{"id":"https://openalex.org/W6925045962","doi":"https://doi.org/10.15496/publikation-79535","title":"Neural Reflectance Decomposition","display_name":"Neural Reflectance Decomposition","publication_year":2023,"publication_date":"2023-03-17","ids":{"openalex":"https://openalex.org/W6925045962","doi":"https://doi.org/10.15496/publikation-79535"},"language":"de","primary_location":{"id":"doi:10.15496/publikation-79535","is_oa":true,"landing_page_url":"https://doi.org/10.15496/publikation-79535","pdf_url":null,"source":{"id":"https://openalex.org/S7407053000","display_name":"Universit\u00e4tsbibliothek T\u00fcbingen","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"type":"other","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.15496/publikation-79535","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Boss, Mark Benedikt","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Boss, Mark Benedikt","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"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":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T13939","display_name":"Archaeology and Natural History","score":0.14980000257492065,"subfield":{"id":"https://openalex.org/subfields/3314","display_name":"Anthropology"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13939","display_name":"Archaeology and Natural History","score":0.14980000257492065,"subfield":{"id":"https://openalex.org/subfields/3314","display_name":"Anthropology"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12837","display_name":"American Environmental and Regional History","score":0.09640000015497208,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12981","display_name":"Conservation Techniques and Studies","score":0.04230000078678131,"subfield":{"id":"https://openalex.org/subfields/1206","display_name":"Conservation"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.23549999296665192},{"id":"https://openalex.org/keywords/augmented-reality","display_name":"Augmented reality","score":0.2312999963760376},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.22589999437332153}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38029998540878296},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29319998621940613},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.28369998931884766},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.2818000018596649},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2727999985218048},{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.24959999322891235},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23549999296665192},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.23549999296665192},{"id":"https://openalex.org/C153715457","wikidata":"https://www.wikidata.org/wiki/Q254183","display_name":"Augmented reality","level":2,"score":0.2312999963760376},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.22589999437332153}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.15496/publikation-79535","is_oa":true,"landing_page_url":"https://doi.org/10.15496/publikation-79535","pdf_url":null,"source":{"id":"https://openalex.org/S7407053000","display_name":"Universit\u00e4tsbibliothek T\u00fcbingen","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"article"}],"best_oa_location":{"id":"doi:10.15496/publikation-79535","is_oa":true,"landing_page_url":"https://doi.org/10.15496/publikation-79535","pdf_url":null,"source":{"id":"https://openalex.org/S7407053000","display_name":"Universit\u00e4tsbibliothek