{"id":"https://openalex.org/W4387678052","doi":"https://doi.org/10.1109/icac57885.2023.10275180","title":"Differentiable Rendering Approach to Mesh Optimization for Digital Human Reconstruction","display_name":"Differentiable Rendering Approach to Mesh Optimization for Digital Human Reconstruction","publication_year":2023,"publication_date":"2023-08-30","ids":{"openalex":"https://openalex.org/W4387678052","doi":"https://doi.org/10.1109/icac57885.2023.10275180"},"language":"en","primary_location":{"id":"doi:10.1109/icac57885.2023.10275180","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icac57885.2023.10275180","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 28th International Conference on Automation and Computing (ICAC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100726193","display_name":"Yi Wang","orcid":"https://orcid.org/0000-0001-6020-9795"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yi Wang","raw_affiliation_strings":["Shenzhen Institute for Advanced Study, University of Electronic Science and Technology of China,Shenzhen,China,518110"],"affiliations":[{"raw_affiliation_string":"Shenzhen Institute for Advanced Study, University of Electronic Science and Technology of China,Shenzhen,China,518110","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100712272","display_name":"Yun Li","orcid":"https://orcid.org/0000-0001-7620-5983"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yun Li","raw_affiliation_strings":["Shenzhen Institute for Advanced Study, University of Electronic Science and Technology of China,Shenzhen,China,518110","i4AI Ltd, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Shenzhen Institute for Advanced Study, University of Electronic Science and Technology of China,Shenzhen,China,518110","institution_ids":[]},{"raw_affiliation_string":"i4AI Ltd, London, United Kingdom","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100726193"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15097562,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9998000264167786,"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9998000264167786,"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":0.9994999766349792,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.994700014591217,"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/inpainting","display_name":"Inpainting","score":0.8392964601516724},{"id":"https://openalex.org/keywords/polygon-mesh","display_name":"Polygon mesh","score":0.7668865919113159},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7615128755569458},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.6948185563087463},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6771978139877319},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6500623226165771},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.5923306345939636},{"id":"https://openalex.org/keywords/differentiable-function","display_name":"Differentiable function","score":0.5033325552940369},{"id":"https://openalex.org/keywords/texture-memory","display_name":"Texture memory","score":0.5002486705780029},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.4535823464393616},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.4363234341144562},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.30214834213256836},{"id":"https://openalex.org/keywords/software-rendering","display_name":"Software rendering","score":0.23426410555839539},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics","score":0.19913655519485474},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15486052632331848},{"id":"https://openalex.org/keywords/3d-computer-graphics","display_name":"3D computer graphics","score":0.07194283604621887}],"concepts":[{"id":"https://openalex.org/C11727466","wikidata":"https://www.wikidata.org/wiki/Q1628157","display_name":"Inpainting","level":3,"score":0.8392964601516724},{"id":"https://openalex.org/C31487907","wikidata":"https://www.wikidata.org/wiki/Q1154597","display_name":"Polygon mesh","level":2,"score":0.7668865919113159},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7615128755569458},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.6948185563087463},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6771978139877319},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6500623226165771},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.5923306345939636},{"id":"https://openalex.org/C202615002","wikidata":"https://www.wikidata.org/wiki/Q783507","display_name":"Differentiable function","level":2,"score":0.5033325552940369},{"id":"https://openalex.org/C18766215","wikidata":"https://www.wikidata.org/wiki/Q7708532","display_name":"Texture