{"id":"https://openalex.org/W7139910178","doi":"https://doi.org/10.1109/tip.2026.3674360","title":"Dark-EvGS: Event Camera as an Eye for Radiance Field in the Dark","display_name":"Dark-EvGS: Event Camera as an Eye for Radiance Field in the Dark","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7139910178","doi":"https://doi.org/10.1109/tip.2026.3674360","pmid":"https://pubmed.ncbi.nlm.nih.gov/41860911"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2026.3674360","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2026.3674360","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5090347175","display_name":"Jingqian Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210086892","display_name":"Education University of Hong Kong","ror":"https://ror.org/000t0f062","country_code":"HK","type":"education","lineage":["https://openalex.org/I4210086892"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Jingqian Wu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, The University of Hong Kong, Hong Kong, SAR, China"],"raw_orcid":"https://orcid.org/0009-0007-2264-2249","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of Hong Kong, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I889458895","https://openalex.org/I4210086892"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Peiqi Duan","orcid":"https://orcid.org/0000-0002-4938-3132"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peiqi Duan","raw_affiliation_strings":["State Key Laboratory of Multimedia Information Processing and the National Engineering Research Center of Visual Technology, School of Computer Science, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4938-3132","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Multimedia Information Processing and the National Engineering Research Center of Visual Technology, School of Computer Science, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053486746","display_name":"Z. Y. Wang","orcid":"https://orcid.org/0009-0001-7569-3273"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zongqiang Wang","raw_affiliation_strings":["Chinese Academy of Sciences, Institute of Automation, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences, Institute of Automation, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Changwei Wang","orcid":"https://orcid.org/0000-0001-8259-7717"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changwei Wang","raw_affiliation_strings":["Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center, Qilu University of Technology, Jinan, Shandong, China"],"raw_orcid":"https://orcid.org/0000-0001-8259-7717","affiliations":[{"raw_affiliation_string":"Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center, Qilu University of Technology, Jinan, Shandong, China","institution_ids":["https://openalex.org/I152269853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038326097","display_name":"Boxin Shi","orcid":"https://orcid.org/0000-0001-6749-0364"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Boxin Shi","raw_affiliation_strings":["State Key Laboratory of Multimedia Information Processing and the National Engineering Research Center of Visual Technology, School of Computer Science, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-6749-0364","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Multimedia Information Processing and the National Engineering Research Center of Visual Technology, School of Computer Science, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008832723","display_name":"Edmund Y. Lam","orcid":"https://orcid.org/0000-0001-6268-950X"},"institutions":[{"id":"https://openalex.org/I4210086892","display_name":"Education University of Hong Kong","ror":"https://ror.org/000t0f062","country_code":"HK","type":"education","lineage":["https://openalex.org/I4210086892"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Edmund Y. Lam","raw_affiliation_strings":["Department of Electrical and Computer Engineering, The University of Hong Kong, Hong Kong, SAR, China"],"raw_orcid":"https://orcid.org/0000-0001-6268-950X","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of Hong Kong, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I889458895","https://openalex.org/I4210086892"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5090347175"],"corresponding_institution_ids":["https://openalex.org/I4210086892","https://openalex.org/I889458895"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.63951497,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"35","issue":null,"first_page":"3172","last_page":"3185"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11044","display_name":"Particle Detector Development and Performance","score":0.3677000105381012,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11044","display_name":"Particle Detector Development and Performance","score":0.3677000105381012,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"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/T13418","display_name":"Photocathodes and Microchannel Plates","score":0.14100000262260437,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11090","display_name":"Dark Matter and Cosmic Phenomena","score":0.12630000710487366,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"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/radiance","display_name":"Radiance","score":0.7723000049591064},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.46869999170303345},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.44670000672340393},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.3634999990463257},{"id":"https://openalex.org/keywords/field-of-view","display_name":"Field of view","score":0.33809998631477356},{"id":"https://openalex.org/keywords/geometrical-optics","display_name":"Geometrical optics","score":0.27649998664855957},{"id":"https://openalex.org/keywords/optical-imaging","display_name":"Optical imaging","score":0.2702000141143799}],"concepts":[{"id":"https://openalex.org/C23690007","wikidata":"https://www.wikidata.org/wiki/Q1411145","display_name":"Radiance","level":2,"score":0.7723000049591064},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.527899980545044},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.49230000376701355},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.46869999170303345},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46790000796318054},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4528999924659729},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.44670000672340393},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3634999990463257},{"id":"https://openalex.org/C150627866","wikidata":"https://www.wikidata.org/wiki/Q1076893","display_name":"Field of