{"id":"https://openalex.org/W4394673397","doi":"https://doi.org/10.48550/arxiv.2404.05606","title":"Learning Topology Uniformed Face Mesh by Volume Rendering for Multi-view\n Reconstruction","display_name":"Learning Topology Uniformed Face Mesh by Volume Rendering for Multi-view\n Reconstruction","publication_year":2024,"publication_date":"2024-04-08","ids":{"openalex":"https://openalex.org/W4394673397","doi":"https://doi.org/10.48550/arxiv.2404.05606"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2404.05606","pdf_url":"https://arxiv.org/pdf/2404.05606","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"type":"preprint","type_crossref":"posted-content","indexed_in":["arxiv"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2404.05606","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100671181","display_name":"Yating Wang","orcid":"https://orcid.org/0000-0002-5057-4083"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Yating","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054879013","display_name":"Ran Yi","orcid":"https://orcid.org/0000-0003-1858-3358"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yi, Ran","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102825365","display_name":"Ke Fan","orcid":"https://orcid.org/0000-0002-4841-1138"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fan, Ke","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028794054","display_name":"Jinkun Hao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hao, Jinkun","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084252480","display_name":"Jiangbo Lu","orcid":"https://orcid.org/0000-0002-0048-3140"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lu, Jiangbo","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5084218062","display_name":"Lizhuang Ma","orcid":"https://orcid.org/0000-0003-1653-4341"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ma, Lizhuang","raw_affiliation_strings":[],"affiliations":[]}],"institution_assertions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":77},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9963,"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/T11448","display_name":"Face recognition and analysis","score":0.9963,"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":0.9388,"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9318,"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"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.6007164},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.5173851},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.49968386},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.487037},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37414777},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3695648},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36578405},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14171827},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.10127792},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.05966091},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.046266675}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2404.05606","pdf_url":"https://arxiv.org/pdf/2404.05606","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2404.05606","pdf_url":"https://arxiv.org/pdf/2404.05606","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W880955280","https://openalex.org/W54172855","https://openalex.org/W4246858109","https://openalex.org/W291250033","https://openalex.org/W2172753644","https://openalex.org/W2170209930","https://openalex.org/W2106647072","https://openalex.org/W2046782623","https://openalex.org/W2035757446","https://openalex.org/W2008385118"],"abstract_inverted_index":{"Face":[0],"meshes":[1,29],"in":[2,68,127],"consistent":[3,93],"topology":[4,26],"serve":[5],"as":[6,14],"the":[7,80,133,183],"foundation":[8],"for":[9,141,189],"many":[10],"face-related":[11],"applications,":[12],"such":[13],"3DMM":[15],"constrained":[16],"face":[17,28,90,178,194],"reconstruction":[18,70,88,184],"and":[19,52,64,111,154,185],"expression":[20],"retargeting.":[21],"Traditional":[22],"methods":[23],"commonly":[24],"acquire":[25],"uniformed":[27],"by":[30,41],"two":[31],"separate":[32],"steps:":[33],"multi-view":[34,87,121,177],"stereo":[35],"(MVS)":[36],"to":[37,44,78,115,136,151,181],"reconstruct":[38],"shapes":[39],"followed":[40],"non-rigid":[42],"registration":[43],"align":[45],"topology,":[46,110],"but":[47],"struggles":[48],"with":[49,92],"handling":[50],"noise":[51],"non-lambertian":[53],"surfaces.":[54],"Recently":[55],"neural":[56,83],"volume":[57,84,99,142],"rendering":[58,85,100,168,191],"techniques":[59],"have":[60],"been":[61],"rapidly":[62],"evolved":[63],"shown":[65],"great":[66],"advantages":[67],"3D":[69],"or":[71],"novel":[72],"view":[73],"synthesis.":[74],"Our":[75,158],"goal":[76],"is":[77],"leverage":[79],"superiority":[81],"of":[82,89,147,192],"into":[86,132],"mesh":[91,98,106,130,152,171],"topology.":[94],"We":[95,173],"propose":[96],"a":[97],"method":[101],"that":[102],"enables":[103],"directly":[104],"optimizing":[105],"geometry":[107,153],"while":[108],"preserving":[109],"learning":[112],"implicit":[113,155],"features":[114,131],"model":[116],"complex":[117],"facial":[118],"appearance":[119,156],"from":[120,149],"images.":[122],"The":[123],"key":[124],"innovation":[125],"lies":[126],"spreading":[128,161],"sparse":[129],"surrounding":[134],"space":[135],"simulate":[137],"radiance":[138],"field":[139],"required":[140],"rendering,":[143],"which":[144],"facilitates":[145],"backpropagation":[146],"gradients":[148],"images":[150],"features.":[157],"proposed":[159],"feature":[160],"module":[162],"exhibits":[163],"deformation":[164],"invariance,":[165],"enabling":[166],"photorealistic":[167,190],"seamlessly":[169],"after":[170],"editing.":[172],"conduct":[174],"experiments":[175],"on":[176],"image":[179],"dataset":[180],"evaluate":[182],"implement":[186],"an":[187],"application":[188],"animated":[193],"mesh.":[195]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4394673397","counts_by_year":[],"updated_date":"2025-04-18T17:39:44.456623","created_date":"2024-04-11"}