{"id":"https://openalex.org/W4413822068","doi":"https://doi.org/10.1109/tcsvt.2025.3604241","title":"Illumination Refinement via Textual Cues: A Prompt-Driven Approach for Low-Light NeRF Enhancement","display_name":"Illumination Refinement via Textual Cues: A Prompt-Driven Approach for Low-Light NeRF Enhancement","publication_year":2025,"publication_date":"2025-08-29","ids":{"openalex":"https://openalex.org/W4413822068","doi":"https://doi.org/10.1109/tcsvt.2025.3604241"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2025.3604241","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2025.3604241","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/A5004020663","display_name":"X. Ju","orcid":"https://orcid.org/0009-0004-9065-8689"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xinrui Ju","raw_affiliation_strings":["DUT-RU International School of Information Science and Engineering, Dalian University of Technology, Dalian, China","DUT-RU International School of Information Science & Engineering, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"DUT-RU International School of Information Science and Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"DUT-RU International School of Information Science & Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101223008","display_name":"Yang Zou","orcid":"https://orcid.org/0009-0007-3004-7650"},"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"]},{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Yang Zou","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Kowloon Tong, Hong Kong","School of Computer Science, Northwestern Polytechnical University, Xi’an, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Kowloon Tong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119011495","display_name":"Xingyuan Li","orcid":"https://orcid.org/0000-0001-9081-817X"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]},{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingyuan Li","raw_affiliation_strings":["School of Computer Science, Northwestern Polytechnical University, Xi’an, China","DUT-RU International School of Information Science & Engineering, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"DUT-RU International School of Information Science & Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zirui Wang","orcid":"https://orcid.org/0009-0007-9940-3449"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]},{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zirui Wang","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China","DUT-RU International School of Information Science & Engineering, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]},{"raw_affiliation_string":"DUT-RU International School of Information Science & Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101396574","display_name":"Jun Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]},{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Ma","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China","DUT-RU International School of Information Science & Engineering, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]},{"raw_affiliation_string":"DUT-RU International School of Information Science & Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016996735","display_name":"Zhiying Jiang","orcid":"https://orcid.org/0000-0001-9683-4971"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiying Jiang","raw_affiliation_strings":["College of Information Science and Technology, Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100675904","display_name":"Jinyuan Liu","orcid":"https://orcid.org/0000-0003-2085-2676"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinyuan Liu","raw_affiliation_strings":["School of Software Technology, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School of Software Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5004020663"],"corresponding_institution_ids":["https://openalex.org/I27357992"],"apc_list":null,"apc_paid":null,"fwci":1.2181,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.82954672,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"36","issue":"2","first_page":"2019","last_page":"2032"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9884999990463257,"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":0.9884999990463257,"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":0.9629999995231628,"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/T14158","display_name":"Optical Systems and Laser Technology","score":0.9470000267028809,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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":0.5555395483970642},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5019586086273193},{"id":"https://openalex.org/keywords/structured-light","display_name":"Structured light","score":0.48714277148246765},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4428195655345917},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.3365597128868103}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5555395483970642},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5019586086273193},{"id":"https://openalex.org/C193581530","wikidata":"https://www.wikidata.org/wiki/Q683778","display_name":"Structured