T\u00fcbingen","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Die":[0,77,89,248],"Erstellung":[1,101],"von":[2,5,95,146,154,175,182,232,249],"fotorealistischen":[3],"Modellen":[4],"Objekten":[6,156],"aus":[7,43,238],"Bildern":[8,186],"oder":[9,119,209,270],"Bildersammlungen":[10],"ist":[11,36,82,93,157],"eine":[12,66,83,135,165,172,180,254],"grundlegende":[13],"Herausforderung":[14],"in":[15,108,187,206,210,263],"der":[16,30,61,152,162,257],"Computer":[17],"Vision":[18],"und":[19,58,86,143,191,259],"Grafik.":[20],"Dieses":[21],"Problem":[22],"wird":[23,47,65,134,171],"auch":[24],"als":[25],"inverses":[26],"Rendering":[27,48],"bezeichnet.":[28],"Eine":[29],"gr\u00f6\u00dften":[31],"Herausforderungen":[32],"bei":[33,161,178],"dieser":[34,68,79,91,123,130],"Aufgabe":[35,92,131],"die":[37,59,99,138,139,188,219],"vielf\u00e4ltige":[38],"Ambiguit\u00e4t.":[39],"Der":[40,150],"Prozess":[41],"Bilder":[42],"3D-Objekten":[44],"zu":[45,75,222,227],"erzeugen":[46],"genannt.":[49],"Allerdings":[50],"beeinflussen":[51],"sich":[52,265],"mehrere":[53],"Eigenschaften":[54],"wie":[55],"Form,":[56,189],"Beleuchtung":[57,192],"Reflektivit\u00e4t":[60],"Oberfl\u00e4che":[62],"gegenseitig.":[63],"Zus\u00e4tzlich":[64],"Integration":[67],"Einfl\u00fcsse":[69],"durchgef\u00fchrt,":[70],"um":[71],"das":[72],"endg\u00fcltige":[73],"Bild":[74],"erzeugen.":[76],"Umkehrung":[78],"integrierten":[80],"Abh\u00e4ngigkeiten":[81],"\u00e4u\u00dferst":[84],"schwierige":[85],"mehrdeutige":[87],"Aufgabenstellung.":[88],"L\u00f6sung":[90,129],"jedoch":[94,158],"entscheidender":[96],"Bedeutung,":[97],"da":[98,160],"automatisierte":[100],"solcher":[102],"wieder":[103],"beleuchtbaren":[104],"Objekte":[105,266],"verschiedene":[106],"Anwendungen":[107],"den":[109,230],"Bereichen":[110],"Online-Shopping,":[111],"Augmented":[112],"Reality":[113,116],"(AR),":[114],"Virtual":[115],"(VR),":[117],"Spiele":[118],"Filme":[120],"hat.":[121],"In":[122],"Arbeit":[124],"werden":[125,197],"zwei":[126,147],"Ans\u00e4tze":[127],"zur":[128],"beschrieben.":[132],"Erstens":[133],"Netzwerkarchitektur":[136],"vorgestellt,":[137],"Erfassung":[140],"eines":[141],"Objekts":[142],"dessen":[144],"Materialien":[145],"Aufnahmen":[148],"erm\u00f6glicht.":[149],"Grad":[151,184],"Blicksynthese":[153],"diesen":[155],"begrenzt,":[159],"Dekomposition":[163,258],"nur":[164],"einzige":[166],"Perspektive":[167],"verwendet":[168,212],"wird.":[169],"Daher":[170],"zweite":[173],"Reihe":[174],"Ans\u00e4tzen":[176],"vorgeschlagen,":[177],"denen":[179,264],"Sammlung":[181],"360":[183],"verteilten":[185],"Reflektanz":[190,226],"gespalten":[193],"werden.":[194,213],"Diese":[195],"Multi-View-Bilder":[196],"pro":[198],"Objekt":[199,203],"optimiert.":[200],"Das":[201],"resultierende":[202],"kann":[204],"direkt":[205],"handels\u00fcblicher":[207],"Rendering-Software":[208],"Spielen":[211],"Wir":[214],"erreichen":[215,253],"dies,":[216],"indem":[217],"wir":[218,235],"aktuelle":[220],"Forschung":[221],"neuronalen":[223],"Feldern":[224],"erweitern":[225],"speichern.":[228],"Durch":[229],"Einsatz":[231],"Volumen-Rendering-Techniken":[233],"k\u00f6nnen":[234],"ein":[236],"Reflektanzfeld":[237],"nat\u00fcrlichen":[239],"Bildsammlungen":[240],"ohne":[241],"jegliche":[242],"Ground":[243],"Truth":[244],"(GT)":[245],"\u00dcberwachung":[246],"optimieren.":[247],"uns":[250],"vorgeschlagenen":[251],"Methoden":[252],"erstklassige":[255],"Qualit\u00e4t":[256],"erm\u00f6glichen":[260],"neuartige":[261],"Aufnahmesituationen,":[262],"unter":[267],"verschiedenen":[268,272],"Beleuchtungsbedingungen":[269],"an":[271],"Orten":[273],"befinden":[274],"k\u00f6nnen,":[275],"was":[276],"\u00fcblich":[277],"f\u00fcr":[278],"Online-Bildsammlungen":[279],"ist.":[280]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}