{"id":"https://openalex.org/W4390752814","doi":"https://doi.org/10.3390/rs16020301","title":"Comparative Assessment of Neural Radiance Fields and Photogrammetry in Digital Heritage: Impact of Varying Image Conditions on 3D Reconstruction","display_name":"Comparative Assessment of Neural Radiance Fields and Photogrammetry in Digital Heritage: Impact of Varying Image Conditions on 3D Reconstruction","publication_year":2024,"publication_date":"2024-01-11","ids":{"openalex":"https://openalex.org/W4390752814","doi":"https://doi.org/10.3390/rs16020301"},"language":"en","primary_location":{"id":"doi:10.3390/rs16020301","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16020301","pdf_url":"https://www.mdpi.com/2072-4292/16/2/301/pdf?version=1704977532","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/16/2/301/pdf?version=1704977532","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055542561","display_name":"Valeria Croce","orcid":"https://orcid.org/0000-0001-9601-3145"},"institutions":[{"id":"https://openalex.org/I190861549","display_name":"Arts et M\u00e9tiers","ror":"https://ror.org/018pp1107","country_code":"FR","type":"education","lineage":["https://openalex.org/I190752583","https://openalex.org/I190861549","https://openalex.org/I4210134562"]},{"id":"https://openalex.org/I4210151275","display_name":"Laboratoire d\u2019Ing\u00e9nierie des Syst\u00e8mes Physiques et Num\u00e9riques","ror":"https://ror.org/055449294","country_code":"FR","type":"facility","lineage":["https://openalex.org/I190752583","https://openalex.org/I190861549","https://openalex.org/I4210134562","https://openalex.org/I4210151275"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Valeria Croce","raw_affiliation_strings":["LISPEN EA 7515, Arts et M\u00e9tiers Institute of Technology, 13100 Aix-en-Provence, France"],"affiliations":[{"raw_affiliation_string":"LISPEN EA 7515, Arts et M\u00e9tiers Institute of Technology, 13100 Aix-en-Provence, France","institution_ids":["https://openalex.org/I4210151275","https://openalex.org/I190861549"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039493576","display_name":"Dario Billi","orcid":"https://orcid.org/0000-0003-0210-6119"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Dario Billi","raw_affiliation_strings":["Department of Civil and Industrial Engineering, ASTRO Laboratory, University of Pisa, 56122 Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Civil and Industrial Engineering, ASTRO Laboratory, University of Pisa, 56122 Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042830515","display_name":"Gabriella Caroti","orcid":"https://orcid.org/0000-0002-3065-0616"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Gabriella Caroti","raw_affiliation_strings":["Department of Civil and Industrial Engineering, ASTRO Laboratory, University of Pisa, 56122 Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Civil and Industrial Engineering, ASTRO Laboratory, University of Pisa, 56122 Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025190584","display_name":"Andrea Piemonte","orcid":"https://orcid.org/0000-0002-0582-5314"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Piemonte","raw_affiliation_strings":["Department of Civil and Industrial Engineering, ASTRO Laboratory, University of Pisa, 56122 Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Civil and Industrial Engineering, ASTRO Laboratory, University of Pisa, 56122 Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023142745","display_name":"Livio De Luca","orcid":"https://orcid.org/0000-0003-0656-3165"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210136988","display_name":"D\u00e9l\u00e9gation Provence et Corse","ror":"https://ror.org/049qgqg40","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210136988","https://openalex.org/I4210139971"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Livio De Luca","raw_affiliation_strings":["UMR MAP 3495 CNRS/MC, Campus CNRS Joseph-Aiguier, 13402 Marseille, France"],"affiliations":[{"raw_affiliation_string":"UMR MAP 3495 CNRS/MC, Campus CNRS Joseph-Aiguier, 13402 Marseille, France","institution_ids":["https://openalex.org/I4210136988","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080778019","display_name":"P. V\u00e9ron","orcid":"https://orcid.org/0000-0002-4062-2432"},"institutions":[{"id":"https://openalex.org/I190861549","display_name":"Arts et M\u00e9tiers","ror":"https://ror.org/018pp1107","country_code":"FR","type":"education","lineage":["https://openalex.org/I190752583","https://openalex.org/I190861549","https://openalex.org/I4210134562"]},{"id":"https://openalex.org/I4210151275","display_name":"Laboratoire d\u2019Ing\u00e9nierie des Syst\u00e8mes Physiques et