{"id":"https://openalex.org/W4385062255","doi":"https://doi.org/10.1109/tcsi.2023.3293534","title":"Analysis and Design of Precision-Scalable Computation Array for Efficient Neural Radiance Field Rendering","display_name":"Analysis and Design of Precision-Scalable Computation Array for Efficient Neural Radiance Field Rendering","publication_year":2023,"publication_date":"2023-07-20","ids":{"openalex":"https://openalex.org/W4385062255","doi":"https://doi.org/10.1109/tcsi.2023.3293534"},"language":"en","primary_location":{"id":"doi:10.1109/tcsi.2023.3293534","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsi.2023.3293534","pdf_url":null,"source":{"id":"https://openalex.org/S116977442","display_name":"IEEE Transactions on Circuits and Systems I Regular Papers","issn_l":"1549-8328","issn":["1549-8328","1558-0806"],"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 Circuits and Systems I: Regular Papers","raw_type":"journal-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/A5030147928","display_name":"Kangjie Long","orcid":"https://orcid.org/0000-0001-9560-2132"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kangjie Long","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-9560-2132","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030149715","display_name":"Chaolin Rao","orcid":"https://orcid.org/0000-0003-2172-5361"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chaolin Rao","raw_affiliation_strings":["GGU Technology Company Ltd., Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-2172-5361","affiliations":[{"raw_affiliation_string":"GGU Technology Company Ltd., Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100937677","display_name":"Yunxiang He","orcid":null},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunxiang He","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102665177","display_name":"Zhechen Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhechen Yuan","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081772659","display_name":"Pingqiang Zhou","orcid":"https://orcid.org/0000-0001-9515-9302"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pingqiang Zhou","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-9515-9302","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101500646","display_name":"Jingyi Yu","orcid":"https://orcid.org/0000-0001-9198-6853"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingyi Yu","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-9198-6853","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063714836","display_name":"Xin Lou","orcid":"https://orcid.org/0000-0002-8499-5038"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Lou","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-8499-5038","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5030147928"],"corresponding_institution_ids":["https://openalex.org/I30809798"],"apc_list":null,"apc_paid":null,"fwci":0.5887,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.68405941,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"70","issue":"11","first_page":"4260","last_page":"4270"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.993399977684021,"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":0.993399977684021,"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":0.9902999997138977,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9819999933242798,"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":0.7987914085388184},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.7412109375},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.7305225133895874},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6978392004966736},{"id":"https://openalex.org/keywords/radiance","display_name":"Radiance","score":0.5264628529548645},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.44561976194381714},{"id":"https://openalex.org/keywords/graphics-processing-unit","display_name":"Graphics processing unit","score":0.4288172721862793},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics","score":0.413800984621048},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3775709271430969},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3740685284137726},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.35669851303100586},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.27366501092910767},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.15691176056861877}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7987914085388184},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.7412109375},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.7305225133895874},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6978392004966736},{"id":"https://openalex.org/C23690007","wikidata":"https://www.wikidata.org/wiki/Q1411145","display_name":"Radiance","level":2,"score":0.5264628529548645},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.44561976194381714},{"id":"https://openalex.org/C2779851693","wikidata":"https://www.wikidata.org/wiki/Q183484","display_name":"Graphics