{"id":"https://openalex.org/W6903623474","doi":"https://doi.org/10.13016/byyk-qzwm","title":"Neural Rendering Techniques for Photo-realistic Image Generation and Novel View Synthesis","display_name":"Neural Rendering Techniques for Photo-realistic Image Generation and Novel View Synthesis","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W6903623474","doi":"https://doi.org/10.13016/byyk-qzwm"},"language":"en","primary_location":{"id":"doi:10.13016/byyk-qzwm","is_oa":true,"landing_page_url":"https://doi.org/10.13016/byyk-qzwm","pdf_url":null,"source":{"id":"https://openalex.org/S4306402644","display_name":"Digital Repository at the University of Maryland (University of Maryland College Park)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66946132","host_organization_name":"University of Maryland, College Park","host_organization_lineage":["https://openalex.org/I66946132"],"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":null},"type":"other","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.13016/byyk-qzwm","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Meshry, Moustafa","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Meshry, Moustafa","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"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":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.8633000254631042},{"id":"https://openalex.org/keywords/image-translation","display_name":"Image translation","score":0.7296000123023987},{"id":"https://openalex.org/keywords/sketch","display_name":"Sketch","score":0.6762999892234802},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5216000080108643},{"id":"https://openalex.org/keywords/texture-synthesis","display_name":"Texture synthesis","score":0.42590001225471497},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.40860000252723694},{"id":"https://openalex.org/keywords/view-synthesis","display_name":"View synthesis","score":0.3991999924182892},{"id":"https://openalex.org/keywords/image-synthesis","display_name":"Image synthesis","score":0.39820000529289246},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3799999952316284}],"concepts":[{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.8633000254631042},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8051000237464905},{"id":"https://openalex.org/C2779757391","wikidata":"https://www.wikidata.org/wiki/Q6002292","display_name":"Image translation","level":3,"score":0.7296000123023987},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6797000169754028},{"id":"https://openalex.org/C2779231336","wikidata":"https://www.wikidata.org/wiki/Q7534724","display_name":"Sketch","level":2,"score":0.6762999892234802},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5260999798774719},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5216000080108643},{"id":"https://openalex.org/C50494287","wikidata":"https://www.wikidata.org/wiki/Q658467","display_name":"Texture synthesis","level":5,"score":0.42590001225471497},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.40860000252723694},{"id":"https://openalex.org/C2776449333","wikidata":"https://www.wikidata.org/wiki/Q7928781","display_name":"View synthesis","level":3,"score":0.3991999924182892},{"id":"https://openalex.org/C2989087649","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Image synthesis","level":3,"score":0.39820000529289246},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3799999952316284},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.3594000041484833},{"id":"https://openalex.org/C44185422","wikidata":"https://www.wikidata.org/wiki/Q6002064","display_name":"Image-based modeling and rendering","level":3,"score":0.35089999437332153},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.3262999951839447},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3179999887943268},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.3059999942779541},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.29919999837875366},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.29429998993873596},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.2906999886035919},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.28189998865127563},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.2587999999523163},{"id":"https://openalex.org/C2987933465","wikidata":"https://www.wikidata.org/wiki/Q141130","display_name":"Image manipulation","level":3,"score":0.2581999897956848},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.2574999928474426}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.13016/byyk-qzwm","is_oa":true,"landing_page_url":"https://doi.org/10.13016/byyk-qzwm","pdf_url":null,"source":{"id":"https://openalex.org/S4306402644","display_name":"Digital Repository at the University of Maryland (University of Maryland