{"id":"https://openalex.org/W4385767756","doi":"https://doi.org/10.24963/ijcai.2023/205","title":"Efficient Multi-View Inverse Rendering Using a Hybrid Differentiable Rendering Method","display_name":"Efficient Multi-View Inverse Rendering Using a Hybrid Differentiable Rendering Method","publication_year":2023,"publication_date":"2023-08-01","ids":{"openalex":"https://openalex.org/W4385767756","doi":"https://doi.org/10.24963/ijcai.2023/205"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2023/205","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2023/205","pdf_url":"https://www.ijcai.org/proceedings/2023/0205.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.ijcai.org/proceedings/2023/0205.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078125284","display_name":"Xiangyang Zhu","orcid":"https://orcid.org/0000-0003-4914-6636"},"institutions":[{"id":"https://openalex.org/I4210156423","display_name":"National Engineering Research Center for Information Technology in Agriculture","ror":"https://ror.org/04c3j3t84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156423"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangyang Zhu","raw_affiliation_strings":["Beijing National Research Center for Information Science and Technology (BNRist), China","School of Software, Tsinghua University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology (BNRist), China","institution_ids":["https://openalex.org/I4210156423"]},{"raw_affiliation_string":"School of Software, Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078864449","display_name":"Yiling Pan","orcid":"https://orcid.org/0000-0001-7076-3335"},"institutions":[{"id":"https://openalex.org/I4210156423","display_name":"National Engineering Research Center for Information Technology in Agriculture","ror":"https://ror.org/04c3j3t84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156423"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiling Pan","raw_affiliation_strings":["Beijing National Research Center for Information Science and Technology (BNRist), China","School of Software, Tsinghua University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology (BNRist), China","institution_ids":["https://openalex.org/I4210156423"]},{"raw_affiliation_string":"School of Software, Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088798709","display_name":"Bailin Deng","orcid":"https://orcid.org/0000-0002-0158-7670"},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bailin Deng","raw_affiliation_strings":["School of Computer Science and Informatics, Cardiff University, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Informatics, Cardiff University, UK","institution_ids":["https://openalex.org/I79510175"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100372368","display_name":"Bin Wang","orcid":"https://orcid.org/0000-0002-5176-9202"},"institutions":[{"id":"https://openalex.org/I4210156423","display_name":"National Engineering Research Center for Information Technology in Agriculture","ror":"https://ror.org/04c3j3t84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156423"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Wang","raw_affiliation_strings":["Beijing National Research Center for Information Science and Technology (BNRist), China","School of Software, Tsinghua University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology (BNRist), China","institution_ids":["https://openalex.org/I4210156423"]},{"raw_affiliation_string":"School of Software, Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1849","last_page":"1857"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9998999834060669,"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":0.9991999864578247,"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":[{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.8233249187469482},{"id":"https://openalex.org/keywords/differentiable-function","display_name":"Differentiable function","score":0.7472131848335266},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7052292227745056},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.6758028268814087},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5314440131187439},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5210930109024048},{"id":"https://openalex.org/keywords/3d-rendering","display_name":"3D rendering","score":0.5045660734176636},{"id":"https://openalex.org/keywords/image-based-modeling-and-rendering","display_name":"Image-based modeling and rendering","score":0.48622575402259827},{"id":"https://openalex.org/keywords/tiled-rendering","display_name":"Tiled rendering","score":0.42435210943222046},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3888870179653168},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35149237513542175},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2385619580745697},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics","score":0.20150139927864075},{"id":"https://openalex.org/keywords/software-rendering","display_name":"Software rendering","score":0.17692908644676208}],"concepts":[{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.8233249187469482},{"id":"https://openalex.org/C202615002","wikidata":"https://www.wikidata.org/wiki/Q783507","display_name":"Differentiable function","level":2,"score":0.7472131848335266},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7052292227745056},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.6758028268814087},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5314440131187439},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5210930109024048},{"id":"https://openalex.org/C36816356","wikidata":"https://www.wikidata.org/wiki/Q16911860","display_name":"3D rendering","level":3,"score":0.5045660734176636},{"id":"https://openalex.org/C44185422","wikidata":"https://www.wikidata.org/wiki/Q6002064","display_name":"Image-based modeling and rendering","level":3,"score":0.48622575402259827},{"id":"https://openalex.org/C189059883","wikidata":"https://www.wikidata.org/wiki/Q7802119","display_name":"Tiled rendering","level":5,"score":0.42435210943222046},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3888870179653168},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35149237513542175},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2385619580745697},{"id":"https://openalex.org/C77660652","wikidata":"https://www.wikidata.org/wiki/Q150971","display_name":"Computer graphics","level":2,"score":0.20150139927864075},{"id":"https://openalex.org/C109772839","wikidata":"https://www.wikidata.org/wiki/Q2297645","display_name":"Software rendering","level":4,"score":0.17692908644676208},{"id":"https://openalex.org/C66629338","wikidata":"https://www.wikidata.org/wiki/Q189177","display_name":"3D computer graphics","level":3,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.24963/ijcai.2023/205","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2023/205","pdf_url":"https://www.ijcai.org/proceedings/2023/0205.