{"id":"https://openalex.org/W4404563155","doi":"https://doi.org/10.1109/access.2024.3502654","title":"Unsupervised Boosted Fusion Network for Single Low-Light Image Enhancement","display_name":"Unsupervised Boosted Fusion Network for Single Low-Light Image Enhancement","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4404563155","doi":"https://doi.org/10.1109/access.2024.3502654"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3502654","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3502654","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3502654","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Jianfeng Zhang","orcid":"https://orcid.org/0009-0007-1408-4064"},"institutions":[{"id":"https://openalex.org/I4210146584","display_name":"Henan Forestry Vocational College","ror":"https://ror.org/050g87e49","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210146584"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianfeng Zhang","raw_affiliation_strings":["College of Information Engineering, Henan Vocational College of Agriculture, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Henan Vocational College of Agriculture, Zhengzhou, China","institution_ids":["https://openalex.org/I4210146584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081250869","display_name":"Hengxuan Li","orcid":null},"institutions":[{"id":"https://openalex.org/I4210163873","display_name":"Zhengzhou University of Industrial Technology","ror":"https://ror.org/05es8as59","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163873"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hengxuan Li","raw_affiliation_strings":["Electronic Control Department, Zhengzhou Hengda Intelligent Control Technology Company Ltd., Zhengzhou, China","Electronic Control Department, Zhengzhou Hengda Intelligent Control Technology Co., Ltd, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"Electronic Control Department, Zhengzhou Hengda Intelligent Control Technology Company Ltd., Zhengzhou, China","institution_ids":["https://openalex.org/I4210163873"]},{"raw_affiliation_string":"Electronic Control Department, Zhengzhou Hengda Intelligent Control Technology Co., Ltd, Zhengzhou, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017764646","display_name":"Zhanqiang Huo","orcid":"https://orcid.org/0000-0001-9243-5009"},"institutions":[{"id":"https://openalex.org/I4210166499","display_name":"Henan Polytechnic University","ror":"https://ror.org/05vr1c885","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210166499"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhanqiang Huo","raw_affiliation_strings":["School of Software, Henan Polytechnic University, Jiaozuo, China"],"affiliations":[{"raw_affiliation_string":"School of Software, Henan Polytechnic University, Jiaozuo, China","institution_ids":["https://openalex.org/I4210166499"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210146584"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.6293,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.74330014,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"12","issue":null,"first_page":"179252","last_page":"179264"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9990000128746033,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9976999759674072,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9847999811172485,"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/computer-science","display_name":"Computer science","score":0.6237795352935791},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5929725170135498},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5637931227684021},{"id":"https://openalex.org/keywords/image-enhancement","display_name":"Image enhancement","score":0.5290141105651855},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40782803297042847},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.38076165318489075},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.36007821559906006}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6237795352935791},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5929725170135498},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5637931227684021},{"id":"https://openalex.org/C3017601658","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image enhancement","level":3,"score":0.5290141105651855},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40782803297042847},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.38076165318489075},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.36007821559906006},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3502654","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3502654","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8ead61e711464d8c8757b2223ebbaa6c","is_oa":true,"landing_page_url":"https://doaj.org/article/8ead61e711464d8c8757b2223ebbaa6c","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 