College Park)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66946132","host_organization_name":"University of Maryland, College Park","host_organization_lineage":["https://openalex.org/I66946132"],"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":null}],"best_oa_location":{"id":"doi:10.13016/byyk-qzwm","is_oa":true,"landing_page_url":"https://doi.org/10.13016/byyk-qzwm","pdf_url":null,"source":{"id":"https://openalex.org/S4306402644","display_name":"Digital Repository at the University of Maryland (University of Maryland College Park)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66946132","host_organization_name":"University of Maryland, College Park","host_organization_lineage":["https://openalex.org/I66946132"],"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":null},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.5442789793014526,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Recent":[0],"advances":[1],"in":[2,215,264],"deep":[3],"generative":[4,77],"models":[5,63,118],"have":[6],"enabled":[7],"computers":[8],"to":[9,50,72,85,88,98,114,184,224,230,279,308,322],"imagine":[10],"and":[11,27,64,69,76,151,176,179,193,209,211,220,226,246,259,298,310,314,334,350,357],"generate":[12,32],"fictional":[13],"images":[14,33,251],"from":[15,173],"any":[16],"given":[17],"distribution":[18],"of":[19,58,92,104,123,145,217,254,326,339],"images.":[20,52,317],"Techniques":[21],"like":[22],"Generative":[23],"Adversarial":[24],"Networks":[25],"(GANs)":[26],"image-to-image":[28],"(I2I)":[29],"translation":[30,168,228,261],"can":[31,139],"by":[34],"mapping":[35],"a":[36,44,47,129,134,137,174,195,288,291,295],"random":[37],"noise":[38],"or":[39,46,136,252,294],"an":[40],"input":[41],"image":[42,116,124,127,187,203,281],"(e.g.,":[43,148,287],"sketch":[45],"semantic":[48],"map)":[49],"photo-realistic":[51,316,336],"However,":[53,257],"there":[54],"are":[55],"still":[56],"plenty":[57],"challenges":[59],"regarding":[60],"training":[61,115,181,207],"such":[62,132,241,271],"improving":[65],"their":[66,180,268,312],"output":[67,218],"quality":[68,219],"diversity.":[70,221],"Furthermore,":[71],"harness":[73],"this":[74,191,275],"imaginative":[75],"power":[78],"for":[79,96,270],"solving":[80],"real-world":[81],"applications,":[82],"we":[83,277,299],"need":[84],"be":[86,140],"able":[87],"control":[89,158,233],"different":[90,146,331,348],"aspects":[91],"the":[93,100,120,160,206,213,235,324],"rendering":[94,236],"process;":[95],"example":[97],"specify":[99],"content":[101],"and/or":[102],"style":[103,196],"generated":[105,141,161],"images,":[106],"camera":[107],"pose,":[108],"lighting,":[109,150],"...":[110],"etc.":[111],"One":[112],"challenge":[113,223],"generation":[117],"is":[119,182,229],"multi-modal":[121,166],"nature":[122],"synthesis.":[125],"An":[126],"with":[128,142,304,342],"specific":[130,183],"content,":[131],"as":[133,242],"cat":[135],"car,":[138],"countless":[143],"choices":[144],"styles":[147],"colors,":[149],"local":[152],"texture":[153],"details).":[154],"To":[155,273],"enable":[156],"user":[157],"over":[159,234],"style,":[162],"previous":[163],"works":[164],"train":[165],"I2I":[167,227,260],"networks,":[169],"but":[170],"they":[171],"suffer":[172],"complicated":[175],"slow":[177],"training,":[178],"one":[185],"target":[186],"domain.":[188],"We":[189,318],"address":[190,274],"limitation":[192],"propose":[194,278],"pre-training":[197],"strategy":[198],"that":[199],"generalizes":[200],"across":[201],"many":[202],"domains,":[204],"improves":[205,212],"stability":[208],"speed,":[210],"performance":[214],"terms":[216],"Another":[222],"GANs":[225,258],"provide":[231],"3D":[232,255],"process.":[237],"For":[238],"example,":[239],"applications":[240],"AR/VR,":[243],"virtual":[244],"tours":[245],"telepresence":[247],"require":[248],"generating":[249],"consistent":[250],"videos":[253],"environments.":[256],"mainly":[262],"operate":[263],"2D,":[265],"which":[266],"limits":[267],"use":[269],"applications.":[272],"limitation,":[276],"condition":[280],"synthesis":[282,329],"on":[283],"coarse":[284,292],"geometric":[285],"proxies":[286,303],"point":[289],"cloud,":[290],"mesh,":[293],"voxel":[296],"grid),":[297],"augment":[300],"these":[301],"rough":[302],"machine":[305],"learned":[306],"components":[307],"fix":[309],"compliment":[311],"artifacts":[313],"render":[315],"apply":[319],"our":[320],"proposal":[321],"solve":[323],"task":[325],"novel":[327,337,354],"view":[328],"under":[330,347,353],"challenging":[332],"settings,":[333],"show":[335],"views":[338],"complex":[340],"scenes":[341],"multiple":[343],"objects,":[344],"tourist":[345],"landmarks":[346],"appearances,":[349],"human":[351],"subjects":[352],"head":[355],"poses":[356],"facial":[358],"expressions.":[359]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2025-10-10T00:00:00"}
