{"id":"https://openalex.org/W4415137584","doi":"https://doi.org/10.1109/iccv51701.2025.00584","title":"Robust Low-Light Scene Restoration via Illumination Transition","display_name":"Robust Low-Light Scene Restoration via Illumination Transition","publication_year":2025,"publication_date":"2025-10-19","ids":{"openalex":"https://openalex.org/W4415137584","doi":"https://doi.org/10.1109/iccv51701.2025.00584"},"language":"en","primary_location":{"id":"doi:10.1109/iccv51701.2025.00584","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccv51701.2025.00584","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/CVF International Conference on Computer Vision (ICCV)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2507.03976","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100424653","display_name":"Ze Li","orcid":"https://orcid.org/0000-0003-3087-0595"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Ze Li","raw_affiliation_strings":["The Hong Kong University of Science and Technology,Hong Kong SAR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology,Hong Kong SAR","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100401199","display_name":"Feng Zhang","orcid":"https://orcid.org/0000-0001-6314-6355"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Zhang","raw_affiliation_strings":["Nanjing University of Posts and Telecommunications,Nanjing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Posts and Telecommunications,Nanjing,China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028643592","display_name":"Xiatian Zhu","orcid":"https://orcid.org/0000-0002-9284-2955"},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Xiatian Zhu","raw_affiliation_strings":["University of Surrey,Guildford,United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Surrey,Guildford,United Kingdom","institution_ids":["https://openalex.org/I28290843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100437771","display_name":"Meng Zhang","orcid":"https://orcid.org/0000-0002-8543-0303"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Meng Zhang","raw_affiliation_strings":["The Hong Kong University of Science and Technology,Hong Kong SAR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology,Hong Kong SAR","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001121028","display_name":"Yanghong Zhou","orcid":"https://orcid.org/0000-0002-0372-996X"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yanghong Zhou","raw_affiliation_strings":["The Hong Kong Polytechnic University,Hong Kong SAR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University,Hong Kong SAR","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030824965","display_name":"P.Y. Mok","orcid":"https://orcid.org/0000-0002-0635-5318"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"P. Y. Mok","raw_affiliation_strings":["The Hong Kong University of Science and Technology,Hong Kong SAR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology,Hong Kong SAR","institution_ids":["https://openalex.org/I200769079"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"6188","last_page":"6197"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9969000220298767,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9969000220298767,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9966999888420105,"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":0.996399998664856,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.684499979019165},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.5698000192642212},{"id":"https://openalex.org/keywords/view-synthesis","display_name":"View synthesis","score":0.4627000093460083},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.4156999886035919},{"id":"https://openalex.org/keywords/image-denoising","display_name":"Image denoising","score":0.3977999985218048},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.3785000145435333}],"concepts":[{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.684499979019165},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6536999940872192},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6294999718666077},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6044999957084656},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.5698000192642212},{"id":"https://openalex.org/C2776449333","wikidata":"https://www.wikidata.org/wiki/Q7928781","display_name":"View synthesis","level":3,"score":0.4627000093460083},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.4156999886035919},{"id":"https://openalex.org/C2983327147","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Image