{"id":"https://openalex.org/W3160141321","doi":"https://doi.org/10.1109/mcg.2022.3151010","title":"Predicting Surface Reflectance Properties of Outdoor Scenes Under Unknown Natural Illumination","display_name":"Predicting Surface Reflectance Properties of Outdoor Scenes Under Unknown Natural Illumination","publication_year":2022,"publication_date":"2022-02-14","ids":{"openalex":"https://openalex.org/W3160141321","doi":"https://doi.org/10.1109/mcg.2022.3151010","mag":"3160141321","pmid":"https://pubmed.ncbi.nlm.nih.gov/35157581"},"language":"en","primary_location":{"id":"doi:10.1109/mcg.2022.3151010","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcg.2022.3151010","pdf_url":null,"source":{"id":"https://openalex.org/S105380075","display_name":"IEEE Computer Graphics and Applications","issn_l":"0272-1716","issn":["0272-1716","1558-1756"],"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 Computer Graphics and Applications","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/A5084246868","display_name":"Farhan Rahman Wasee","orcid":null},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Farhan Rahman Wasee","raw_affiliation_strings":["Concordia University, Montreal, QC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Concordia University, Montreal, QC, Canada","institution_ids":["https://openalex.org/I60158472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085036992","display_name":"Alen Joy","orcid":"https://orcid.org/0000-0002-2423-4122"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Alen Joy","raw_affiliation_strings":["Concordia University, Montreal, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0002-2423-4122","affiliations":[{"raw_affiliation_string":"Concordia University, Montreal, QC, Canada","institution_ids":["https://openalex.org/I60158472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084730486","display_name":"Charalambos Poullis","orcid":"https://orcid.org/0000-0001-5666-5026"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Charalambos Poullis","raw_affiliation_strings":["Concordia University, Montreal, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0001-5666-5026","affiliations":[{"raw_affiliation_string":"Concordia University, Montreal, QC, Canada","institution_ids":["https://openalex.org/I60158472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I60158472"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00845628,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"42","issue":"5","first_page":"19","last_page":"27"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.998199999332428,"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"}},"topics":[{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.998199999332428,"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":0.9968000054359436,"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":0.9966999888420105,"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/radiance","display_name":"Radiance","score":0.7838208079338074},{"id":"https://openalex.org/keywords/reflectivity","display_name":"Reflectivity","score":0.779094934463501},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.7572582960128784},{"id":"https://openalex.org/keywords/bidirectional-reflectance-distribution-function","display_name":"Bidirectional reflectance distribution function","score":0.7537804245948792},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6620956659317017},{"id":"https://openalex.org/keywords/reflection","display_name":"Reflection (computer programming)","score":0.5821832418441772},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5476381778717041},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5409231781959534},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.4719015061855316},{"id":"https://openalex.org/keywords/photometric-stereo","display_name":"Photometric stereo","score":0.46211081743240356},{"id":"https://openalex.org/keywords/surface","display_name":"Surface (topology)","score":0.45460858941078186},{"id":"https://openalex.org/keywords/scattering","display_name":"Scattering","score":0.43962424993515015},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.4369085133075714},{"id":"https://openalex.org/keywords/global-illumination","display_name":"Global illumination","score":0.42849379777908325},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.22058585286140442},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18061494827270508},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.17855224013328552},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.17024368047714233}],"concepts":[{"id":"https://openalex.org/C23690007","wikidata":"https://www.wikidata.org/wiki/Q1411145","display_name":"Radiance","level":2,"score":0.7838208079338074},{"id":"https://openalex.org/C108597893","wikidata":"https://www.wikidata.org/wiki/Q663650","display_name":"Reflectivity","level":2,"score":0.779094934463501},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.7572582960128784},{"id":"https://openalex.org/C151596937","wikidata":"https://www.wikidata.org/wiki/Q856980","display_name":"Bidirectional reflectance distribution function","level":3,"score":0.7537804245948792},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6620956659317017},{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.5821832418441772},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5476381778717041},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5409231781959534},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.4719015061855316},{"id":"https://openalex.org/C44365914","wikidata":"https://www.wikidata.org/wiki/Q17120636","display_name":"Photometric stereo","level":3,"score":0.46211081743240356},{"id":"https://openalex.org/C2776799497","wikidata":"https://www.wikidata.org/wiki/Q484298","display_name":"Surface (topology)","level":2,"score":0.45460858941078186},{"id":"https://openalex.org/C191486275","wikidata":"https://www.wikidata.org/wiki/Q210028","display_name":"Scattering","level":2,"score":0.43962424993515015},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.4369085133075714},{"id":"https://openalex.org/C89720835","wikidata":"https://www.wikidata.org/wiki/Q1531701","display_name":"Global illumination","level":3,"score":0.42849379777908325},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.22058585286140442},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18061494827270508},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.17855224013328552},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.17024368047714233},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D008029","descriptor_name":"Lighting","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008029","descriptor_name":"Lighting","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008029","descriptor_name":"Lighting","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D010775","descriptor_name":"Photic Stimulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010775","descriptor_name":"Photic Stimulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010775","descriptor_name":"Photic Stimulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013499","descriptor_name":"Surface Properties","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013499","descriptor_name":"Surface Properties","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013499","descriptor_name":"Surface Properties","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/mcg.2022.3151010","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcg.2022.3151010","pdf_url":null,"source":{"id":"https://openalex.org/S105380075","display_name":"IEEE Computer Graphics and Applications","issn_l":"0272-1716","issn":["0272-1716","1558-1756"],"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 Computer Graphics and Applications","raw_type":"journal-article"},{"id":"pmid:35157581","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35157581","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 computer graphics and applications","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.6800000071525574}],"awards":[{"id":"https://openalex.org/G4107423261","display_name":null,"funder_award_id":"DG-N01670","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G548614812","display_name":null,"funder_award_id":"DND-N01885","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"}],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W11820661","https://openalex.org/W1540621913","https://openalex.org/W1564611446","https://openalex.org/W1580389772","https://openalex.org/W1930667107","https://openalex.org/W1966322278","https://openalex.org/W2017622341","https://openalex.org/W2023237845","https://openalex.org/W2027560260","https://openalex.org/W2104587129","https://openalex.org/W2104814486","https://openalex.org/W2136414991","https://openalex.org/W2138624212","https://openalex.org/W2147150922","https://openalex.org/W2153935912","https://openalex.org/W2160203169","https://openalex.org/W2170371392","https://openalex.org/W2194775991","https://openalex.org/W2272752931","https://openalex.org/W2471962767","https://openalex.org/W2519683295","https://openalex.org/W2549139847","https://openalex.org/W2554856610","https://openalex.org/W2798567105","https://openalex.org/W2902812770","https://openalex.org/W2914301091","https://openalex.org/W2949825757","https://openalex.org/W2950021214","https://openalex.org/W2954058873","https://openalex.org/W2955425717","https://openalex.org/W2956346787","https://openalex.org/W2962741401","https://openalex.org/W2962818260","https://openalex.org/W2963527086","https://openalex.org/W2964137095","https://openalex.org/W2964472976","https://openalex.org/W2970086547","https://openalex.org/W2970971581","https://openalex.org/W2982788674","https://openalex.org/W3035257660","https://openalex.org/W3035689535","https://openalex.org/W3185647256","https://openalex.org/W6762718338","https://openalex.org/W6765978013"],"related_works":["https://openalex.org/W608374387","https://openalex.org/W3167294693","https://openalex.org/W2102932527","https://openalex.org/W3160141321","https://openalex.org/W4226088024","https://openalex.org/W4287181634","https://openalex.org/W2144018844","https://openalex.org/W4231356410","https://openalex.org/W2121498664","https://openalex.org/W2211684149"],"abstract_inverted_index":{"Estimating":[0],"and":[1,21,57,69,75,80,100],"modeling":[2],"the":[3,28,42,50,67,109,128],"appearance":[4,118],"of":[5,32],"an":[6],"object":[7],"under":[8,35],"outdoor":[9,33],"illumination":[10],"conditions":[11],"is":[12,96],"a":[13,23,82,90,115],"complex":[14],"process.":[15],"This":[16],"article":[17],"addresses":[18],"this":[19],"problem":[20,43],"proposes":[22],"complete":[24],"framework":[25],"to":[26,119],"predict":[27],"surface":[29,62],"reflectance":[30,52,78,87,111,129],"properties":[31,112],"scenes":[34],"unknown":[36],"natural":[37],"illumination.":[38],"Uniquely,":[39],"we":[40],"recast":[41],"into":[44,77],"its":[45],"two":[46],"constituent":[47],"components":[48],"involving":[49],"bidirectional":[51],"distribution":[53],"function":[54],"incoming":[55],"light":[56],"outgoing":[58,70],"view":[59,71],"directions:":[60],"first,":[61],"points'":[63],"radiance":[64],"captured":[65],"in":[66,114],"images,":[68],"directions":[72],"are":[73],"aggregated":[74],"encoded":[76],"maps,":[79],"second,":[81],"neural":[83],"network":[84],"trained":[85],"on":[86,98],"maps":[88],"infers":[89],"low-parameter":[91],"reflection":[92],"model.":[93],"Our":[94],"model":[95],"based":[97],"phenomenological":[99],"physics-based":[101],"scattering":[102],"models.":[103],"Experiments":[104],"show":[105],"that":[106,122],"rendering":[107],"with":[108],"predicted":[110],"results":[113],"visually":[116],"similar":[117],"using":[120],"textures":[121],"cannot":[123],"otherwise":[124],"be":[125],"disentangled":[126],"from":[127],"properties.":[130]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
