{"id":"https://openalex.org/W2981340568","doi":"https://doi.org/10.1145/3343031.3350983","title":"Progressive Retinex","display_name":"Progressive Retinex","publication_year":2019,"publication_date":"2019-10-15","ids":{"openalex":"https://openalex.org/W2981340568","doi":"https://doi.org/10.1145/3343031.3350983","mag":"2981340568"},"language":"en","primary_location":{"id":"doi:10.1145/3343031.3350983","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3343031.3350983","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th ACM International Conference on Multimedia","raw_type":"proceedings-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/A5100423354","display_name":"Yang Wang","orcid":"https://orcid.org/0000-0002-8903-2388"},"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":"Yang Wang","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/A5004299336","display_name":"Yang Cao","orcid":"https://orcid.org/0000-0002-2891-4379"},"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":"Yang Cao","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/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"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100345321","display_name":"Jing Zhang","orcid":"https://orcid.org/0000-0001-6595-7661"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jing Zhang","raw_affiliation_strings":["University of Sydney, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"University of Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008612863","display_name":"Zhiwei Xiong","orcid":"https://orcid.org/0000-0002-9787-7460"},"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":"Zhiwei Xiong","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/A5100756628","display_name":"Wei Zhang","orcid":"https://orcid.org/0000-0001-5556-3896"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zhang","raw_affiliation_strings":["Shandong University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103150943","display_name":"Feng Wu","orcid":"https://orcid.org/0000-0001-7266-5579"},"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 Wu","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":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100423354"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":3.8802,"has_fulltext":false,"cited_by_count":109,"citation_normalized_percentile":{"value":0.94961308,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"2015","last_page":"2023"},"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":0.9988999962806702,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.998199999332428,"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/color-constancy","display_name":"Color constancy","score":0.8438910841941833},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7560583353042603},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6956149339675903},{"id":"https://openalex.org/keywords/pointwise","display_name":"Pointwise","score":0.6744729280471802},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6433439254760742},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.49247750639915466},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.48289036750793457},{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.4780857264995575},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.46740156412124634},{"id":"https://openalex.org/keywords/image-noise","display_name":"Image noise","score":0.4239580035209656},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.4160747230052948},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3229437470436096},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14784139394760132}],"concepts":[{"id":"https://openalex.org/C187888035","wikidata":"https://www.wikidata.org/wiki/Q2563885","display_name":"Color constancy","level":3,"score":0.8438910841941833},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7560583353042603},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6956149339675903},{"id":"https://openalex.org/C2777984123","wikidata":"https://www.wikidata.org/wiki/Q9248237","display_name":"Pointwise","level":2,"score":0.6744729280471802},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6433439254760742},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.49247750639915466},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.48289036750793457},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.4780857264995575},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.46740156412124634},{"id":"https://openalex.org/C35772409","wikidata":"https://www.wikidata.org/wiki/Q1323086","display_name":"Image noise","level":3,"score":0.4239580035209656},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.4160747230052948},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3229437470436096},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14784139394760132},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3343031.3350983","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3343031.3350983","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th ACM International Conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1494712057","https://openalex.org/W1677182931","https://openalex.org/W1979666307","https://openalex.org/W2087366239","https://openalex.org/W2092904050","https://openalex.org/W2104745266","https://openalex.org/W2115872969","https://openalex.org/W2125188192","https://openalex.org/W2136001449","https://openalex.org/W2137307921","https://openalex.org/W2141983208","https://openalex.org/W2146086273","https://openalex.org/W2150721269","https://openalex.org/W2155893237","https://openalex.org/W2156015172","https://openalex.org/W2159871081","https://openalex.org/W2163446914","https://openalex.org/W2164409281","https://openalex.org/W2254039850","https://openalex.org/W2296548841","https://openalex.org/W2343687109","https://openalex.org/W2468596194","https://openalex.org/W2529099292","https://openalex.org/W2566376500","https://openalex.org/W2752849939","https://openalex.org/W2767356570","https://openalex.org/W2780108394","https://openalex.org/W2783573276","https://openalex.org/W2789481473","https://openalex.org/W2791710889","https://openalex.org/W2895323721","https://openalex.org/W2955731188","https://openalex.org/W3143835446","https://openalex.org/W6600120041"],"related_works":["https://openalex.org/W143502885","https://openalex.org/W42113618","https://openalex.org/W2103468410","https://openalex.org/W2480115405","https://openalex.org/W4237735386","https://openalex.org/W3197542402","https://openalex.org/W1856228368","https://openalex.org/W4401572286","https://openalex.org/W2066798134","https://openalex.org/W2467317383"],"abstract_inverted_index":{"Contrast":[0],"enhancement":[1,66,175],"and":[2,49,85,89,116,159],"noise":[3,50,63,87],"removal":[4],"are":[5,54,75],"coupled":[6],"problems":[7],"for":[8],"low-light":[9,52,65,161,174],"image":[10,53,86,117,138],"enhancement.":[11],"The":[12,101],"existing":[13],"Retinex":[14,44],"based":[15,141],"methods":[16],"do":[17],"not":[18,104],"take":[19],"the":[20,31,79,97,107,111,123,129,164,171],"coupling":[21],"relation":[22],"into":[23],"consideration,":[24],"resulting":[25],"in":[26,46,56],"under":[27],"or":[28],"over-smoothing":[29],"of":[30,51,82,131,166],"enhanced":[32],"images.":[33],"To":[34],"address":[35],"this":[36,38],"issue,":[37],"paper":[39],"presents":[40],"a":[41,57],"novel":[42],"progressive":[43],"framework,":[45],"which":[47,146],"illumination":[48],"perceived":[55],"mutually":[58],"reinforced":[59],"manner,":[60],"leading":[61],"to":[62,77,90,95,127],"reduction":[64],"results.":[67],"Specifically,":[68],"two":[69],"fully":[70],"pointwise":[71],"convolutional":[72],"neural":[73],"networks":[74],"devised":[76],"model":[78],"statistical":[80],"regularities":[81],"ambient":[83],"light":[84],"respectively,":[88],"leverage":[91],"them":[92],"as":[93],"constraints":[94],"facilitate":[96],"mutual":[98],"learning":[99],"process.":[100],"proposed":[102,168],"method":[103],"only":[105],"suppresses":[106],"interference":[108],"caused":[109],"by":[110,151],"ambiguity":[112],"between":[113],"tiny":[114],"textures":[115],"noises,":[118],"but":[119],"also":[120],"greatly":[121],"improves":[122],"computational":[124],"efficiency.":[125],"Moreover,":[126],"solve":[128],"problem":[130],"insufficient":[132],"training":[133],"data,":[134],"we":[135],"propose":[136],"an":[137],"synthesis":[139],"strategy":[140],"on":[142,156],"camera":[143],"imaging":[144],"model,":[145],"generates":[147],"color":[148],"images":[149,162],"corrupted":[150],"illumination-dependent":[152],"noises.":[153],"Experimental":[154],"results":[155],"both":[157],"synthetic":[158],"real":[160],"demonstrate":[163],"superiority":[165],"our":[167],"approaches":[169],"against":[170],"State-Of-The-Art":[172],"(SOTA)":[173],"methods.":[176]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":25},{"year":2023,"cited_by_count":31},{"year":2022,"cited_by_count":19},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":3}],"updated_date":"2026-03-03T08:47:05.690250","created_date":"2025-10-10T00:00:00"}
