{"id":"https://openalex.org/W4389539679","doi":"https://doi.org/10.1145/3610548.3618236","title":"Transparent Object Reconstruction via Implicit Differentiable Refraction Rendering","display_name":"Transparent Object Reconstruction via Implicit Differentiable Refraction Rendering","publication_year":2023,"publication_date":"2023-12-10","ids":{"openalex":"https://openalex.org/W4389539679","doi":"https://doi.org/10.1145/3610548.3618236"},"language":"en","primary_location":{"id":"doi:10.1145/3610548.3618236","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3610548.3618236","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIGGRAPH Asia 2023 Conference Papers","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/A5009603481","display_name":"Fangzhou Gao","orcid":"https://orcid.org/0000-0001-5427-9068"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fangzhou Gao","raw_affiliation_strings":["Tianjin University, China"],"affiliations":[{"raw_affiliation_string":"Tianjin University, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010893322","display_name":"L Zhang","orcid":"https://orcid.org/0000-0003-0048-6031"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lianghao Zhang","raw_affiliation_strings":["Tianjin University, China"],"affiliations":[{"raw_affiliation_string":"Tianjin University, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101780070","display_name":"Li Wang","orcid":"https://orcid.org/0000-0003-0081-7427"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Wang","raw_affiliation_strings":["Tianjin University, China"],"affiliations":[{"raw_affiliation_string":"Tianjin University, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050683194","display_name":"Jiamin Cheng","orcid":"https://orcid.org/0000-0003-4391-637X"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiamin Cheng","raw_affiliation_strings":["Tianjin University, China"],"affiliations":[{"raw_affiliation_string":"Tianjin University, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086311840","display_name":"Jiawan Zhang","orcid":"https://orcid.org/0000-0002-0667-6744"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiawan Zhang","raw_affiliation_strings":["Tianjin University, China"],"affiliations":[{"raw_affiliation_string":"Tianjin University, China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5009603481"],"corresponding_institution_ids":["https://openalex.org/I162868743"],"apc_list":null,"apc_paid":null,"fwci":0.7222,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.73484413,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9997000098228455,"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.8143409490585327},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.766679584980011},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7612560987472534},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6932987570762634},{"id":"https://openalex.org/keywords/silhouette","display_name":"Silhouette","score":0.6306626796722412},{"id":"https://openalex.org/keywords/differentiable-function","display_name":"Differentiable function","score":0.513366162776947},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.4997739791870117},{"id":"https://openalex.org/keywords/image-based-modeling-and-rendering","display_name":"Image-based modeling and rendering","score":0.4943559169769287},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4444529116153717},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15219789743423462}],"concepts":[{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.8143409490585327},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.766679584980011},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7612560987472534},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6932987570762634},{"id":"https://openalex.org/C58103923","wikidata":"https://www.wikidata.org/wiki/Q2286025","display_name":"Silhouette","level":2,"score":0.6306626796722412},{"id":"https://openalex.org/C202615002","wikidata":"https://www.wikidata.org/wiki/Q783507","display_name":"Differentiable function","level":2,"score":0.513366162776947},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.4997739791870117},{"id":"https://openalex.org/C44185422","wikidata":"https://www.wikidata.org/wiki/Q6002064","display_name":"Image-based modeling and