view","level":2,"score":0.33809998631477356},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.326200008392334},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2890999913215637},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.2851000130176544},{"id":"https://openalex.org/C110277352","wikidata":"https://www.wikidata.org/wiki/Q467980","display_name":"Geometrical optics","level":2,"score":0.27649998664855957},{"id":"https://openalex.org/C92630104","wikidata":"https://www.wikidata.org/wiki/Q4115103","display_name":"Optical imaging","level":2,"score":0.2702000141143799},{"id":"https://openalex.org/C54308172","wikidata":"https://www.wikidata.org/wiki/Q1367365","display_name":"Atmospheric optics","level":2,"score":0.26989999413490295},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.26750001311302185},{"id":"https://openalex.org/C76935873","wikidata":"https://www.wikidata.org/wiki/Q209121","display_name":"Image sensor","level":2,"score":0.26089999079704285},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.2605000138282776},{"id":"https://openalex.org/C48983235","wikidata":"https://www.wikidata.org/wiki/Q593161","display_name":"Light field","level":2,"score":0.25769999623298645},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.25459998846054077},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.2515000104904175}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tip.2026.3674360","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2026.3674360","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},{"id":"pmid:41860911","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41860911","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on image processing : a publication of the IEEE Signal Processing Society","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4754375219345093,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G3432538442","display_name":null,"funder_award_id":"2023M740076","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G3598382722","display_name":null,"funder_award_id":"62136001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6057328255","display_name":null,"funder_award_id":"GRF 17201822","funder_id":"https://openalex.org/F4320322887","funder_display_name":"The Research Council"},{"id":"https://openalex.org/G6190120080","display_name":null,"funder_award_id":"62402014","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"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320322887","display_name":"The Research Council","ror":"https://ror.org/03tcppy59"},{"id":"https://openalex.org/F4320325902","display_name":"Beijing Municipal Science and Technology Commission","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W2293372129","https://openalex.org/W2471962767","https://openalex.org/W2938463073","https://openalex.org/W2951159596","https://openalex.org/W3011746063","https://openalex.org/W3109131508","https://openalex.org/W3109192943","https://openalex.org/W3177222833","https://openalex.org/W3188021906","https://openalex.org/W3191528047","https://openalex.org/W3200334356","https://openalex.org/W4200150166","https://openalex.org/W4221159374","https://openalex.org/W4304099187","https://openalex.org/W4309160143","https://openalex.org/W4312400353","https://openalex.org/W4312480149","https://openalex.org/W4318586184","https://openalex.org/W4319068627","https://openalex.org/W4382239905","https://openalex.org/W4385245566","https://openalex.org/W4385318467","https://openalex.org/W4385819596","https://openalex.org/W4386076266","https://openalex.org/W4390873276","https://openalex.org/W4392543664","https://openalex.org/W4392930627","https://openalex.org/W4393148745","https://openalex.org/W4399121711","https://openalex.org/W4399511609","https://openalex.org/W4400314509","https://openalex.org/W4400903948","https://openalex.org/W4401806424","https://openalex.org/W4402727010","https://openalex.org/W4402753483","https://openalex.org/W4402753762","https://openalex.org/W4402915860","https://openalex.org/W4402916135","https://openalex.org/W4404037849","https://openalex.org/W4405785401","https://openalex.org/W4408519841","https://openalex.org/W4408951634","https://openalex.org/W4410226830","https://openalex.org/W4411446284","https://openalex.org/W4411725062","https://openalex.org/W4411867258","https://openalex.org/W4413157575","https://openalex.org/W4413513869","https://openalex.org/W4414798958","https://openalex.org/W4415540581","https://openalex.org/W4415795223"],"related_works":[],"abstract_inverted_index":{"In":[0],"low-light":[1,59,183],"environments,":[2],"conventional":[3],"cameras":[4],"often":[5],"struggle":[6],"to":[7,15,38,120,137],"capture":[8],"clear":[9],"multi-view":[10],"images":[11],"of":[12,106,142],"objects":[13],"due":[14],"dynamic":[16],"range":[17,31],"limitations":[18],"and":[19,32,82,126,187],"motion":[20],"blur":[21],"caused":[22],"by":[23],"long":[24],"exposure.":[25],"Event":[26],"cameras,":[27],"with":[28],"their":[29],"high-dynamic":[30],"high-speed":[33],"properties,":[34],"have":[35],"the":[36,83,96,104,113,139,143,149,154,193],"potential":[37],"mitigate":[39],"these":[40,91],"issues.":[41],"Additionally,":[42],"3D":[43,66,99,161],"Gaussian":[44],"Splatting":[45],"(GS)":[46],"enables":[47,103],"radiance":[48,163,178],"field":[49,164,179],"reconstruction,":[50],"facilitating":[51],"bright":[52,107,156],"frame":[53,157],"synthesis":[54,158],"from":[55,109],"multiple":[56],"viewpoints":[57,111],"in":[58,73,192],"conditions.":[60,184],"However,":[61],"naively":[62],"using":[63],"an":[64],"event-assisted":[65,98],"GS":[67,100],"approach":[68],"still":[69],"faced":[70],"challenges":[71],"because,":[72],"low":[74],"lights,":[75],"events":[76],"are":[77,190],"noisy,":[78],"frames":[79,108],"lack":[80],"quality,":[81],"color":[84,131,140],"tone":[85,132],"may":[86],"be":[87],"inconsistent.":[88],"To":[89],"address":[90],"issues,":[92],"we":[93,147],"propose":[94],"Dark-EvGS,":[95],"first":[97,150],"framework":[101],"that":[102,168],"reconstruction":[105,180],"arbitrary":[110],"along":[112],"camera":[114],"trajectory.":[115],"Triplet-level":[116],"supervision":[117],"is":[118,135],"proposed":[119,136],"gain":[121],"holistic":[122],"knowledge,":[123],"granular":[124],"details,":[125],"sharp":[127],"scene":[128],"rendering.":[129],"The":[130,185],"matching":[133],"block":[134],"guarantee":[138],"consistency":[141],"rendered":[144],"frames.":[145],"Furthermore,":[146],"introduce":[148],"real-captured":[151],"dataset":[152],"for":[153],"event-guided":[155],"task":[159],"via":[160],"GS-based":[162],"reconstruction.":[165],"Experiments":[166],"demonstrate":[167],"our":[169],"method":[170],"achieves":[171],"better":[172],"results":[173],"than":[174],"existing":[175],"methods,":[176],"conquering":[177],"under":[181],"challenging":[182],"code":[186],"sample":[188],"data":[189],"included":[191],"supplementary":[194],"material.":[195]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2026-03-21T00:00:00"}