denoising","level":3,"score":0.3977999985218048},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.3785000145435333},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.362199991941452},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.3425999879837036},{"id":"https://openalex.org/C123403432","wikidata":"https://www.wikidata.org/wiki/Q654068","display_name":"Visibility","level":2,"score":0.28949999809265137},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.27639999985694885},{"id":"https://openalex.org/C114996537","wikidata":"https://www.wikidata.org/wiki/Q4854529","display_name":"Colors of noise","level":3,"score":0.2624000012874603},{"id":"https://openalex.org/C44185422","wikidata":"https://www.wikidata.org/wiki/Q6002064","display_name":"Image-based modeling and rendering","level":3,"score":0.25060001015663147}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/iccv51701.2025.00584","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccv51701.2025.00584","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/CVF International Conference on Computer Vision (ICCV)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2507.03976","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2507.03976","pdf_url":"https://arxiv.org/pdf/2507.03976","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"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-171434","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-171434","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"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":"Conference paper"},{"id":"doi:10.48550/arxiv.2507.03976","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2507.03976","pdf_url":null,"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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2507.03976","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2507.03976","pdf_url":"https://arxiv.org/pdf/2507.03976","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":[{"id":"https://openalex.org/G637150571","display_name":null,"funder_award_id":"ITP/052/23TP,ITP/004/24TP,CD95/ P0049355,62202241,BK20210586,NY221018","funder_id":"https://openalex.org/F4320326427","funder_display_name":"Innovation and Technology Fund"}],"funders":[{"id":"https://openalex.org/F4320326427","display_name":"Innovation and Technology Fund","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Synthesizing":[0],"normal-light":[1,140],"novel":[2,85,97],"views":[3,98],"from":[4,103],"low-light":[5,28,37,104,138],"multiview":[6,105,197],"images":[7],"is":[8],"an":[9,113],"important":[10],"yet":[11],"challenging":[12],"task,":[13],"given":[14],"the":[15,24,60,110,145,153],"low":[16],"visibility":[17],"and":[18,71,73,139,178,196,204],"high":[19],"ISO":[20],"noise":[21,167],"present":[22],"in":[23,65,99,118,192],"input":[25],"images.":[26],"Existing":[27],"enhancement":[29],"methods":[30,51],"often":[31,63],"struggle":[32],"to":[33,42,59,151],"effectively":[34],"preprocess":[35],"such":[36,67],"inputs,":[38,107],"as":[39,68,112,123],"they":[40,62,74],"fail":[41],"consider":[43],"correlations":[44],"among":[45],"multiple":[46],"views.":[47],"Although":[48],"other":[49],"state-of-the-art":[50,190],"have":[52],"introduced":[53],"illumination-related":[54],"components":[55],"offering":[56],"alternative":[57],"solutions":[58],"problem,":[61],"result":[64],"drawbacks":[66],"color":[69],"distortions":[70],"artifacts,":[72],"provide":[75],"limited":[76],"denoising":[77,160,182],"effectiveness.":[78],"In":[79],"this":[80],"paper,":[81],"we":[82,156,172],"propose":[83],"a":[84,124,134,174,180],"Robust":[86],"Low-light":[87],"Scene":[88],"Restoration":[89],"framework":[90],"(RoSe),":[91],"which":[92],"enables":[93],"effective":[94,159],"synthesis":[95],"of":[96,149],"normal":[100],"lighting":[101],"conditions":[102],"image":[106],"by":[108],"formulating":[109],"task":[111],"illuminance":[114,130],"transition":[115,131,154],"estimation":[116],"problem":[117],"3D":[119],"space,":[120],"conceptualizing":[121],"it":[122],"specialized":[125],"rendering":[126,194],"task.":[127],"This":[128],"multiview-consistent":[129],"field":[132],"establishes":[133],"robust":[135],"connection":[136],"between":[137],"conditions.":[141],"By":[142],"further":[143],"exploiting":[144],"inherent":[146],"low-rank":[147,181],"property":[148],"illumination":[150],"constrain":[152],"representation,":[155],"achieve":[157],"more":[158],"without":[161],"complex":[162],"2D":[163],"techniques":[164],"or":[165],"explicit":[166],"modeling.":[168],"To":[169],"implement":[170],"RoSe,":[171],"design":[173],"concise":[175],"dual-branch":[176],"architecture":[177],"introduce":[179],"module.":[183],"Experiments":[184],"demonstrate":[185],"that":[186],"RoSe":[187],"significantly":[188],"outperforms":[189],"models":[191],"both":[193],"quality":[195],"consistency":[198],"on":[199],"standard":[200],"benchmarks.":[201],"The":[202],"codes":[203],"data":[205],"are":[206],"available":[207],"at":[208],"https://pegasus2004.github.io/RoSe.":[209]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-14T00:00:00"}
