{"id":"https://openalex.org/W4406017384","doi":"https://doi.org/10.1109/tmm.2024.3521760","title":"RCNet: Deep Recurrent Collaborative Network for Multi-View Low-Light Image Enhancement","display_name":"RCNet: Deep Recurrent Collaborative Network for Multi-View Low-Light Image Enhancement","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4406017384","doi":"https://doi.org/10.1109/tmm.2024.3521760"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2024.3521760","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2024.3521760","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","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":null,"display_name":"Hao Luo","orcid":"https://orcid.org/0009-0004-7605-5638"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Hao Luo","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063776325","display_name":"Baoliang Chen","orcid":"https://orcid.org/0000-0003-4884-6956"},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baoliang Chen","raw_affiliation_strings":["Department of Computer Science, South China Normal University, Guangzhou, China","Department of Computer Science, South China Normal University, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, South China Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I187400657"]},{"raw_affiliation_string":"Department of Computer Science, South China Normal University, China","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045637729","display_name":"Lingyu Zhu","orcid":"https://orcid.org/0000-0001-7608-7913"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Lingyu Zhu","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Peilin Chen","orcid":"https://orcid.org/0000-0001-6636-522X"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Peilin Chen","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100385178","display_name":"Shiqi Wang","orcid":"https://orcid.org/0000-0002-3583-959X"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Shiqi Wang","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I168719708"],"apc_list":null,"apc_paid":null,"fwci":9.7446,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.97885457,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"27","issue":null,"first_page":"2001","last_page":"2014"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9952999949455261,"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":0.9937999844551086,"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/computer-science","display_name":"Computer science","score":0.8045246005058289},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4710509777069092},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4297177493572235},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.42968106269836426},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.322552889585495}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8045246005058289},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4710509777069092},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4297177493572235},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.42968106269836426},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.322552889585495}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2024.3521760","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2024.3521760","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8869707049","display_name":null,"funder_award_id":"62401214","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":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":84,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1640745651","https://openalex.org/W2012554041","https://openalex.org/W2046119925","https://openalex.org/W2053715291","https://openalex.org/W2054814429","https://openalex.org/W2062083229","https://openalex.org/W2063784584","https://openalex.org/W2076205488","https://openalex.org/W2090938122","https://openalex.org/W2101981311","https://openalex.org/W2113350594","https://openalex.org/W2116973876","https://openalex.org/W2133665775","https://openalex.org/W2139375301","https://openalex.org/W2141983208","https://openalex.org/W2146086273","https://openalex.org/W2150721269","https://openalex.org/W2169447236","https://openalex.org/W2468596194","https://openalex.org/W2520377600","https://openalex.org/W2560023338","https://openalex.org/W2566376500","https://openalex.org/W2766802800","https://openalex.org/W2780108394","https://openalex.org/W2787091153","https://openalex.org/W2791710889","https://openalex.org/W2799396445","https://openalex.org/W2886787375","https://openalex.org/W2897299615","https://openalex.org/W2963228457","https://openalex.org/W2963351448","https://openalex.org/W2963725279","https://openalex.org/W2981718299","https://openalex.org/W2981963416","https://openalex.org/W2998334235","https://openalex.org/W3006487162","https://openalex.org/W3009498780","https://openalex.org/W3017136408","https://openalex.org/W3034347506","https://openalex.org/W3034539499","https://openalex.org/W3035731588","https://openalex.org/W3042993386","https://openalex.org/W3083040138","https://openalex.org/W3092956019","https://openalex.org/W3100618669","https://openalex.org/W3106758205","https://openalex.org/W3107113662","https://openalex.org/W3107184287","https://openalex.org/W3108679343","https://openalex.org/W3109908659","https://openalex.org/W3112479442","https://openalex.org/W3113512612","https://openalex.org/W3121661546","https://openalex.org/W3125869362","https://openalex.org/W3134649899","https://openalex.org/W3134765225","https://openalex.org/W3154123740","https://openalex.org/W3161732772","https://openalex.org/W3167267673","https://openalex.org/W3174605894","https://openalex.org/W3174792937","https://openalex.org/W3175016299","https://openalex.org/W3193296307","https://openalex.org/W3199334903","https://openalex.org/W3203313153","https://openalex.org/W3215386047","https://openalex.org/W4210769117","https://openalex.org/W4213445562","https://openalex.org/W4312625691","https://openalex.org/W4312812783","https://openalex.org/W4313059954","https://openalex.org/W4318767589","https://openalex.org/W4365479425","https://openalex.org/W4376612956","https://openalex.org/W4382240278","https://openalex.org/W4386494606","https://openalex.org/W4390872095","https://openalex.org/W4394593031","https://openalex.org/W6745297574","https://openalex.org/W6746171365","https://openalex.org/W6754146604","https://openalex.org/W6755037456","https://openalex.org/W6845703569"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Scene":[0],"observation":[1],"from":[2,141,194,200],"multiple":[3,18],"perspectives":[4],"would":[5],"bring":[6],"a":[7,87,124],"more":[8],"comprehensive":[9],"visual":[10],"experience.":[11],"However,":[12],"in":[13,20,137,159],"the":[14,21,23,60,75,118,131,150,179,209],"context":[15],"of":[16,62,98,242],"acquiring":[17],"views":[19,26,57],"dark,":[22],"highly":[24],"correlated":[25],"are":[27,205],"seriously":[28],"alienated,":[29],"making":[30],"it":[31],"challenging":[32],"to":[33,49,59,78,139,177,196,202,207],"improve":[34],"scene":[35],"understanding":[36],"with":[37,101,113],"auxiliary":[38],"views.":[39,68],"Recent":[40],"single":[41],"image-based":[42],"enhancement":[43,127,163,195,203,226],"methods":[44],"may":[45],"not":[46],"be":[47,249],"able":[48],"provide":[50],"consistently":[51],"desirable":[52],"restoration":[53],"performance":[54],"for":[55,225],"all":[56],"due":[58],"ignorance":[61],"potential":[63],"feature":[64,152,162,169,183,221],"correspondence":[65,144],"among":[66],"different":[67,115,146,192],"To":[69],"alleviate":[70],"this":[71],"issue,":[72],"we":[73,85,122,148],"make":[74],"first":[76],"attempt":[77],"investigate":[79],"multi-view":[80,126,187],"low-light":[81],"image":[82],"enhancement.":[83],"First,":[84],"construct":[86],"new":[88],"dataset":[89],"called":[90],"Multi-View":[91],"Low-light":[92],"Triplets":[93],"(MVLT),":[94],"including":[95],"1,860":[96],"pairs":[97],"triple":[99],"images":[100],"large":[102],"illumination":[103],"ranges":[104],"and":[105,155,171,181,199,214,223,227,246],"wide":[106],"noise":[107],"distribution.":[108],"Each":[109],"triplet":[110],"is":[111,175],"equipped":[112],"three":[114],"viewpoints":[116],"towards":[117],"same":[119],"scene.":[120],"Second,":[121],"propose":[123],"deep":[125],"framework":[128],"based":[129],"on":[130],"Recurrent":[132],"Collaborative":[133],"Network":[134],"(RCNet).":[135],"Specifically,":[136],"order":[138],"benefit":[140],"similar":[142],"texture":[143],"across":[145],"views,":[147],"design":[149],"recurrent":[151],"enhancement,":[153],"alignment":[154,170,197,201],"fusion":[156,172],"(ReEAF)":[157],"module,":[158],"which":[160,217],"intra-view":[161,180],"(Intra-view":[164],"EN)":[165],"followed":[166],"by":[167],"inter-view":[168,182],"(Inter-view":[173],"AF)":[174],"performed":[176],"model":[178,247],"propagation":[184],"sequentially":[185],"via":[186],"collaboration.":[188],"In":[189],"addition,":[190],"two":[191],"modules":[193],"(E2A)":[198],"(A2E)":[204],"developed":[206],"enable":[208],"interactions":[210],"between":[211],"Intra-view":[212],"EN":[213],"Inter-view":[215],"AF,":[216],"explicitly":[218],"utilize":[219],"attentive":[220],"weighting":[222],"sampling":[224],"alignment,":[228],"respectively.":[229],"Experimental":[230],"results":[231],"demonstrate":[232],"that":[233],"our":[234,243],"RCNet":[235],"significantly":[236],"outperforms":[237],"other":[238],"state-of-the-art":[239],"methods.":[240],"All":[241],"dataset,":[244],"code,":[245],"will":[248],"available":[250],"at":[251],"<uri":[252],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[253],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/hluo29/RCNet</uri>":[254],".":[255]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
