{"id":"https://openalex.org/W4411640177","doi":"https://doi.org/10.1109/tvcg.2025.3582627","title":"Neural Implicit Representations for Multi-View Surface Reconstruction: A Survey","display_name":"Neural Implicit Representations for Multi-View Surface Reconstruction: A Survey","publication_year":2025,"publication_date":"2025-06-25","ids":{"openalex":"https://openalex.org/W4411640177","doi":"https://doi.org/10.1109/tvcg.2025.3582627","pmid":"https://pubmed.ncbi.nlm.nih.gov/40560706"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2025.3582627","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2025.3582627","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"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 Visualization and Computer Graphics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Xinyun Zhang","orcid":"https://orcid.org/0000-0003-4354-2486"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyun Zhang","raw_affiliation_strings":["School of Computer Science and Technology, Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-4354-2486","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ruiqi Yu","orcid":"https://orcid.org/0009-0003-3928-0134"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruiqi Yu","raw_affiliation_strings":["School of Computer Science and Technology, Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0003-3928-0134","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003953815","display_name":"Shuang Ren","orcid":"https://orcid.org/0000-0003-4065-4933"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuang Ren","raw_affiliation_strings":["School of Computer Science and Technology, Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-4065-4933","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I21193070"],"apc_list":null,"apc_paid":null,"fwci":0.8454,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.69199085,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":"31","issue":"10","first_page":"9444","last_page":"9463"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11245","display_name":"Advanced Numerical Analysis Techniques","score":0.9805999994277954,"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"}},"topics":[{"id":"https://openalex.org/T11245","display_name":"Advanced Numerical Analysis Techniques","score":0.9805999994277954,"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9789999723434448,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9745000004768372,"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/computer-science","display_name":"Computer science","score":0.7487682104110718},{"id":"https://openalex.org/keywords/surface-reconstruction","display_name":"Surface reconstruction","score":0.5821685791015625},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5335063934326172},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4749068021774292},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46829336881637573},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46789848804473877},{"id":"https://openalex.org/keywords/surface","display_name":"Surface (topology)","score":0.3541806638240814},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.33539465069770813},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.102906733751297}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7487682104110718},{"id":"https://openalex.org/C20885615","wikidata":"https://www.wikidata.org/wiki/Q825595","display_name":"Surface reconstruction","level":3,"score":0.5821685791015625},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5335063934326172},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4749068021774292},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46829336881637573},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46789848804473877},{"id":"https://openalex.org/C2776799497","wikidata":"https://www.wikidata.org/wiki/Q484298","display_name":"Surface (topology)","level":2,"score":0.3541806638240814},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33539465069770813},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.102906733751297},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvcg.2025.3582627","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2025.3582627","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"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 Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:40560706","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40560706","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on visualization and computer graphics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8431107116","display_name":"\u9762\u5411\u591a\u4e1a\u6001\u591a\u7528\u6237\u8fb9\u7f18\u8f66\u8f7d\u4e91\u670d\u52a1\u7684\u4efb\u52a1\u5b89\u5168\u5378\u8f7d\u4e0e\u53ef\u9760\u8c03\u5ea6\u7cfb\u7edf\u7814\u7a76","funder_award_id":"62072025","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":157,"referenced_works":["https://openalex.org/W125693051","https://openalex.org/W2021851106","https://openalex.org/W2058535340","https://openalex.org/W2115362620","https://openalex.org/W2150066425","https://openalex.org/W2238402354","https://openalex.org/W2338968644","https://openalex.org/W2471962767","https://openalex.org/W2594519801","https://openalex.org/W2738551266","https://openalex.org/W2741885505","https://openalex.org/W2746892480","https://openalex.org/W2771965516","https://openalex.org/W2793768642","https://openalex.org/W2901982540","https://openalex.org/W2963527086","https://openalex.org/W2963926543","https://openalex.org/W2964339842","https://openalex.org/W2979283733","https://openalex.org/W2981081013","https://openalex.org/W2981978060","https://openalex.org/W2990173985","https://openalex.org/W3034259269","https://openalex.org/W3034968345","https://openalex.org/W3035257660","https://openalex.org/W3035581100","https://openalex.org/W3087216255","https://openalex.org/W3107036647","https://openalex.org/W3109428934","https://openalex.org/W3153220274","https://openalex.org/W3154129649","https://openalex.org/W3154906787","https://openalex.org/W3157519194","https://openalex.org/W3172610252","https://openalex.org/W3175488633","https://openalex.org/W3176327543","https://openalex.org/W3176368002","https://openalex.org/W3177583232","https://openalex.org/W3177963522","https://openalex.org/W3184957317","https://openalex.org/W3193602888","https://openalex.org/W3195290538","https://openalex.org/W3202037070","https://openalex.org/W3203887644","https://openalex.org/W3211710982","https://openalex.org/W3215472460","https://openalex.org/W3215589927","https://openalex.org/W3215769467","https://openalex.org/W3216000336","https://openalex.org/W4200150166","https://openalex.org/W4210573122","https://openalex.org/W4214564845","https://openalex.org/W4221151978","https://openalex.org/W4226416753","https://openalex.org/W4281489584","https://openalex.org/W4281651265","https://openalex.org/W4281707540","https://openalex.org/W4286615914","https://openalex.org/W4310643199","https://openalex.org/W4311801991","https://openalex.org/W4312234520","https://openalex.org/W4312244484","https://openalex.org/W4312280420","https://openalex.org/W4312284889","https://openalex.org/W4312325284","https://openalex.org/W4312453532","https://openalex.org/W4312539440","https://openalex.org/W4312598811","https://openalex.org/W4312713450","https://openalex.org/W4312950208","https://openalex.org/W4313017495","https://openalex.org/W4313031684","https://openalex.org/W4313153331","https://openalex.org/W4313186498","https://openalex.org/W4319300179","https://openalex.org/W4319300357","https://openalex.org/W4321512716","https://openalex.org/W4372349071","https://openalex.org/W4383097649","https://openalex.org/W4385261085","https://openalex.org/W4385318467","https://openalex.org/W4385489337","https://openalex.org/W4385527621","https://openalex.org/W4386066812","https://openalex.org/W4386071505","https://openalex.org/W4386071570","https://openalex.org/W4386071856","https://openalex.org/W4386075522","https://openalex.org/W4386075666","https://openalex.org/W4386075734","https://openalex.org/W4386075824","https://openalex.org/W4386075857","https://openalex.org/W4386075931","https://openalex.org/W4386075961","https://openalex.org/W4386076047","https://openalex.org/W4386076107","https://openalex.org/W4386076125","https://openalex.org/W4386076147","https://openalex.org/W4386076207","https://openalex.org/W4386076223","https://openalex.org/W4386076272","https://openalex.org/W4386076472","https://openalex.org/W4386076557","https://openalex.org/W4386076567","https://openalex.org/W4386113295","https://openalex.org/W4386159780","https://openalex.org