memory","level":5,"score":0.5002486705780029},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.4535823464393616},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.4363234341144562},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.30214834213256836},{"id":"https://openalex.org/C109772839","wikidata":"https://www.wikidata.org/wiki/Q2297645","display_name":"Software rendering","level":4,"score":0.23426410555839539},{"id":"https://openalex.org/C77660652","wikidata":"https://www.wikidata.org/wiki/Q150971","display_name":"Computer graphics","level":2,"score":0.19913655519485474},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15486052632331848},{"id":"https://openalex.org/C66629338","wikidata":"https://www.wikidata.org/wiki/Q189177","display_name":"3D computer graphics","level":3,"score":0.07194283604621887},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icac57885.2023.10275180","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icac57885.2023.10275180","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 28th International Conference on Automation and Computing (ICAC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7099999785423279,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G2341518610","display_name":null,"funder_award_id":"2021B1515120078","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G6756071892","display_name":null,"funder_award_id":"92270105","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8610112055","display_name":null,"funder_award_id":"G2022032012L","funder_id":"https://openalex.org/F4320322108","funder_display_name":"Ministry of Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null},{"id":"https://openalex.org/F4320322108","display_name":"Ministry of Science and Technology","ror":"https://ror.org/032e49973"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1967554269","https://openalex.org/W2471768434","https://openalex.org/W2962730651","https://openalex.org/W2978956737","https://openalex.org/W2981978060","https://openalex.org/W2991621301","https://openalex.org/W3035291735","https://openalex.org/W3035492592","https://openalex.org/W3111487461","https://openalex.org/W3115879670","https://openalex.org/W3175199633","https://openalex.org/W3175408382","https://openalex.org/W3202804820","https://openalex.org/W3208676856","https://openalex.org/W4200150166","https://openalex.org/W4226160668","https://openalex.org/W4312828520","https://openalex.org/W4312879788","https://openalex.org/W4312891300","https://openalex.org/W4312938066","https://openalex.org/W4312982790","https://openalex.org/W4386076247","https://openalex.org/W6720467090","https://openalex.org/W6756633688","https://openalex.org/W6787891590"],"related_works":["https://openalex.org/W2380775572","https://openalex.org/W2213520135","https://openalex.org/W2244018504","https://openalex.org/W4242046654","https://openalex.org/W3174923100","https://openalex.org/W3134074939","https://openalex.org/W2117562399","https://openalex.org/W4298074124","https://openalex.org/W3088950586","https://openalex.org/W3210146405"],"abstract_inverted_index":{"Human":[0],"body":[1],"3D":[2],"reconstruction":[3,116],"plays":[4],"an":[5,74],"important":[6],"role":[7],"in":[8,121],"various":[9,114],"applications":[10],"such":[11],"as":[12],"digital":[13],"humans,":[14],"augmented":[15],"reality":[16],"and":[17,83],"virtual":[18],"reality.":[19],"The":[20,53],"quality":[21],"of":[22,30,45],"the":[23,28,43,57,64,70,80,84,90,95,100],"reconstructed":[24,47],"mesh":[25],"greatly":[26],"affects":[27],"performance":[29],"these":[31],"applications.":[32],"In":[33],"this":[34,106],"paper,":[35],"we":[36],"present":[37],"a":[38],"novel":[39],"approach":[40],"to":[41,63,93],"optimizing":[42,69],"texture":[44,97,107],"single-view":[46,115,123],"meshes":[48],"using":[49,73],"differentiable":[50],"rendering":[51,56],"(DR).":[52],"method":[54,109],"involves":[55],"grid":[58],"model":[59],"from":[60],"multiple":[61],"perspectives":[62],"image":[65,72,75,82,86],"space,":[66],"followed":[67],"by":[68],"rendered":[71,85],"inpainting":[76],"network.":[77],"Differences":[78],"between":[79],"optimized":[81],"are":[87],"compared":[88],"during":[89],"DR":[91],"process":[92],"achieve":[94],"desired":[96],"optimization":[98,108],"for":[99],"mesh.":[101],"Experimental":[102],"results":[103],"demonstrate":[104],"that":[105],"yields":[110],"significant":[111],"improvements":[112],"on":[113],"tasks,":[117],"indicating":[118],"great":[119],"potential":[120],"advancing":[122],"reconstruction.":[124]},"counts_by_year":[],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
