{"id":"https://openalex.org/W4401506925","doi":"https://doi.org/10.1109/tcsvt.2024.3441713","title":"Image Intrinsic Components Guided Conditional Diffusion Model for Low-Light Image Enhancement","display_name":"Image Intrinsic Components Guided Conditional Diffusion Model for Low-Light Image Enhancement","publication_year":2024,"publication_date":"2024-08-12","ids":{"openalex":"https://openalex.org/W4401506925","doi":"https://doi.org/10.1109/tcsvt.2024.3441713"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2024.3441713","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3441713","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113705612","display_name":"Sicong Kang","orcid":null},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sicong Kang","raw_affiliation_strings":["College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China","College of Electronics and Information Engineering, Shenzhen University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College of Electronics and Information Engineering, Shenzhen University, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039460216","display_name":"Shuaibo Gao","orcid":"https://orcid.org/0000-0002-9270-1423"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuaibo Gao","raw_affiliation_strings":["College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China","College of Electronics and Information Engineering, Shenzhen University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College of Electronics and Information Engineering, Shenzhen University, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081114494","display_name":"Wenhui Wu","orcid":"https://orcid.org/0000-0002-0416-7719"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenhui Wu","raw_affiliation_strings":["College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China","College of Electronics and Information Engineering, Shenzhen University, China"],"raw_orcid":"https://orcid.org/0000-0002-0416-7719","affiliations":[{"raw_affiliation_string":"College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College of Electronics and Information Engineering, Shenzhen University, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100407860","display_name":"Xu Wang","orcid":"https://orcid.org/0000-0002-2948-6468"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Wang","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","College of Computer Science and Software Engineering, Shenzhen University, China"],"raw_orcid":"https://orcid.org/0000-0002-2948-6468","affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068468945","display_name":"Shuoyao Wang","orcid":"https://orcid.org/0000-0003-1395-4383"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuoyao Wang","raw_affiliation_strings":["College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China","College of Electronics and Information Engineering, Shenzhen University, China"],"raw_orcid":"https://orcid.org/0000-0003-1395-4383","affiliations":[{"raw_affiliation_string":"College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College of Electronics and Information Engineering, Shenzhen University, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114259459","display_name":"Guoping Qiu","orcid":"https://orcid.org/0000-0002-5877-5648"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoping Qiu","raw_affiliation_strings":["College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China","College of Electronics and Information Engineering, Shenzhen University, China"],"raw_orcid":"https://orcid.org/0000-0002-5877-5648","affiliations":[{"raw_affiliation_string":"College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College of Electronics and Information Engineering, Shenzhen University, China","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I180726961"],"apc_list":null,"apc_paid":null,"fwci":3.6787,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.94361703,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"34","issue":"12","first_page":"13244","last_page":"13256"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9915000200271606,"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":0.9915000200271606,"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":0.968500018119812,"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/image-enhancement","display_name":"Image enhancement","score":0.62872314453125},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5376514196395874},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.48033490777015686},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.46698349714279175},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42862340807914734},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4272557497024536},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41244372725486755},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.20033973455429077}],"concepts":[{"id":"https://openalex.org/C3017601658","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image enhancement","level":3,"score":0.62872314453125},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5376514196395874},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.48033490777015686},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.46698349714279175},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42862340807914734},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4272557497024536},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41244372725486755},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.20033973455429077},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2024.3441713","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3441713","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1651903107","display_name":null,"funder_award_id":"2023B1212060076","funder_id":"https://openalex.org/F4320314147","funder_display_name":"Guangdong Provincial Key