{"id":"https://openalex.org/W4400581996","doi":"https://doi.org/10.1145/3641519.3657416","title":"BoostMVSNeRFs: Boosting MVS-based NeRFs to Generalizable View Synthesis in Large-scale Scenes","display_name":"BoostMVSNeRFs: Boosting MVS-based NeRFs to Generalizable View Synthesis in Large-scale Scenes","publication_year":2024,"publication_date":"2024-07-12","ids":{"openalex":"https://openalex.org/W4400581996","doi":"https://doi.org/10.1145/3641519.3657416"},"language":"en","primary_location":{"id":"doi:10.1145/3641519.3657416","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3641519.3657416","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Special Interest Group on Computer Graphics and Interactive Techniques Conference Conference Papers","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3641519.3657416","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101373716","display_name":"Chih-Hai Su","orcid":"https://orcid.org/0009-0002-8500-9161"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chih-Hai Su","raw_affiliation_strings":["National Yang Ming Chiao Tung University, Taiwan"],"raw_orcid":"https://orcid.org/0009-0002-8500-9161","affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020358535","display_name":"Chih-Yao Hu","orcid":"https://orcid.org/0009-0008-5968-6322"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chih-Yao Hu","raw_affiliation_strings":["National Taiwan University, Taiwan"],"raw_orcid":"https://orcid.org/0009-0008-5968-6322","affiliations":[{"raw_affiliation_string":"National Taiwan University, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039176576","display_name":"Shr-Ruei Tsai","orcid":"https://orcid.org/0009-0002-2707-0095"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shr-Ruei Tsai","raw_affiliation_strings":["National Yang Ming Chiao Tung University, Taiwan"],"raw_orcid":"https://orcid.org/0009-0002-2707-0095","affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033393301","display_name":"Jie-Ying Lee","orcid":"https://orcid.org/0009-0008-0826-4664"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jie-Ying Lee","raw_affiliation_strings":["National Yang Ming Chiao Tung University, Taiwan"],"raw_orcid":"https://orcid.org/0009-0008-0826-4664","affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056054889","display_name":"Chin-Yang Lin","orcid":"https://orcid.org/0009-0007-1945-2014"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chin-Yang Lin","raw_affiliation_strings":["National Yang Ming Chiao Tung University, Taiwan"],"raw_orcid":"https://orcid.org/0009-0007-1945-2014","affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101674908","display_name":"Yu-Lun Liu","orcid":"https://orcid.org/0000-0002-7561-6884"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Lun Liu","raw_affiliation_strings":["National Yang Ming Chiao Tung University, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-7561-6884","affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2187,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.47768684,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998000264167786,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998000264167786,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9997000098228455,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.998199999332428,"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/boosting","display_name":"Boosting (machine learning)","score":0.8522613048553467},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6697536706924438},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5274562835693359},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3901154696941376},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09911233186721802},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.06939521431922913}],"concepts":[{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.8522613048553467},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6697536706924438},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5274562835693359},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3901154696941376},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09911233186721802},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.06939521431922913}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3641519.3657416","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3641519.3657416","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Special Interest Group on Computer Graphics and Interactive Techniques Conference Conference Papers","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3641519.3657416","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3641519.3657416","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Special Interest Group on Computer Graphics and Interactive Techniques Conference Conference Papers","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W309515887","https://openalex.org/W2028687412","https://openalex.org/W2133665775","https://openalex.org/W2158037930","https://openalex.org/W2883907768","https://openalex.org/W2926429807","https://openalex.org/W2942074357","https://openalex.org/W2943445277","https://openalex.org/W2962785568","https://openalex.org/W2963557767","https://openalex.org/W2964288609","https://openalex.org/W2982169158","https://openalex.org/W3034528136","https://openalex.org/W3034801905","https://openalex.org/W3108325989","https://openalex.org/W3109244019","https://openalex.org/W3109585842","https://openalex.org/W3167914619","https://openalex.org/W3172568571","https://openalex.org/W3184952021","https://openalex.org/W3202995573","https://openalex.org/W3215589927","https://openalex.org/W3215769467","https://openalex.org/W3215927878","https://openalex.org/W4200313684","https://openalex.org/W4214564891","https://openalex.org/W4288242633","https://openalex.org/W4312477504","https://openalex.org/W4312969460","https://openalex.org/W4313154783","https://openalex.org/W4367692212","https://openalex.org/W4385482711","https://openalex.org/W4385490099","https://openalex.org/W4386065515","https://openalex.org/W4386072012","https://openalex.org/W4386075959","https://openalex.org/W4390872696","https://openalex.org/W4393158649","https://openalex.org/W6600031136","https://openalex.org/W6600310816","https://openalex.org/W6601158483"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2125652721","https://openalex.org/W1540371141","https://openalex.org/W4231274751","https://openalex.org/W1549363203","https://openalex.org/W2154063878","https://openalex.org/W2556012038","https://openalex.org/W1489772951","https://openalex.org/W1538046993"],"abstract_inverted_index":{"While":[0],"Neural":[1],"Radiance":[2],"Fields":[3],"(NeRFs)":[4],"have":[5],"demonstrated":[6],"exceptional":[7],"quality,":[8],"their":[9],"protracted":[10],"training":[11,24,95],"duration":[12],"remains":[13],"a":[14,34,77,105],"limitation.":[15],"Generalizable":[16],"and":[17,63,82,96,144],"MVS-based":[18,45,55,101],"NeRFs,":[19],"although":[20],"capable":[21],"of":[22,44,128,153],"mitigating":[23],"time,":[25],"often":[26],"incur":[27],"tradeoffs":[28],"in":[29,47,54,104,141],"quality.":[30,111],"This":[31],"paper":[32],"presents":[33],"novel":[35],"approach":[36,114],"called":[37],"BoostMVSNeRFs":[38,154],"to":[39,66,99,108],"enhance":[40],"the":[41,126,150],"rendering":[42,110,138],"quality":[43,139],"NeRFs":[46],"large-scale":[48,134,142],"scenes.":[49,123],"We":[50,124,148],"first":[51],"identify":[52],"limitations":[53,74],"NeRF":[56,102],"methods,":[57],"such":[58],"as":[59],"restricted":[60],"viewport":[61],"coverage":[62],"artifacts":[64],"due":[65],"limited":[67],"input":[68],"views.":[69],"Then,":[70],"we":[71],"address":[72],"these":[73],"by":[75],"proposing":[76],"new":[78],"method":[79,91,130],"that":[80],"selects":[81],"combines":[83],"multiple":[84],"cost":[85],"volumes":[86],"during":[87],"volume":[88],"rendering.":[89],"Our":[90],"does":[92],"not":[93],"require":[94],"can":[97],"adapt":[98],"any":[100],"methods":[103],"feed-forward":[106],"fashion":[107],"improve":[109],"Furthermore,":[112],"our":[113,129],"is":[115],"also":[116],"end-to-end":[117],"trainable,":[118],"allowing":[119],"fine-tuning":[120],"on":[121,133],"specific":[122],"demonstrate":[125],"effectiveness":[127],"through":[131],"experiments":[132],"datasets,":[135],"showing":[136],"significant":[137],"improvements":[140],"scenes":[143],"unbounded":[145],"outdoor":[146],"scenarios.":[147],"release":[149],"source":[151],"code":[152],"at":[155],"https://su-terry.github.io/BoostMVSNeRFs.":[156]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}