{"id":"https://openalex.org/W4405580720","doi":"https://doi.org/10.1007/s40747-024-01696-6","title":"Rugularizing generalizable neural radiance field with limited-view images","display_name":"Rugularizing generalizable neural radiance field with limited-view images","publication_year":2024,"publication_date":"2024-12-19","ids":{"openalex":"https://openalex.org/W4405580720","doi":"https://doi.org/10.1007/s40747-024-01696-6"},"language":"en","primary_location":{"id":"doi:10.1007/s40747-024-01696-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01696-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01696-6.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01696-6.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059618326","display_name":"Wei Sun","orcid":"https://orcid.org/0000-0002-6705-1326"},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Sun","raw_affiliation_strings":["National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, Xi\u2019an, China","School of Computer Science and Technology, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, Xi\u2019an, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science and Technology, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210136859"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112941257","display_name":"Ruijia Cui","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruijia Cui","raw_affiliation_strings":["School of Computer Science and Technology, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210136859"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071711268","display_name":"Qianzhou Wang","orcid":"https://orcid.org/0009-0005-4985-9478"},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qianzhou Wang","raw_affiliation_strings":["School of Computer Science and Technology, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210136859"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101554603","display_name":"Xianguang Kong","orcid":"https://orcid.org/0000-0003-1766-8034"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianguang Kong","raw_affiliation_strings":["School of Mechano-Electronic Engineering, Xidian University, Xi\u2019an, China"],"affiliations":[{"raw_affiliation_string":"School of Mechano-Electronic Engineering, Xidian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028235866","display_name":"Yanning Zhang","orcid":"https://orcid.org/0000-0002-2977-8057"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanning Zhang","raw_affiliation_strings":["National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, Xi\u2019an, China","School of Computer Science and Engineering, Northwestern Polytechnical University, Xi\u2019an, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, Xi\u2019an, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science and Engineering, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5059618326"],"corresponding_institution_ids":["https://openalex.org/I4210136859"],"apc_list":{"value":1320,"currency":"GBP","value_usd":1619},"apc_paid":{"value":1320,"currency":"GBP","value_usd":1619},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.46287193,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"11","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9987999796867371,"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":0.9987999796867371,"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10427","display_name":"Visual perception and processing mechanisms","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/radiance","display_name":"Radiance","score":0.8730309009552002},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.7459389567375183},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5984079837799072},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5738139152526855},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5008518695831299},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4422643184661865},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3456208109855652},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3338019847869873},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2066883146762848},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14468050003051758}],"concepts":[{"id":"https://openalex.org/C23690007","wikidata":"https://www.wikidata.org/wiki/Q1411145","display_name":"Radiance","level":2,"score":0.8730309009552002},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.7459389567375183},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5984079837799072},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5738139152526855},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5008518695831299},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4422643184661865},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3456208109855652},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3338019847869873},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2066883146762848},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14468050003051758},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s40747-024-01696-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01696-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01696-6.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:41a5ceee835d434a835d97dc22373e5c","is_oa":true,"landing_page_url":"https://doaj.org/article/41a5ceee835d434a835d97dc22373e5c","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complex & Intelligent Systems, Vol 11, Iss 1, Pp 1-12 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s40747-024-01696-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01696-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01696-6.