{"id":"https://openalex.org/W2966511982","doi":"https://doi.org/10.1145/3306307.3328173","title":"DeepLight","display_name":"DeepLight","publication_year":2019,"publication_date":"2019-07-28","ids":{"openalex":"https://openalex.org/W2966511982","doi":"https://doi.org/10.1145/3306307.3328173","mag":"2966511982"},"language":"en","primary_location":{"id":"doi:10.1145/3306307.3328173","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3306307.3328173","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGGRAPH 2019 Talks","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/A5065092032","display_name":"Chloe LeGendre","orcid":"https://orcid.org/0000-0002-4639-678X"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Chloe LeGendre","raw_affiliation_strings":["Google Inc"],"affiliations":[{"raw_affiliation_string":"Google Inc","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110873612","display_name":"Wan\u2010Chun Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wan-Chun Ma","raw_affiliation_strings":["Google Inc"],"affiliations":[{"raw_affiliation_string":"Google Inc","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056746718","display_name":"Graham Fyffe","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Graham Fyffe","raw_affiliation_strings":["Google Inc"],"affiliations":[{"raw_affiliation_string":"Google Inc","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089329247","display_name":"John P. Flynn","orcid":"https://orcid.org/0000-0002-9016-4388"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Flynn","raw_affiliation_strings":["Google Inc"],"affiliations":[{"raw_affiliation_string":"Google Inc","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030037837","display_name":"Laurent Charbonnel","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Laurent Charbonnel","raw_affiliation_strings":["Google Inc"],"affiliations":[{"raw_affiliation_string":"Google Inc","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068464099","display_name":"Jay Busch","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jay Busch","raw_affiliation_strings":["Google Inc"],"affiliations":[{"raw_affiliation_string":"Google Inc","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047876260","display_name":"Paul Debevec","orcid":"https://orcid.org/0000-0001-7381-2323"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paul Debevec","raw_affiliation_strings":["Google Inc"],"affiliations":[{"raw_affiliation_string":"Google Inc","institution_ids":["https://openalex.org/I1291425158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5065092032"],"corresponding_institution_ids":["https://openalex.org/I1291425158"],"apc_list":null,"apc_paid":null,"fwci":2.6563,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.9226319,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9998999834060669,"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":0.9998999834060669,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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":0.9994000196456909,"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/computer-science","display_name":"Computer science","score":0.7747642993927002},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7283667325973511},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7138928771018982},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.66322261095047},{"id":"https://openalex.org/keywords/high-dynamic-range","display_name":"High dynamic range","score":0.5771180987358093},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.5294073820114136},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.46796709299087524},{"id":"https://openalex.org/keywords/high-dynamic-range-imaging","display_name":"High-dynamic-range imaging","score":0.4679162800312042},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.4587843716144562},{"id":"https://openalex.org/keywords/augmented-reality","display_name":"Augmented reality","score":0.4420987069606781},{"id":"https://openalex.org/keywords/mobile-phone","display_name":"Mobile phone","score":0.4357852339744568},{"id":"https://openalex.org/keywords/dynamic-range","display_name":"Dynamic range","score":0.20074030756950378}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7747642993927002},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7283667325973511},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7138928771018982},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.66322261095047},{"id":"https://openalex.org/C2780056265","wikidata":"https://www.wikidata.org/wiki/Q106239881","display_name":"High dynamic range","level":3,"score":0.5771180987358093},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.5294073820114136},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.46796709299087524},{"id":"https://openalex.org/C2781399445","wikidata":"https://www.wikidata.org/wiki/Q309254","display_name":"High-dynamic-range imaging","level":4,"score":0.4679162800312042},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.4587843716144562},{"id":"https://openalex.org/C153715457","wikidata":"https://www.wikidata.org/wiki/Q254183","display_name":"Augmented reality","level":2,"score":0.4420987069606781},{"id":"https://openalex.org/C2777421447","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile phone","level":2,"score":0.4357852339744568},{"id":"https://openalex.org/C87133666","wikidata":"https://www.wikidata.org/wiki/Q1161699","display_name":"Dynamic range","level":2,"score":0.20074030756950378},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3306307.3328173","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3306307.3328173","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGGRAPH 2019 Talks","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.5600000023841858}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2003537776","https://openalex.org/W2235136907","https://openalex.org/W2554856610","https://openalex.org/W2605060370","https://openalex.org/W4229523108"],"related_works":["https://openalex.org/W2152030049","https://openalex.org/W3182707942","https://openalex.org/W2019508106","https://openalex.org/W2014689642","https://openalex.org/W3123618386","https://openalex.org/W2036724498","https://openalex.org/W1978234925","https://openalex.org/W2884377208","https://openalex.org/W2944998159","https://openalex.org/W2272915279"],"abstract_inverted_index":{"We":[0,70],"present":[1],"a":[2,23,28,67,72,115],"learning-based":[3],"method":[4],"to":[5,76,83,94,145],"infer":[6],"plausible":[7],"high":[8],"dynamic":[9,18],"range":[10,19],"(HDR),":[11],"omnidirectional":[12],"illumination":[13,100],"given":[14],"an":[15],"unconstrained,":[16],"low":[17],"(LDR)":[20],"image":[21,82],"from":[22,78],"mobile":[24,116,128],"phone":[25],"camera":[26],"with":[27,58,97],"limited":[29],"field":[30],"of":[31,40,51,121,141],"view":[32],"(FOV).":[33],"For":[34],"training":[35],"data,":[36],"we":[37,137],"collect":[38],"videos":[39],"various":[41],"reflective":[42],"spheres":[43],"placed":[44],"within":[45],"the":[46,52,79,88,98,139,146],"camera's":[47],"FOV,":[48],"leaving":[49],"most":[50],"background":[53,81],"unoccluded,":[54],"leveraging":[55],"that":[56],"materials":[57],"diverse":[59],"reflectance":[60],"functions":[61],"reveal":[62],"different":[63],"lighting":[64,85],"cues":[65],"in":[66],"single":[68],"exposure.":[69],"train":[71],"deep":[73],"neural":[74],"network":[75],"regress":[77],"LDR":[80,89],"HDR":[84],"by":[86],"matching":[87],"ground":[90],"truth":[91],"sphere":[92],"images":[93],"those":[95],"rendered":[96,142],"predicted":[99],"using":[101],"image-based":[102],"relighting,":[103],"which":[104],"is":[105],"differentiable.":[106],"Our":[107],"inference":[108],"runs":[109],"at":[110],"interactive":[111],"frame":[112],"rates":[113],"on":[114,132],"device,":[117],"enabling":[118],"realistic":[119],"rendering":[120],"virtual":[122],"objects":[123,143],"into":[124],"real":[125],"scenes":[126],"for":[127,150],"mixed":[129],"reality.":[130],"Training":[131],"auto-exposed":[133],"and":[134,153],"white-balanced":[135],"videos,":[136],"improve":[138],"realism":[140],"compared":[144],"state-of-the":[147],"art":[148],"methods":[149],"both":[151],"indoor":[152],"outdoor":[154],"scenes.":[155]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":8}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2019-08-13T00:00:00"}