{"id":"https://openalex.org/W4401326107","doi":"https://doi.org/10.3390/s24155019","title":"Fast, Zero-Reference Low-Light Image Enhancement with Camera Response Model","display_name":"Fast, Zero-Reference Low-Light Image Enhancement with Camera Response Model","publication_year":2024,"publication_date":"2024-08-02","ids":{"openalex":"https://openalex.org/W4401326107","doi":"https://doi.org/10.3390/s24155019","pmid":"https://pubmed.ncbi.nlm.nih.gov/39124066"},"language":"en","primary_location":{"id":"doi:10.3390/s24155019","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24155019","pdf_url":"https://www.mdpi.com/1424-8220/24/15/5019/pdf?version=1722927712","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/1424-8220/24/15/5019/pdf?version=1722927712","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100333249","display_name":"Xiaofeng Wang","orcid":"https://orcid.org/0000-0002-7540-6596"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210088164","display_name":"Changchun Institute of Optics, Fine Mechanics and Physics","ror":"https://ror.org/012rct222","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofeng Wang","raw_affiliation_strings":["Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China","University of Chinese Academy of Sciences, Beijing 100049, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101440599","display_name":"Liang Huang","orcid":"https://orcid.org/0009-0007-5846-849X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210088164","display_name":"Changchun Institute of Optics, Fine Mechanics and Physics","ror":"https://ror.org/012rct222","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Huang","raw_affiliation_strings":["Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100365307","display_name":"Mingxuan Li","orcid":"https://orcid.org/0009-0008-1235-147X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210088164","display_name":"Changchun Institute of Optics, Fine Mechanics and Physics","ror":"https://ror.org/012rct222","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingxuan Li","raw_affiliation_strings":["Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043234553","display_name":"Chengshan Han","orcid":"https://orcid.org/0000-0002-4957-2267"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210088164","display_name":"Changchun Institute of Optics, Fine Mechanics and Physics","ror":"https://ror.org/012rct222","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengshan Han","raw_affiliation_strings":["Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058509635","display_name":"Xin Liu","orcid":"https://orcid.org/0000-0002-2242-6139"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210088164","display_name":"Changchun Institute of Optics, Fine Mechanics and Physics","ror":"https://ror.org/012rct222","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Liu","raw_affiliation_strings":["Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027905223","display_name":"Ting Nie","orcid":"https://orcid.org/0000-0002-0676-3506"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210088164","display_name":"Changchun Institute of Optics, Fine Mechanics and Physics","ror":"https://ror.org/012rct222","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ting Nie","raw_affiliation_strings":["Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5027905223"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210088164"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":0.6579,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.65824144,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"24","issue":"15","first_page":"5019","last_page":"5019"},"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9986000061035156,"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":0.9979000091552734,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/brightness","display_name":"Brightness","score":0.833807110786438},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7198975086212158},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6667460203170776},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.6468237042427063},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6366262435913086},{"id":"https://openalex.org/keywords/smoothness","display_name":"Smoothness","score":0.5502864122390747},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5147174000740051},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4888245463371277},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.45953962206840515},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.4161989092826843},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.2542457580566406},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.22430971264839172},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19128888845443726},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1452094316482544}],"concepts":[{"id":"https://openalex.org/C125245961","wikidata":"https://www.wikidata.org/wiki/Q221656","display_name":"Brightness","level":2,"score":0.833807110786438},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7198975086212158},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6667460203170776},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.6468237042427063},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6366262435913086},{"id":"https://openalex.org/C102634674","wikidata":"https://www.wikidata.org/wiki/Q868473","display_name":"Smoothness","level":2,"score":0.5502864122390747},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5147174000740051},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4888245463371277},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.45953962206840515},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.4161989092826843},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2542457580566406},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.22430971264839172},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19128888845443726},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1452094316482544},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/s24155019","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24155019","pdf_url":"https://www.mdpi.com/1424-8220/24/15/5019/pdf?version=1722927712","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:39124066","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39124066","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:11314879","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11314879","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11314879/pdf/sensors-24-05019.