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1038248399","display_name":null,"funder_award_id":"62201458","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2201885885","display_name":null,"funder_award_id":"2022JQ-577","funder_id":"https://openalex.org/F4320324173","funder_display_name":"Natural Science Foundation of Shaanxi Province"},{"id":"https://openalex.org/G4001102378","display_name":null,"funder_award_id":"201458","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4589748232","display_name":null,"funder_award_id":"61901384","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5640571312","display_name":null,"funder_award_id":"23KJ0669","funder_id":"https://openalex.org/F4320325627","funder_display_name":"Education Department of Shaanxi Province"},{"id":"https://openalex.org/G6028618297","display_name":null,"funder_award_id":"2022JQ-577, 2024JC-YBQN-0651","funder_id":"https://openalex.org/F4320324173","funder_display_name":"Natural Science Foundation of Shaanxi Province"},{"id":"https://openalex.org/G6509888992","display_name":null,"funder_award_id":"61231016","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7624368169","display_name":null,"funder_award_id":"62201458, 61901384, 61231016","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7819260696","display_name":null,"funder_award_id":"2022JQ","funder_id":"https://openalex.org/F4320324173","funder_display_name":"Natural Science Foundation of Shaanxi Province"},{"id":"https://openalex.org/G8592184190","display_name":"Laboratory Research Facilities for Paleoecology,  Paleonthology, and Related Aspects of Isotope Geochemistry;","funder_award_id":"6220145","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324173","display_name":"Natural Science Foundation of Shaanxi Province","ror":null},{"id":"https://openalex.org/F4320325367","display_name":"Xi'an University of Posts and Telecommunications","ror":null},{"id":"https://openalex.org/F4320325627","display_name":"Education Department of Shaanxi Province","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4405580720.pdf","grobid_xml":"https://content.openalex.org/works/W4405580720.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W1488812736","https://openalex.org/W1970714520","https://openalex.org/W2085905957","https://openalex.org/W2139331573","https://openalex.org/W2342277278","https://openalex.org/W2471962767","https://openalex.org/W2551052086","https://openalex.org/W2554759989","https://openalex.org/W2758175304","https://openalex.org/W2769725908","https://openalex.org/W2888702972","https://openalex.org/W2901982540","https://openalex.org/W2962785568","https://openalex.org/W2962793285","https://openalex.org/W2962849139","https://openalex.org/W2963627347","https://openalex.org/W2963926543","https://openalex.org/W2964227007","https://openalex.org/W2964288609","https://openalex.org/W2990578762","https://openalex.org/W3034259269","https://openalex.org/W3034964128","https://openalex.org/W3034968345","https://openalex.org/W3109244019","https://openalex.org/W3117476483","https://openalex.org/W3172568571","https://openalex.org/W3176368002","https://openalex.org/W3177963522","https://openalex.org/W3186630079","https://openalex.org/W3202343472","https://openalex.org/W3202995573","https://openalex.org/W3203570626","https://openalex.org/W3204859697","https://openalex.org/W3215769467","https://openalex.org/W3216476011","https://openalex.org/W4200150166","https://openalex.org/W4311510888","https://openalex.org/W4312539440","https://openalex.org/W4312969460","https://openalex.org/W4385490101","https://openalex.org/W4386065515","https://openalex.org/W4386065790"],"related_works":["https://openalex.org/W2896728493","https://openalex.org/W2392142157","https://openalex.org/W2043512367","https://openalex.org/W4321518006","https://openalex.org/W2331836163","https://openalex.org/W2024462231","https://openalex.org/W2157702764","https://openalex.org/W2508448752","https://openalex.org/W3121674823","https://openalex.org/W2571077957"],"abstract_inverted_index":{"We":[0],"present":[1],"a":[2,33,43,82,87],"novel":[3],"learning":[4],"model":[5,31,85],"with":[6,26,155],"attention":[7,79],"and":[8,65,73,98,118],"prior":[9,88],"guidance":[10],"for":[11,23,61],"view":[12,121],"synthesis.":[13],"In":[14],"contrast":[15],"to":[16,38,150],"previous":[17,133],"works":[18],"that":[19,111],"focus":[20],"on":[21,106],"optimizing":[22],"specific":[24],"scenes":[25,117],"densely":[27],"captured":[28],"views,":[29],"our":[30,56,112,137],"explores":[32],"generic":[34],"deep":[35],"neural":[36],"framework":[37],"reconstruct":[39],"radiance":[40,101,139],"fields":[41],"from":[42,53,69],"limited":[44],"number":[45],"of":[46,94,132],"input":[47,127],"views.":[48],"To":[49],"address":[50],"challenges":[51],"arising":[52],"under-constrained":[54],"conditions,":[55],"approach":[57,113],"employs":[58],"cost":[59],"volumes":[60],"geometry-aware":[62],"scene":[63,90,149],"reasoning,":[64],"integrates":[66],"relevant":[67],"knowledge":[68],"the":[70,74,95,130,147],"ray-cast":[71],"space":[72,76],"surrounding-view":[75],"using":[77,124],"an":[78],"model.":[80],"Additionally,":[81],"denoising":[83],"diffusion":[84],"learns":[86],"over":[89],"color,":[91],"facilitating":[92],"regularization":[93],"training":[96],"process":[97],"enabling":[99],"high-quality":[100],"field":[102,140],"reconstruction.":[103],"Experimental":[104],"results":[105,123,154],"diverse":[107],"benchmark":[108],"datasets":[109],"demonstrate":[110],"can":[114,141],"generalize":[115],"across":[116],"produce":[119],"realistic":[120],"synthesis":[122],"only":[125],"three":[126],"images,":[128],"surpassing":[129],"performance":[131],"state-of-the-art":[134],"methods.":[135],"Moreover,":[136],"reconstructed":[138],"be":[142,162],"effectively":[143],"optimized":[144],"by":[145],"fine-tuning":[146],"target":[148],"achieve":[151],"higher":[152],"quality":[153],"reduced":[156],"optimization":[157],"time.":[158],"The":[159],"code":[160],"will":[161],"released":[163],"at":[164],"https://github.com/dsdefv/nerf":[165],".":[166]},"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}