Num\u00e9riques","ror":"https://ror.org/055449294","country_code":"FR","type":"facility","lineage":["https://openalex.org/I190752583","https://openalex.org/I190861549","https://openalex.org/I4210134562","https://openalex.org/I4210151275"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Philippe V\u00e9ron","raw_affiliation_strings":["LISPEN EA 7515, Arts et M\u00e9tiers Institute of Technology, 13100 Aix-en-Provence, France"],"affiliations":[{"raw_affiliation_string":"LISPEN EA 7515, Arts et M\u00e9tiers Institute of Technology, 13100 Aix-en-Provence, France","institution_ids":["https://openalex.org/I4210151275","https://openalex.org/I190861549"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5042830515"],"corresponding_institution_ids":["https://openalex.org/I108290504"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":40.7167,"has_fulltext":true,"cited_by_count":50,"citation_normalized_percentile":{"value":0.99922904,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"16","issue":"2","first_page":"301","last_page":"301"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9944999814033508,"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":0.9933000206947327,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/photogrammetry","display_name":"Photogrammetry","score":0.8507624864578247},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.715411365032196},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6972470879554749},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5694582462310791},{"id":"https://openalex.org/keywords/cultural-heritage","display_name":"Cultural heritage","score":0.5311426520347595},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.5142790675163269},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4692504405975342},{"id":"https://openalex.org/keywords/3d-reconstruction","display_name":"3D reconstruction","score":0.45694786310195923},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1783263087272644}],"concepts":[{"id":"https://openalex.org/C117455697","wikidata":"https://www.wikidata.org/wiki/Q190149","display_name":"Photogrammetry","level":2,"score":0.8507624864578247},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.715411365032196},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6972470879554749},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5694582462310791},{"id":"https://openalex.org/C60671577","wikidata":"https://www.wikidata.org/wiki/Q210272","display_name":"Cultural heritage","level":2,"score":0.5311426520347595},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.5142790675163269},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4692504405975342},{"id":"https://openalex.org/C109950114","wikidata":"https://www.wikidata.org/wiki/Q4464732","display_name":"3D reconstruction","level":2,"score":0.45694786310195923},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1783263087272644},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/rs16020301","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16020301","pdf_url":"https://www.mdpi.com/2072-4292/16/2/301/pdf?version=1704977532","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04930231v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04930231","pdf_url":null,"source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, 2024, 16 (2), pp.301. &#x27E8;10.3390/rs16020301&#x27E9;","raw_type":"Journal articles"},{"id":"pmh:oai:arpi.unipi.it:11568/1218448","is_oa":true,"landing_page_url":"https://hdl.handle.net/11568/1218448","pdf_url":null,"source":{"id":"https://openalex.org/S4377196265","display_name":"CINECA IRIS Institutial research information system (University of Pisa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I108290504","host_organization_name":"University of Pisa","host_organization_lineage":["https://openalex.org/I108290504"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:473bc5cd36d44320becdaf2638741859","is_oa":true,"landing_page_url":"https://doaj.org/article/473bc5cd36d44320becdaf2638741859","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":"Remote Sensing, Vol 16, Iss 2, p 301 (2024)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/16/2/301/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs16020301","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs16020301","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16020301","pdf_url":"https://www.mdpi.com/2072-4292/16/2/301/pdf?version=1704977532","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.8199999928474426,"display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G4973929103","display_name":null,"funder_award_id":"funding","funder_id":"https://openalex.org/F4320322892","funder_display_name":"Centre National de la Recherche Scientifique"},{"id":"https://openalex.org/G7758152977","display_name":null,"funder_award_id":"support","funder_id":"https://openalex.org/F4320322892","funder_display_name":"Centre National de la Recherche Scientifique"}],"funders":[{"id":"https://openalex.org/F4320322892","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73"},{"id":"https://openalex.org/F4320324499","display_name":"Universit\u00e0 di Pisa","ror":"https://ror.org/03ad39j10"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390752814.pdf","grobid_xml":"https://content.openalex.org/works/W4390752814.