light","level":2,"score":0.48714277148246765},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4428195655345917},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3365597128868103}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2025.3604241","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2025.3604241","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/G451232700","display_name":null,"funder_award_id":"62302078","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4618489170","display_name":null,"funder_award_id":"62372080","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5546126760","display_name":null,"funder_award_id":"2023M730741","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1976184014","https://openalex.org/W2058333183","https://openalex.org/W2146086273","https://openalex.org/W2254039850","https://openalex.org/W2566376500","https://openalex.org/W2964288609","https://openalex.org/W3035731588","https://openalex.org/W3121661546","https://openalex.org/W3126855404","https://openalex.org/W3134765225","https://openalex.org/W3174883353","https://openalex.org/W3176368002","https://openalex.org/W3186388058","https://openalex.org/W3195620846","https://openalex.org/W3198377975","https://openalex.org/W3202995573","https://openalex.org/W3216476011","https://openalex.org/W4200150166","https://openalex.org/W4210769117","https://openalex.org/W4312249431","https://openalex.org/W4312310776","https://openalex.org/W4312480149","https://openalex.org/W4312746348","https://openalex.org/W4312960937","https://openalex.org/W4386065414","https://openalex.org/W4386066362","https://openalex.org/W4386075513","https://openalex.org/W4386076424","https://openalex.org/W4387129543","https://openalex.org/W4390605042","https://openalex.org/W4390871817","https://openalex.org/W4390872514","https://openalex.org/W4390872579","https://openalex.org/W4390874175","https://openalex.org/W4390874206","https://openalex.org/W4392903388","https://openalex.org/W4393148029","https://openalex.org/W4393149622","https://openalex.org/W4403844485","https://openalex.org/W4405755299","https://openalex.org/W4405974115","https://openalex.org/W4407449638","https://openalex.org/W4408235503","https://openalex.org/W4408446475","https://openalex.org/W4408933204","https://openalex.org/W4409473688","https://openalex.org/W4410808638","https://openalex.org/W4413145746","https://openalex.org/W4413145773","https://openalex.org/W4413146852"],"related_works":["https://openalex.org/W2899084033","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"],"abstract_inverted_index":{"In":[0,133],"the":[1,9,51,101,111,122,137,148,153,157,162,209,220],"realm":[2],"of":[3,11,53,113,213],"3D":[4],"scene":[5],"modeling":[6],"and":[7,42,56,76,94,99,109,156,176,197,211,223],"rendering,":[8],"emergence":[10],"Neural":[12],"Radiance":[13],"Fields":[14],"(NeRF)":[15],"represents":[16],"a":[17,66,87,143,171],"significant":[18],"leap":[19],"forward.":[20],"However,":[21],"NeRF\u2019s":[22],"rendering":[23,28],"performance":[24],"suffers":[25],"significantly":[26,207],"when":[27],"images":[29,41,108,124,183,215],"under":[30],"low-light":[31,39,73,214],"conditions.":[32],"Existing":[33],"approaches":[34],"are":[35],"optimized":[36],"by":[37,179,206],"enhancing":[38],"input":[40],"combining":[43,180],"NeRF":[44],"models,":[45],"but":[46],"still":[47],"fail":[48],"to":[49,97,120,128,135,169,216],"address":[50,60,136],"issues":[52],"multiview":[54,138],"consistency":[55,139,175],"image":[57,74,130],"quality.":[58,132],"To":[59],"these":[61,181],"challenges,":[62],"our":[63,201],"research":[64],"introduces":[65],"textual":[67,126],"constraint-prompted":[68],"enhancement":[69],"method":[70],"that":[71,91,200],"facilitates":[72],"brightening":[75],"new":[77,158],"view":[78,159],"synthesis":[79],"in":[80,117,152,161],"an":[81],"unsupervised":[82],"manner.":[83],"Specifically,":[84],"we":[85,141],"devise":[86],"semantic":[88,118,149,186],"calibration":[89],"strategy":[90],"employs":[92],"positive":[93],"negative":[95],"prompts":[96],"motivate":[98],"penalize":[100],"network":[102],"towards":[103],"attributes":[104],"associated":[105],"with":[106,125,166,184,193],"high-quality":[107],"exploits":[110],"capability":[112],"visual":[114],"language":[115],"models":[116],"parsing":[119],"align":[121],"generated":[123],"descriptors":[127],"improve":[129],"generation":[131,160],"addition,":[134],"problem,":[140],"propose":[142],"two-layer":[144],"optimization":[145,151],"strategy,":[146],"where":[147],"cue":[150],"upper":[154],"layer":[155,164],"lower":[163],"interact":[165],"each":[167],"other":[168],"achieve":[170],"balance":[172],"between":[173],"luminance":[174],"structural":[177],"integrity":[178],"improved":[182],"text-driven":[185],"features.":[187],"Comprehensive":[188],"tests":[189],"on":[190],"two":[191],"datasets":[192],"different":[194],"resolutions,":[195],"LOM":[196],"LLFF,":[198],"show":[199],"approach":[202],"outperforms":[203],"existing":[204],"methods":[205],"improving":[208],"brightness":[210],"clarity":[212],"state-of-the-art":[217],"while":[218],"preserving":[219],"natural":[221],"appearance":[222],"details.":[224]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}