179252-179264 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3502654","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3502654","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8685008926","display_name":null,"funder_award_id":"HNACKT-2021-01","funder_id":"https://openalex.org/F4320329659","funder_display_name":"Thailand Science Research and Innovation"}],"funders":[{"id":"https://openalex.org/F4320329659","display_name":"Thailand Science Research and Innovation","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1987444808","https://openalex.org/W2001412060","https://openalex.org/W2054814429","https://openalex.org/W2061501622","https://openalex.org/W2097073572","https://openalex.org/W2108598243","https://openalex.org/W2116899452","https://openalex.org/W2127757833","https://openalex.org/W2128926607","https://openalex.org/W2133665775","https://openalex.org/W2194775991","https://openalex.org/W2254039850","https://openalex.org/W2566376500","https://openalex.org/W2754213847","https://openalex.org/W2791710889","https://openalex.org/W2798987894","https://openalex.org/W2902857081","https://openalex.org/W2963446712","https://openalex.org/W2963530785","https://openalex.org/W2981340568","https://openalex.org/W2981718299","https://openalex.org/W3034895805","https://openalex.org/W3046194589","https://openalex.org/W3119456559","https://openalex.org/W3119525307","https://openalex.org/W3121661546","https://openalex.org/W3134649899","https://openalex.org/W3178192988","https://openalex.org/W3199044200","https://openalex.org/W4214525587","https://openalex.org/W4377715550","https://openalex.org/W4383904755","https://openalex.org/W4388936705","https://openalex.org/W4399146436","https://openalex.org/W4399601404","https://openalex.org/W6631190155","https://openalex.org/W6754146604","https://openalex.org/W6755037456","https://openalex.org/W6761264711","https://openalex.org/W6774322041","https://openalex.org/W6810800124"],"related_works":["https://openalex.org/W2099421762","https://openalex.org/W2530546662","https://openalex.org/W2967030268","https://openalex.org/W2185253430","https://openalex.org/W4210345652","https://openalex.org/W1984333081","https://openalex.org/W2949816130","https://openalex.org/W2138806349","https://openalex.org/W4362679294","https://openalex.org/W4375869153"],"abstract_inverted_index":{"Unsupervised":[0],"methods":[1,32],"are":[2],"gradually":[3],"becoming":[4],"a":[5,131],"research":[6],"hotspot":[7],"in":[8,91,111,126,176],"low-light":[9,29,55,75,168,184],"image":[10,30,56,76,118,169,185],"enhancement":[11,24,31,170,174,186],"due":[12],"to":[13,104,181],"their":[14],"lack":[15],"of":[16],"paired":[17],"training":[18],"data":[19],"and":[20,36,68,86,99,120,149,155],"higher":[21],"quality":[22],"visual":[23,153],"effects,":[25],"but":[26],"existing":[27],"unsupervised":[28,49,167],"generate":[33,62],"excess":[34],"noise":[35,144],"rely":[37],"on":[38,136],"contrast":[39,119],"exposure":[40],"stacks.":[41],"To":[42],"address":[43],"this":[44],"issue,":[45],"we":[46,61,96],"propose":[47],"an":[48],"boosted":[50],"fusion":[51,102],"network":[52,134],"for":[53,140],"single":[54],"enhancement.":[57],"In":[58],"the":[59,73,92,107,117,127,142,164,173,182],"network,":[60],"four":[63,108],"images":[64,109],"with":[65],"different":[66],"illuminations":[67],"texture":[69,150],"detail":[70],"information":[71],"from":[72],"input":[74],"by":[77],"applying":[78],"inverting,":[79],"fixed-value":[80],"gamma":[81,84],"correction,":[82,85],"adaptive":[83,88],"color-preserving":[87],"histogram":[89],"equalization":[90],"preprocessing":[93],"stage.":[94],"Then,":[95],"introduce":[97],"DenseNet":[98],"design":[100],"dedicated":[101],"weights":[103],"progressively":[105],"fuse":[106],"generated":[110],"previous":[112],"stage,":[113],"which":[114],"can":[115],"boost":[116],"brightness":[121],"while":[122,145],"suppressing":[123,141],"overexposure":[124],"phenomena":[125],"bright":[128],"regions.":[129],"Finally,":[130],"self-supervised":[132],"denoising":[133],"based":[135],"UNet++":[137],"is":[138,179,191],"designed":[139],"amplified":[143],"maintaining":[146],"brightness,":[147],"contrast,":[148],"details.":[151],"The":[152,188],"evaluation":[154],"quantitative":[156],"experiments":[157],"demonstrate":[158],"that":[159],"our":[160],"proposed":[161],"method":[162],"outperforms":[163],"current":[165],"state-of-the-art":[166],"methods.":[171],"Especially,":[172],"effect":[175],"some":[177],"scenes":[178],"superior":[180],"supervised":[183],"networks.":[187],"UBF-Net":[189],"code":[190],"available":[192],"at.<uri":[193],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[194],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/huozhanqiang/UBF-Net</uri>.":[195]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