/W4389539677","https://openalex.org/W4389575029","https://openalex.org/W4390190668","https://openalex.org/W4390871701","https://openalex.org/W4390871864","https://openalex.org/W4390872164","https://openalex.org/W4390872170","https://openalex.org/W4390872212","https://openalex.org/W4390872438","https://openalex.org/W4390873101","https://openalex.org/W4390873540","https://openalex.org/W4390874094","https://openalex.org/W4390874122","https://openalex.org/W4390874194","https://openalex.org/W4390874240","https://openalex.org/W4390939985","https://openalex.org/W4391345134","https://openalex.org/W4391800855","https://openalex.org/W4393158198","https://openalex.org/W4393159039","https://openalex.org/W4393248012","https://openalex.org/W4393308434","https://openalex.org/W4394597276","https://openalex.org/W4399564075","https://openalex.org/W4399574570","https://openalex.org/W4399728338","https://openalex.org/W4400581059","https://openalex.org/W4400819151","https://openalex.org/W4401608534","https://openalex.org/W4402660078","https://openalex.org/W4402704609","https://openalex.org/W4402715891","https://openalex.org/W4402727402","https://openalex.org/W4402727706","https://openalex.org/W4402753286","https://openalex.org/W4402753694","https://openalex.org/W4402753869","https://openalex.org/W4402778513","https://openalex.org/W4402816534","https://openalex.org/W4402916795","https://openalex.org/W4402951595","https://openalex.org/W4402959351","https://openalex.org/W4403780719","https://openalex.org/W4404003315","https://openalex.org/W4404024923","https://openalex.org/W4404526364","https://openalex.org/W4404526913","https://openalex.org/W4405219584","https://openalex.org/W4413147862","https://openalex.org/W4413513969","https://openalex.org/W4413917750"],"related_works":["https://openalex.org/W2064026934","https://openalex.org/W2083481614","https://openalex.org/W3095081273","https://openalex.org/W2013728941","https://openalex.org/W2090665771","https://openalex.org/W4225274103","https://openalex.org/W2154046714","https://openalex.org/W2189613078","https://openalex.org/W2579659702","https://openalex.org/W2923661510"],"abstract_inverted_index":{"Diverging":[0],"from":[1,112],"conventional":[2],"explicit":[3],"geometric":[4,122],"representations,":[5],"neural":[6,33,88,142],"implicit":[7,62,89,143],"representations":[8,63,90],"utilize":[9],"continuous":[10],"function":[11],"approximators":[12],"to":[13,67,133],"encode":[14],"3D":[15,59,92],"surfaces":[16],"through":[17],"parametric":[18],"formulations":[19],"including":[20,74],"signed":[21],"distance":[22,26],"fields":[23,27,30,35],"(SDF),":[24],"unsigned":[25],"(UDF),":[28],"occupancy":[29],"(OF),":[31],"and":[32,49,81,101,125,151,156],"radiance":[34],"(NeRF).":[36],"These":[37],"approaches":[38],"demonstrate":[39],"superior":[40],"multi-view":[41],"reconstruction":[42,72,80,93],"fidelity":[43],"by":[44,121],"inherently":[45],"supporting":[46],"non-manifold":[47],"geometries":[48],"complex":[50],"topological":[51],"variations,":[52],"establishing":[53,114],"themselves":[54],"as":[55],"foundational":[56],"tools":[57],"in":[58,91,145,153],"reconstruction.":[60,83],"Neural":[61],"can":[64],"be":[65],"applied":[66],"a":[68,106,115],"diverse":[69],"array":[70],"of":[71,87,97,109,141],"tasks,":[73],"object-level":[75],"reconstruction,":[76,78,147],"scene-level":[77],"open-surface":[79],"dynamic":[82],"The":[84],"exponential":[85],"advancement":[86],"necessitates":[94],"systematic":[95],"analysis":[96],"their":[98],"evolving":[99],"methodologies":[100],"applications.":[102],"This":[103],"survey":[104],"presents":[105],"structured":[107],"synthesis":[108],"cutting-edge":[110],"research":[111,159],"2020-2025,":[113],"dual-axis":[116],"taxonomy":[117],"that":[118],"categorizes":[119],"techniques":[120],"representation":[123,144],"types":[124],"application":[126],"scenarios.":[127],"Through":[128],"this":[129],"survey,":[130],"we":[131],"aim":[132],"familiarize":[134],"emerging":[135],"researchers":[136],"with":[137],"the":[138],"current":[139],"landscape":[140],"surface":[146],"assess":[148],"innovative":[149],"contributions":[150],"limitations":[152],"existing":[154],"research,":[155],"encourage":[157],"prospective":[158],"directions.":[160]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-04T07:58:01.006859","created_date":"2025-10-10T00:00:00"}
