2407615025","https://openalex.org/W2379222351","https://openalex.org/W2025468208","https://openalex.org/W1898114760","https://openalex.org/W2221219752","https://openalex.org/W4382246118","https://openalex.org/W1980709034"],"abstract_inverted_index":{"Images":[0],"captured":[1],"by":[2],"sensors":[3],"in":[4,31,146],"unpleasant":[5],"environment":[6],"like":[7],"low":[8,16,18,21],"illumination":[9],"condition":[10],"are":[11],"usually":[12],"degraded,":[13],"which":[14],"means":[15],"visibility,":[17],"brightness,":[19],"and":[20,91,136,144],"contrast.":[22],"In":[23],"order":[24],"to":[25,60,76,86,101,117],"improve":[26],"this":[27,32],"kind":[28],"of":[29,64,160],"images,":[30],"paper,":[33],"a":[34,51],"low-light":[35,70],"sensor":[36,161],"image":[37,71,134],"enhancement":[38],"algorithm":[39,129],"based":[40,55],"on":[41,56],"HSI":[42,77],"color":[43,78,142],"model":[44,59],"is":[45,72,84,99],"proposed.":[46],"At":[47,107],"first,":[48],"we":[49,110],"propose":[50],"dataset":[52],"generation":[53],"method":[54,83],"the":[57,62,68,88,92,103,108,113,119,127,133,158],"Retinex":[58],"overcome":[61],"shortage":[63],"sample":[65],"data.":[66],"Then,":[67],"original":[69,114],"transformed":[73],"from":[74],"RGB":[75,115],"space.":[79],"The":[80],"segmentation":[81],"exponential":[82],"used":[85],"process":[87],"saturation":[89],"(S)":[90],"specially":[93],"designed":[94],"Deep":[95],"Convolutional":[96],"Neural":[97],"Network":[98],"applied":[100],"enhance":[102],"intensity":[104],"component":[105],"(I).":[106],"end,":[109],"back":[111],"into":[112],"space":[116],"get":[118],"final":[120],"improved":[121],"image.":[122],"Experimental":[123],"results":[124],"show":[125],"that":[126],"proposed":[128],"not":[130],"only":[131],"enhances":[132],"brightness":[135],"contrast":[137],"significantly,":[138],"but":[139],"also":[140],"avoids":[141],"distortion":[143],"over-enhancement":[145],"comparison":[147],"with":[148],"some":[149],"other":[150],"state-of-the-art":[151],"research":[152],"papers.":[153],"So,":[154],"it":[155],"effectively":[156],"improves":[157],"quality":[159],"images.":[162]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":5}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}