Laboratory of Urology"},{"id":"https://openalex.org/G2239077016","display_name":null,"funder_award_id":"62376162","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3918873968","display_name":null,"funder_award_id":"2024A1515010205","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G5281037491","display_name":null,"funder_award_id":"62371310","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7058737390","display_name":null,"funder_award_id":"KJZD20230923114209019","funder_id":"https://openalex.org/F4320329801","funder_display_name":"Shenzhen Research and Development Program"},{"id":"https://openalex.org/G7771545035","display_name":null,"funder_award_id":"2023A1515011236","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320314147","display_name":"Guangdong Provincial Key Laboratory of Urology","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320329801","display_name":"Shenzhen Research and Development Program","ror":null},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2056370875","https://openalex.org/W2076205488","https://openalex.org/W2121900453","https://openalex.org/W2150721269","https://openalex.org/W2566376500","https://openalex.org/W2752782242","https://openalex.org/W2756339420","https://openalex.org/W2783573276","https://openalex.org/W2791710889","https://openalex.org/W2895416001","https://openalex.org/W2962785568","https://openalex.org/W2964013315","https://openalex.org/W2981718299","https://openalex.org/W3015044426","https://openalex.org/W3119456559","https://openalex.org/W3120540810","https://openalex.org/W3121661546","https://openalex.org/W3138516171","https://openalex.org/W3154123740","https://openalex.org/W3155072588","https://openalex.org/W3158717538","https://openalex.org/W3199334903","https://openalex.org/W3214549945","https://openalex.org/W3215386047","https://openalex.org/W4224130636","https://openalex.org/W4289752563","https://openalex.org/W4295129818","https://openalex.org/W4310138363","https://openalex.org/W4312725970","https://openalex.org/W4313059954","https://openalex.org/W4317496742","https://openalex.org/W4317987763","https://openalex.org/W4380905895","https://openalex.org/W4383904755","https://openalex.org/W4385299555","https://openalex.org/W4385768060","https://openalex.org/W4385848801","https://openalex.org/W4386066362","https://openalex.org/W4386066507","https://openalex.org/W4386076200","https://openalex.org/W4386562672","https://openalex.org/W4389347891","https://openalex.org/W4389887658","https://openalex.org/W4390872095","https://openalex.org/W4390872514","https://openalex.org/W4394568497","https://openalex.org/W4402727765","https://openalex.org/W6754146604","https://openalex.org/W6779823529","https://openalex.org/W6783713337","https://openalex.org/W6852369006"],"related_works":["https://openalex.org/W2755342338","https://openalex.org/W2775347418","https://openalex.org/W2779427294","https://openalex.org/W2625805835","https://openalex.org/W2079911747","https://openalex.org/W2949816130","https://openalex.org/W2138806349","https://openalex.org/W4362679294","https://openalex.org/W4375869153","https://openalex.org/W2372267477"],"abstract_inverted_index":{"Through":[0],"formulating":[1],"the":[2,9,23,30,37,72,91,97,109,122,148,153,170,205,214,219],"image":[3,18,92,125],"restoration":[4],"as":[5,47,100],"a":[6,114,133,160,182],"generation":[7,42],"problem,":[8],"conditional":[10,116],"diffusion":[11,32,66,110,117,195],"model":[12,33,67,99,118],"has":[13],"been":[14],"applied":[15],"to":[16,21,169,189],"low-light":[17,48,124],"enhancement":[19],"(LIE)":[20],"restore":[22],"details":[24,85,216],"in":[25,29,80,83],"dark":[26,220],"regions.":[27,221],"However,":[28],"previous":[31,178],"based":[34],"LIE":[35],"methods,":[36,207],"conditions":[38,78,146,158,193],"used":[39],"for":[40,119],"guiding":[41],"are":[43,62,105,224],"degraded":[44,77],"images,":[45],"such":[46],"image,":[49],"signal-to-noise":[50],"ratio":[51],"map":[52],"and":[53,61,86,112,130,144,208],"color":[54],"map,":[55],"which":[56,165],"suffer":[57],"from":[58,96,156],"severe":[59],"degradation":[60],"simply":[63],"fed":[64],"into":[65,108,128,194],"by":[68,132],"rigidly":[69],"concatenating":[70],"with":[71],"noise.":[73],"To":[74],"avoid":[75],"using":[76],"resulting":[79],"sub-optimal":[81],"performance":[82],"recovering":[84],"enhancing":[87],"brightness,":[88],"we":[89,151],"use":[90],"intrinsic":[93],"components":[94,139],"originating":[95],"Retinex":[98,134],"guidance,":[101],"whose":[102],"multi-scale":[103],"features":[104,155],"flexibly":[106],"integrated":[107],"model,":[111],"propose":[113],"novel":[115],"LIE.":[120],"Specifically,":[121],"input":[123],"is":[126,166,187,209],"decomposed":[127],"reflectance":[129],"illumination":[131],"decomposition":[135],"module,":[136,164],"where":[137],"two":[138,157],"contain":[140],"abundant":[141],"physical":[142,171],"property":[143,172],"lighting":[145],"of":[147,173,177,211],"scene.":[149],"Then,":[150],"extract":[152],"latent":[154],"through":[159],"component-dependent":[161],"feature":[162,184],"extraction":[163],"designed":[167],"according":[168],"components.":[174],"Finally,":[175],"instead":[176],"rigid":[179],"concatenation":[180],"manner,":[181],"well-designed":[183],"fusion":[185],"mechanism":[186],"equipped":[188],"adaptively":[190],"embed":[191],"generative":[192],"model.":[196],"Extensive":[197],"experimental":[198],"results":[199],"demonstrate":[200],"that":[201],"our":[202],"method":[203],"outperforms":[204],"state-of-the-art":[206],"capable":[210],"effectively":[212],"restoring":[213],"local":[215],"while":[217],"brightening":[218],"Our":[222],"codes":[223],"available":[225],"at":[226],"<uri":[227],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[228],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/Knossosc/ICCDiff</uri>.":[229]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":14}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}