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},{"id":"pmh:oai:https://orca.cardiff.ac.uk:160152","is_oa":true,"landing_page_url":null,"pdf_url":"https://orca.cardiff.ac.uk/id/eprint/160152/8/Supplementary.pdf","source":{"id":"https://openalex.org/S4306401195","display_name":"ORCA Online Research @Cardiff (Cardiff University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79510175","host_organization_name":"Cardiff University","host_organization_lineage":["https://openalex.org/I79510175"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference or Workshop Item"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2023/205","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2023/205","pdf_url":"https://www.ijcai.org/proceedings/2023/0205.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.7200000286102295,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G5589914422","display_name":"\u6807\u6ce8\u53d7\u9650\u7684\u6df1\u5ea6\u76ee\u6807\u68c0\u6d4b\u7b97\u6cd5\u7814\u7a76","funder_award_id":"62072271","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":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4385767756.pdf"},"referenced_works_count":67,"referenced_works":["https://openalex.org/W183071939","https://openalex.org/W1486787228","https://openalex.org/W1980466170","https://openalex.org/W1992642990","https://openalex.org/W2008073424","https://openalex.org/W2052069724","https://openalex.org/W2055465094","https://openalex.org/W2104587129","https://openalex.org/W2150810898","https://openalex.org/W2159004935","https://openalex.org/W2220595294","https://openalex.org/W2229412420","https://openalex.org/W2242284366","https://openalex.org/W2338968644","https://openalex.org/W2471962767","https://openalex.org/W2475362300","https://openalex.org/W2519683295","https://openalex.org/W2550785077","https://openalex.org/W2616946202","https://openalex.org/W2783879794","https://openalex.org/W2810300686","https://openalex.org/W2902812770","https://openalex.org/W2929298487","https://openalex.org/W2958302123","https://openalex.org/W2962741401","https://openalex.org/W2962778872","https://openalex.org/W2962785568","https://openalex.org/W2962946389","https://openalex.org/W2963074832","https://openalex.org/W2964472976","https://openalex.org/W2986860185","https://openalex.org/W2990173985","https://openalex.org/W2991322756","https://openalex.org/W3011537551","https://openalex.org/W3033863677","https://openalex.org/W3035523051","https://openalex.org/W3035530517","https://openalex.org/W3037265641","https://openalex.org/W3094088110","https://openalex.org/W3109585842","https://openalex.org/W3111487461","https://openalex.org/W3113005628","https://openalex.org/W3113347918","https://openalex.org/W3140275985","https://openalex.org/W3167294693","https://openalex.org/W3175488633","https://openalex.org/W3184289337","https://openalex.org/W3186415513","https://openalex.org/W3195620846","https://openalex.org/W3204455502","https://openalex.org/W3205823946","https://openalex.org/W3208941021","https://openalex.org/W3215927878","https://openalex.org/W4225875170","https://openalex.org/W4229995614","https://openalex.org/W4235947974","https://openalex.org/W4253474063","https://openalex.org/W4297812694","https://openalex.org/W4298132234","https://openalex.org/W6682604477","https://openalex.org/W6756595703","https://openalex.org/W6790825729","https://openalex.org/W6791858558","https://openalex.org/W6803771590","https://openalex.org/W6863631769","https://openalex.org/W6863994431","https://openalex.org/W6864014924"],"related_works":["https://openalex.org/W2067132795","https://openalex.org/W2187985480","https://openalex.org/W2366215510","https://openalex.org/W2185876354","https://openalex.org/W2407724398","https://openalex.org/W4237178794","https://openalex.org/W2384914010","https://openalex.org/W2746235346","https://openalex.org/W2350100566","https://openalex.org/W1496150352"],"abstract_inverted_index":{"Recovering":[0],"the":[1,34,62,79,84,94,99,111,126,132],"shape":[2],"and":[3,15,37,56,69,96,110,142],"appearance":[4],"of":[5,39,58,128,135],"real-world":[6],"objects":[7],"from":[8,42],"natural":[9],"2D":[10],"images":[11,44],"is":[12,101,113],"a":[13,25,40,74,89,117],"long-standing":[14],"challenging":[16],"inverse":[17],"rendering":[18,29,108,120],"problem.":[19],"In":[20,61],"this":[21],"paper,":[22],"we":[23,65,87],"introduce":[24],"novel":[26],"hybrid":[27,90,123],"differentiable":[28,107,119],"method":[30,51,148],"to":[31,72,92],"efficiently":[32],"reconstruct":[33,73],"3D":[35],"geometry":[36,95,100],"reflectance":[38,112],"scene":[41,76],"multi-view":[43],"captured":[45],"by":[46],"conventional":[47],"hand-held":[48],"cameras.":[49],"Our":[50,122],"follows":[52],"an":[53,105],"analysis-by-synthesis":[54],"approach":[55,91,124],"consists":[57],"two":[59],"phases.":[60],"initialization":[63],"phase,":[64,86],"use":[66],"traditional":[67],"SfM":[68],"MVS":[70],"methods":[71,130,159],"virtual":[75],"roughly":[77],"matching":[78],"real":[80,143],"scene.":[81],"Then":[82],"in":[83],"optimization":[85],"adopt":[88],"refine":[93],"reflectance,":[97],"where":[98],"first":[102],"optimized":[103,114],"using":[104,116],"approximate":[106,129],"method,":[109],"afterward":[115],"physically-based":[118,136],"method.":[121],"combines":[125],"efficiency":[127],"with":[131,152],"high-quality":[133],"results":[134],"methods.":[137],"Extensive":[138],"experiments":[139],"on":[140],"synthetic":[141],"data":[144],"demonstrate":[145],"that":[146],"our":[147],"can":[149],"produce":[150],"reconstructions":[151],"similar":[153],"or":[154],"higher":[155],"quality":[156],"than":[157],"state-of-the-art":[158],"while":[160],"being":[161],"more":[162],"efficient.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
