{"id":"https://openalex.org/W4285787241","doi":"https://doi.org/10.1145/3503161.3547952","title":"Enhancement by Your Aesthetic: An Intelligible Unsupervised Personalized Enhancer for Low-Light Images","display_name":"Enhancement by Your Aesthetic: An Intelligible Unsupervised Personalized Enhancer for Low-Light Images","publication_year":2022,"publication_date":"2022-10-10","ids":{"openalex":"https://openalex.org/W4285787241","doi":"https://doi.org/10.1145/3503161.3547952"},"language":"en","primary_location":{"id":"doi:10.1145/3503161.3547952","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3503161.3547952","pdf_url":null,"source":{"id":"https://openalex.org/S4363608757","display_name":"Proceedings of the 30th ACM International Conference on Multimedia","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM International Conference on Multimedia","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2207.07317","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090160917","display_name":"Naishan Zheng","orcid":"https://orcid.org/0000-0002-7451-8780"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Naishan Zheng","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033737940","display_name":"Jie Huang","orcid":"https://orcid.org/0000-0002-3518-3404"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Huang","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101652370","display_name":"Qi Zhu","orcid":"https://orcid.org/0000-0001-5497-9478"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Zhu","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101823681","display_name":"Man Zhou","orcid":"https://orcid.org/0000-0003-2872-605X"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Man Zhou","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100401202","display_name":"Feng Zhao","orcid":"https://orcid.org/0000-0001-6767-8105"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Zhao","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003217535","display_name":"Zheng-Jun Zha","orcid":"https://orcid.org/0000-0003-2510-8993"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng-Jun Zha","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5090160917"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":0.7179,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.79233499,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"6521","last_page":"6529"},"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/T11666","display_name":"Color Science and Applications","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.996399998664856,"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/enhancer","display_name":"Enhancer","score":0.6876479983329773},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6023028492927551},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4552338421344757},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3662702441215515},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11847129464149475},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.07135891914367676}],"concepts":[{"id":"https://openalex.org/C111936080","wikidata":"https://www.wikidata.org/wiki/Q913367","display_name":"Enhancer","level":4,"score":0.6876479983329773},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6023028492927551},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4552338421344757},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3662702441215515},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11847129464149475},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.07135891914367676},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3503161.3547952","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3503161.3547952","pdf_url":null,"source":{"id":"https://openalex.org/S4363608757","display_name":"Proceedings of the 30th ACM International Conference on Multimedia","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM International Conference on Multimedia","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2207.07317","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2207.07317","pdf_url":"https://arxiv.org/pdf/2207.07317","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2207.07317","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2207.07317","pdf_url":"https://arxiv.org/pdf/2207.07317","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2076205488","https://openalex.org/W2108598243","https://openalex.org/W2116899452","https://openalex.org/W2254039850","https://openalex.org/W2468596194","https://openalex.org/W2475287302","https://openalex.org/W2566376500","https://openalex.org/W2603777577","https://openalex.org/W2766802800","https://openalex.org/W2780108394","https://openalex.org/W2791710889","https://openalex.org/W2793146153","https://openalex.org/W2939502864","https://openalex.org/W2962766044","https://openalex.org/W2963566548","https://openalex.org/W2963766909","https://openalex.org/W2963814095","https://openalex.org/W2981340568","https://openalex.org/W2981718299","https://openalex.org/W2981847167","https://openalex.org/W2990180844","https://openalex.org/W2996039692","https://openalex.org/W3034608283","https://openalex.org/W3034895805","https://openalex.org/W3035731588","https://openalex.org/W3083040138","https://openalex.org/W3089217465","https://openalex.org/W3093019501","https://openalex.org/W3093427603","https://openalex.org/W3107113662","https://openalex.org/W3154123740","https://openalex.org/W3174792937","https://openalex.org/W3204598753","https://openalex.org/W3204731714","https://openalex.org/W3206516528","https://openalex.org/W3210551775","https://openalex.org/W4230472795","https://openalex.org/W4248927948","https://openalex.org/W4288359455","https://openalex.org/W4310138363","https://openalex.org/W4311398044","https://openalex.org/W4312798861"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398","https://openalex.org/W2775347418"],"abstract_inverted_index":{"Low-light":[0],"image":[1],"enhancement":[2,20,27,106],"is":[3,36,81],"an":[4,47,104],"inherently":[5],"subjective":[6],"process":[7,28,107],"whose":[8],"targets":[9],"vary":[10],"with":[11,68,83,108,137],"the":[12,26,58,61,64,84,90,109,116],"user's":[13],"aesthetic.":[14],"Motivated":[15],"by":[16,135],"this,":[17],"several":[18],"personalized":[19,50],"methods":[21],"have":[22],"been":[23],"investigated.":[24],"However,":[25],"based":[29],"on":[30],"user":[31],"preferences":[32],"in":[33],"these":[34,87],"techniques":[35],"invisible,":[37],"i.e.,":[38],"a":[39,97],"\"black":[40,98],"box\".":[41],"In":[42],"this":[43],"work,":[44],"we":[45],"propose":[46],"intelligible":[48,105],"unsupervised":[49,92],"enhancer":[51],"(iUP-Enhancer)":[52],"for":[53],"low-light":[54,62],"images,":[55],"which":[56],"establishes":[57],"correlations":[59,88],"between":[60],"and":[63,76,89,122,129],"unpaired":[65],"reference":[66],"images":[67],"regard":[69],"to":[70],"three":[71],"user-friendly":[72],"attributions":[73],"(brightness,":[74],"chromaticity,":[75],"noise).":[77],"The":[78],"proposed":[79,117],"iUP-Enhancer":[80,102],"trained":[82],"guidance":[85],"of":[86],"corresponding":[91],"loss":[93],"functions.":[94],"Rather":[95],"than":[96],"box\"":[99],"process,":[100],"our":[101],"presents":[103],"above":[110],"attributions.":[111],"Extensive":[112],"experiments":[113],"demonstrate":[114],"that":[115],"algorithm":[118],"produces":[119],"competitive":[120],"qualitative":[121],"quantitative":[123],"results":[124],"while":[125],"maintaining":[126],"excellent":[127],"flexibility":[128],"scalability.":[130],"This":[131],"can":[132],"be":[133],"validated":[134],"personalization":[136],"single/multiple":[138],"references,":[139,141],"cross-attribution":[140],"or":[142],"merely":[143],"adjusting":[144],"parameters.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}