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W2079020720","https://openalex.org/W2101443124","https://openalex.org/W2132284333","https://openalex.org/W2229412420","https://openalex.org/W2468196964","https://openalex.org/W2597458491","https://openalex.org/W2622663674","https://openalex.org/W2784226485","https://openalex.org/W2790695540","https://openalex.org/W2806211259","https://openalex.org/W3005743304","https://openalex.org/W3013471216","https://openalex.org/W3042730173","https://openalex.org/W3045873124","https://openalex.org/W3093527893","https://openalex.org/W3097538955","https://openalex.org/W3109585842","https://openalex.org/W3119942616","https://openalex.org/W3121050861","https://openalex.org/W3126909426","https://openalex.org/W3173953657","https://openalex.org/W3176084073","https://openalex.org/W3177583232","https://openalex.org/W3187232513","https://openalex.org/W3203570626","https://openalex.org/W3210613940","https://openalex.org/W4210985923","https://openalex.org/W4213451711","https://openalex.org/W4293811398","https://openalex.org/W4321789561","https://openalex.org/W4327518983","https://openalex.org/W4365150881","https://openalex.org/W4378450585","https://openalex.org/W4381929246","https://openalex.org/W4381996016","https://openalex.org/W4382059174","https://openalex.org/W4382136208","https://openalex.org/W4382139273","https://openalex.org/W4382315630","https://openalex.org/W4386076088","https://openalex.org/W4390873026","https://openalex.org/W6652231383","https://openalex.org/W6738743880","https://openalex.org/W6747743847","https://openalex.org/W6788322361"],"related_works":["https://openalex.org/W2365572566","https://openalex.org/W2394068580","https://openalex.org/W2525880111","https://openalex.org/W2369515111","https://openalex.org/W2051732542","https://openalex.org/W1902541973","https://openalex.org/W4286394882","https://openalex.org/W2189037772","https://openalex.org/W2414991128","https://openalex.org/W4249840117"],"abstract_inverted_index":{"This":[0],"paper":[1,132],"conducts":[2],"a":[3,33],"comparative":[4],"evaluation":[5],"between":[6],"Neural":[7],"Radiance":[8],"Fields":[9],"(NeRF)":[10],"and":[11,42,66,113,121,163,168,185],"photogrammetry":[12,62,141],"for":[13,69,84,109,134,150],"3D":[14],"reconstruction":[15],"in":[16,63,94,166,177,182],"the":[17,28,36,39,70,104,135],"cultural":[18,151],"heritage":[19,152],"domain.":[20],"Focusing":[21],"on":[22],"three":[23],"case":[24],"studies,":[25],"of":[26,44,53,73,138],"which":[27],"Terpsichore":[29],"statue":[30],"serves":[31],"as":[32,171,173],"pilot":[34],"case,":[35],"research":[37],"assesses":[38],"quality,":[40],"consistency,":[41],"efficiency":[43],"both":[45],"methods.":[46],"The":[47,80,131],"results":[48],"indicate":[49],"that,":[50],"under":[51],"conditions":[52],"reduced":[54],"input":[55,74],"data":[56],"or":[57],"lower":[58],"resolution,":[59],"NeRF":[60,83,124,139,165,175],"outperforms":[61],"preserving":[64],"completeness":[65],"material":[67,111],"description":[68],"same":[71],"set":[72],"images":[75],"(with":[76],"known":[77],"camera":[78],"poses).":[79],"study":[81],"recommends":[82],"scenarios":[85],"requiring":[86],"extensive":[87],"area":[88],"mapping":[89],"with":[90,117,140,179],"limited":[91],"images,":[92],"particularly":[93],"emergency":[95],"situations.":[96],"Despite":[97],"NeRF\u2019s":[98],"developmental":[99],"stage":[100],"compared":[101],"to":[102,128,142,160],"photogrammetry,":[103],"findings":[105],"demonstrate":[106],"higher":[107],"potential":[108],"describing":[110],"characteristics":[112],"rendering":[114],"homogeneous":[115],"textures":[116],"enhanced":[118],"visual":[119],"fidelity":[120],"accuracy;":[122],"however,":[123],"seems":[125],"more":[126,147],"prone":[127],"noise":[129],"effects.":[130],"advocates":[133],"future":[136],"integration":[137],"address":[143],"respective":[144],"limitations,":[145],"offering":[146],"comprehensive":[148],"representation":[149],"preservation":[153],"tasks.":[154],"Future":[155],"developments":[156],"include":[157],"extending":[158],"applications":[159],"planar":[161],"surfaces":[162],"exploring":[164],"virtual":[167],"augmented":[169],"reality,":[170],"well":[172],"studying":[174],"evolution":[176],"line":[178],"emerging":[180],"trends":[181],"semantic":[183],"segmentation":[184],"in-the-wild":[186],"scene":[187],"reconstruction.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":20}],"updated_date":"2026-04-12T07:58:50.170612","created_date":"2025-10-10T00:00:00"}