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:02101901a7d14ca5a460a632b1c97040","is_oa":true,"landing_page_url":"https://doaj.org/article/02101901a7d14ca5a460a632b1c97040","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 15, p 5019 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s24155019","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24155019","pdf_url":"https://www.mdpi.com/1424-8220/24/15/5019/pdf?version=1722927712","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/G448213963","display_name":null,"funder_award_id":"62105328","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/W4401326107.pdf","grobid_xml":"https://content.openalex.org/works/W4401326107.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W1580436348","https://openalex.org/W1982471090","https://openalex.org/W1992622893","https://openalex.org/W2059971553","https://openalex.org/W2063784584","https://openalex.org/W2102166818","https://openalex.org/W2104745266","https://openalex.org/W2112515787","https://openalex.org/W2118002060","https://openalex.org/W2133665775","https://openalex.org/W2145023731","https://openalex.org/W2146439264","https://openalex.org/W2150461190","https://openalex.org/W2254039850","https://openalex.org/W2566376500","https://openalex.org/W2618011341","https://openalex.org/W2764975447","https://openalex.org/W2766497195","https://openalex.org/W2783573276","https://openalex.org/W2791710889","https://openalex.org/W2799396445","https://openalex.org/W2890538051","https://openalex.org/W2962766044","https://openalex.org/W2963566548","https://openalex.org/W3003838261","https://openalex.org/W3013338555","https://openalex.org/W3015044426","https://openalex.org/W3035731588","https://openalex.org/W3041637369","https://openalex.org/W3044461085","https://openalex.org/W3117326213","https://openalex.org/W3121661546","https://openalex.org/W3122099796","https://openalex.org/W3125869362","https://openalex.org/W3134649899","https://openalex.org/W3168898826","https://openalex.org/W3182700213","https://openalex.org/W3203313153","https://openalex.org/W3217009747","https://openalex.org/W4312249431","https://openalex.org/W4312725970","https://openalex.org/W4377137239","https://openalex.org/W4385062433","https://openalex.org/W4385066178","https://openalex.org/W4385488592","https://openalex.org/W4386051118","https://openalex.org/W4391650992","https://openalex.org/W6648682854"],"related_works":["https://openalex.org/W2387055199","https://openalex.org/W2393022482","https://openalex.org/W2313061941","https://openalex.org/W2377346130","https://openalex.org/W2361092061","https://openalex.org/W2588661485","https://openalex.org/W1953485902","https://openalex.org/W2319775965","https://openalex.org/W2357314690","https://openalex.org/W2191886813"],"abstract_inverted_index":{"Low-light":[0],"images":[1],"are":[2,40,132],"prevalent":[3],"in":[4,149],"intelligent":[5],"monitoring":[6],"and":[7,127,159,176,190],"many":[8,37],"other":[9],"applications,":[10],"with":[11,71],"low":[12],"brightness":[13,108,125],"hindering":[14],"further":[15,144],"processing.":[16],"Although":[17],"low-light":[18,65,116],"image":[19,117],"enhancement":[20,62,156],"can":[21,143,160],"reduce":[22],"the":[23,79,84,92,104,115,135,140,150,165,177],"influence":[24],"of":[25,106,167],"such":[26],"problems,":[27],"current":[28],"methods":[29],"often":[30],"involve":[31],"a":[32,49,55,72,95,107,123],"complex":[33],"network":[34,70],"structure":[35,74],"or":[36],"iterations,":[38],"which":[39,87],"not":[41],"conducive":[42],"to":[43,59,77,118,152],"their":[44],"efficiency.":[45],"This":[46],"paper":[47],"proposes":[48],"Zero-Reference":[50],"Camera":[51],"Response":[52],"Network":[53],"using":[54],"camera":[56,96],"response":[57,97],"model":[58],"achieve":[60],"efficient":[61],"for":[63,111,137],"arbitrary":[64],"images.":[66],"A":[67],"double-layer":[68],"parameter-generating":[69],"streamlined":[73],"is":[75,88,101,157],"established":[76],"extract":[78],"exposure":[80],"ratio":[81],"K":[82,100],"from":[83,139],"radiation":[85],"map,":[86],"obtained":[89],"by":[90],"inverting":[91],"input":[93],"through":[94],"function.":[98],"Then,":[99],"used":[102],"as":[103],"parameter":[105],"transformation":[109,113],"function":[110],"one":[112],"on":[114,172],"realize":[119],"enhancement.":[120],"In":[121],"addition,":[122],"contrast-preserving":[124],"loss":[126,131],"an":[128],"edge-preserving":[129],"smoothness":[130],"designed":[133],"without":[134],"requirement":[136],"references":[138],"dataset.":[141],"Both":[142],"retain":[145],"some":[146],"key":[147],"information":[148],"inputs":[151],"improve":[153],"precision.":[154],"The":[155],"simplified":[158],"reach":[161],"more":[162],"than":[163],"twice":[164],"speed":[166],"similar":[168],"methods.":[169],"Extensive":[170],"experiments":[171],"several":[173],"LLIE":[174],"datasets":[175],"DARK":[178],"FACE":[179],"face":[180],"detection":[181],"dataset":[182],"fully":[183],"demonstrate":[184],"our":[185],"method's":[186],"advantages,":[187],"both":[188],"subjectively":[189],"objectively.":[191]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