processing unit","level":2,"score":0.4288172721862793},{"id":"https://openalex.org/C77660652","wikidata":"https://www.wikidata.org/wiki/Q150971","display_name":"Computer graphics","level":2,"score":0.413800984621048},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3775709271430969},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3740685284137726},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.35669851303100586},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.27366501092910767},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.15691176056861877},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsi.2023.3293534","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsi.2023.3293534","pdf_url":null,"source":{"id":"https://openalex.org/S116977442","display_name":"IEEE Transactions on Circuits and Systems I Regular Papers","issn_l":"1549-8328","issn":["1549-8328","1558-0806"],"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 Circuits and Systems I: Regular Papers","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G1449840951","display_name":null,"funder_award_id":"21QC1401400","funder_id":"https://openalex.org/F4320327803","funder_display_name":"Shanghai Rising-Star Program"}],"funders":[{"id":"https://openalex.org/F4320327803","display_name":"Shanghai Rising-Star Program","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1971026372","https://openalex.org/W2593564159","https://openalex.org/W2594492285","https://openalex.org/W2912581782","https://openalex.org/W2946572707","https://openalex.org/W2963367920","https://openalex.org/W2964504576","https://openalex.org/W3019166713","https://openalex.org/W3092203888","https://openalex.org/W3140854437","https://openalex.org/W3175488633","https://openalex.org/W3195997474","https://openalex.org/W3203806429","https://openalex.org/W3214712237","https://openalex.org/W4200150166","https://openalex.org/W4214564891","https://openalex.org/W4214661523","https://openalex.org/W4229056714","https://openalex.org/W4280493494","https://openalex.org/W4302011281","https://openalex.org/W4311806033","https://openalex.org/W4312568777","https://openalex.org/W4312679369","https://openalex.org/W4318620845","https://openalex.org/W6734592959","https://openalex.org/W6781421651","https://openalex.org/W6845830698","https://openalex.org/W6849264802"],"related_works":["https://openalex.org/W2896728493","https://openalex.org/W2043512367","https://openalex.org/W2392142157","https://openalex.org/W4321518006","https://openalex.org/W2331836163","https://openalex.org/W2005276308","https://openalex.org/W2349443037","https://openalex.org/W1994657804","https://openalex.org/W2047902375","https://openalex.org/W2044956415"],"abstract_inverted_index":{"Neural":[0],"Radiance":[1],"Field":[2],"(NeRF),":[3],"a":[4,59],"disruptive":[5],"method":[6],"for":[7,83,141,160],"3D":[8],"representation":[9,39],"and":[10,21,76,115,122],"rendering,":[11],"is":[12,36],"extremely":[13],"popular":[14],"in":[15,24],"the":[16,25,46,50,53,64,78,104,117,128,137],"field":[17],"of":[18,33,52,66,80,106],"computer":[19,22],"graphics":[20],"vision":[23],"past":[26],"three":[27],"years.":[28],"The":[29,145],"most":[30],"distinctive":[31],"feature":[32],"NeRF":[34,67,84,142],"models":[35,47],"their":[37],"scene":[38],"property,":[40],"making":[41],"it":[42],"possible":[43],"to":[44,49,62],"quantize":[45],"according":[48],"complexity":[51],"representing":[54],"scenes.":[55],"This":[56],"paper":[57],"proposes":[58],"novel":[60],"approach":[61,140],"improve":[63],"efficiency":[65,151],"rendering":[68,143],"by":[69,156],"adopting":[70],"precision-scalable":[71,98,108,158],"computation.":[72],"We":[73,125],"first":[74],"analyze":[75],"validate":[77],"idea":[79],"scene-dependent":[81],"quantization":[82],"models.":[85],"Based":[86],"on":[87],"that,":[88],"we":[89,111],"further":[90],"propose":[91],"look-up":[92],"table":[93],"(LUT)":[94],"processing":[95],"element":[96],"(PE)-based":[97],"computation":[99,159],"unit":[100],"designs.":[101],"To":[102],"evaluate":[103],"performance":[105],"different":[107],"computing":[109],"units,":[110],"implement":[112],"these":[113],"designs":[114,130],"compare":[116,127],"corresponding":[118],"area,":[119],"power,":[120],"speed":[121],"energy":[123,150],"efficiency.":[124],"also":[126],"proposed":[129],"with":[131],"existing":[132],"approaches":[133],"as":[134,136],"well":[135],"fixed":[138],"precision":[139],"tasks.":[144],"comparison":[146],"results":[147],"show":[148],"that":[149],"can":[152],"be":[153],"significantly":[154],"improved":[155],"using":[157],"NeRF.":[161]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