rendering","level":3,"score":0.4943559169769287},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4444529116153717},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15219789743423462},{"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:10.1145/3610548.3618236","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3610548.3618236","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIGGRAPH Asia 2023 Conference Papers","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.550000011920929,"display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G8731817118","display_name":null,"funder_award_id":"2022YFF0904301","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W197259565","https://openalex.org/W1965356738","https://openalex.org/W2044366237","https://openalex.org/W2049972229","https://openalex.org/W2058056568","https://openalex.org/W2096942416","https://openalex.org/W2098244689","https://openalex.org/W2111218333","https://openalex.org/W2128084987","https://openalex.org/W2129277418","https://openalex.org/W2156074549","https://openalex.org/W2332023333","https://openalex.org/W2467653702","https://openalex.org/W2471962767","https://openalex.org/W2738427683","https://openalex.org/W2741137940","https://openalex.org/W2920872099","https://openalex.org/W2962909976","https://openalex.org/W2986023562","https://openalex.org/W3034968345","https://openalex.org/W3035679997","https://openalex.org/W3087216255","https://openalex.org/W3089874271","https://openalex.org/W3094088110","https://openalex.org/W3109335008","https://openalex.org/W3109585842","https://openalex.org/W3171847116","https://openalex.org/W3202037070","https://openalex.org/W3202963563","https://openalex.org/W4226395746","https://openalex.org/W4281764936","https://openalex.org/W4285981733","https://openalex.org/W4287114999","https://openalex.org/W4297812694","https://openalex.org/W4312598811","https://openalex.org/W4312980099","https://openalex.org/W6798033281"],"related_works":["https://openalex.org/W4237178794","https://openalex.org/W2067132795","https://openalex.org/W2746235346","https://openalex.org/W2366215510","https://openalex.org/W2386960075","https://openalex.org/W2166350707","https://openalex.org/W2090047443","https://openalex.org/W2185876354","https://openalex.org/W1929315935","https://openalex.org/W2377218030"],"abstract_inverted_index":{"Reconstructing":[0],"the":[1,45,57,94,127,135,156],"geometry":[2],"of":[3],"transparent":[4,66,119],"objects":[5,67],"has":[6],"been":[7],"a":[8,61,84,150,160],"long-standing":[9],"challenge.":[10],"Existing":[11],"methods":[12],"rely":[13],"on":[14,139],"complex":[15],"setups,":[16],"such":[17],"as":[18],"manual":[19,73],"annotation":[20],"or":[21],"darkroom":[22],"conditions,":[23],"to":[24,36,133,154],"obtain":[25],"object":[26,90,108,120,157],"silhouettes":[27,91,109],"and":[28,59,166],"usually":[29],"require":[30],"controlled":[31],"environments":[32],"with":[33,126],"designed":[34],"patterns":[35],"infer":[37],"ray-background":[38,144],"correspondence.":[39,145],"However,":[40],"these":[41],"intricate":[42],"arrangements":[43],"limit":[44],"practical":[46],"application":[47],"for":[48],"common":[49],"users.":[50],"In":[51],"this":[52],"paper,":[53],"we":[54,82,117],"significantly":[55],"simplify":[56],"setups":[58],"present":[60],"novel":[62],"method":[63,76,87,153,171],"that":[64,88,169],"reconstructs":[65],"in":[68,113],"unknown":[69],"natural":[70,114],"scenes":[71],"without":[72],"assistance.":[74],"Our":[75],"incorporates":[77],"two":[78],"key":[79],"technologies.":[80],"Firstly,":[81],"introduce":[83],"volume":[85],"rendering-based":[86],"estimates":[89],"by":[92],"projecting":[93],"3D":[95],"neural":[96,128],"field":[97],"onto":[98],"2D":[99],"images.":[100],"This":[101],"automated":[102],"process":[103],"yields":[104],"highly":[105],"accurate":[106],"multi-view":[107],"from":[110],"images":[111],"captured":[112],"scenes.":[115],"Secondly,":[116],"propose":[118],"optimization":[121,148],"through":[122],"differentiable":[123],"refraction":[124,136],"rendering":[125],"SDF":[129],"field,":[130],"enabling":[131],"us":[132],"optimize":[134],"ray":[137,151],"based":[138],"color":[140],"rather":[141],"than":[142],"explicit":[143],"Additionally,":[146],"our":[147,170],"includes":[149],"sampling":[152],"supervise":[155],"silhouette":[158],"at":[159],"low":[161],"computational":[162],"cost.":[163],"Extensive":[164],"experiments":[165],"comparisons":[167],"demonstrate":[168],"produces":[172],"high-quality":[173],"results":[174],"while":[175],"offering":[176],"much":[177],"more":[178],"convenient":[179],"setups.":[180]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}