{"id":"https://openalex.org/W4404965685","doi":"https://doi.org/10.1145/3680528.3687608","title":"DiffCSG: Differentiable CSG via Rasterization","display_name":"DiffCSG: Differentiable CSG via Rasterization","publication_year":2024,"publication_date":"2024-12-03","ids":{"openalex":"https://openalex.org/W4404965685","doi":"https://doi.org/10.1145/3680528.3687608"},"language":"en","primary_location":{"id":"doi:10.1145/3680528.3687608","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3680528.3687608","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3680528.3687608","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIGGRAPH Asia 2024 Conference Papers","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3680528.3687608","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023074578","display_name":"Haocheng Yuan","orcid":"https://orcid.org/0009-0007-1717-1585"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Haocheng Yuan","raw_affiliation_strings":["University of Edinburgh, Edinburgh, United Kingdom"],"raw_orcid":"https://orcid.org/0009-0007-1717-1585","affiliations":[{"raw_affiliation_string":"University of Edinburgh, Edinburgh, United Kingdom","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052390918","display_name":"Adrien Bousseau","orcid":"https://orcid.org/0000-0002-8003-9575"},"institutions":[{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Adrien Bousseau","raw_affiliation_strings":["Inria Sophia-Antipolis, Sophia-Antipolis, France and Universit\u00e9 C\u00f4te d'Azur, Sophia-Antipolis, France"],"raw_orcid":"https://orcid.org/0000-0002-8003-9575","affiliations":[{"raw_affiliation_string":"Inria Sophia-Antipolis, Sophia-Antipolis, France and Universit\u00e9 C\u00f4te d'Azur, Sophia-Antipolis, France","institution_ids":["https://openalex.org/I201841394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056602636","display_name":"Hao Pan","orcid":"https://orcid.org/0000-0003-3628-9777"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Pan","raw_affiliation_strings":["Microsoft Research Asia, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3628-9777","affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035726270","display_name":"Quancheng Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quancheng Zhang","raw_affiliation_strings":["Nanjing University, Nanjing, China"],"raw_orcid":"https://orcid.org/0009-0000-7083-3671","affiliations":[{"raw_affiliation_string":"Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058170430","display_name":"Niloy J. Mitra","orcid":"https://orcid.org/0000-0002-2597-0914"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Niloy J. Mitra","raw_affiliation_strings":["University College London (UCL), London, United Kingdom and Adobe Research, London, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-2597-0914","affiliations":[{"raw_affiliation_string":"University College London (UCL), London, United Kingdom and Adobe Research, London, United Kingdom","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101794527","display_name":"Changjian Li","orcid":"https://orcid.org/0000-0003-0448-4957"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Changjian Li","raw_affiliation_strings":["University of Edinburgh, Edinburgh, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0003-0448-4957","affiliations":[{"raw_affiliation_string":"University of Edinburgh, Edinburgh, United Kingdom","institution_ids":["https://openalex.org/I98677209"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5023074578"],"corresponding_institution_ids":["https://openalex.org/I98677209"],"apc_list":null,"apc_paid":null,"fwci":1.1904,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.80976563,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9994000196456909,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9994000196456909,"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":0.9973000288009644,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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/computer-science","display_name":"Computer science","score":0.7049744129180908},{"id":"https://openalex.org/keywords/differentiable-function","display_name":"Differentiable function","score":0.6774879693984985},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3764527440071106},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.33800095319747925},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11649703979492188}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7049744129180908},{"id":"https://openalex.org/C202615002","wikidata":"https://www.wikidata.org/wiki/Q783507","display_name":"Differentiable function","level":2,"score":0.6774879693984985},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3764527440071106},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.33800095319747925},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11649703979492188},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3680528.3687608","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3680528.3687608","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3680528.3687608","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIGGRAPH Asia 2024 Conference Papers","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.ed.ac.uk:openaire/1547f589-0be7-4f8b-89bc-d0a7d229f067","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/1547f589-0be7-4f8b-89bc-d0a7d229f067","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Yuan, H, Bousseau, A, Pan, H, Zhang, Q, Mitra, N J & Li, C 2024, DiffCSG : Differentiable CSG via rasterization. in T Igarashi, A Shamir & H Zhang (eds), SA '24 : SIGGRAPH Asia 2024 Conference Papers., 9, New York, NY, United States, pp. 1-10, The 17th ACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia, Tokyo, Japan, 3/12/24. https://doi.org/10.1145/3680528.3687608","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:pure.ed.ac.uk:publications/1547f589-0be7-4f8b-89bc-d0a7d229f067","is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.11820/1547f589-0be7-4f8b-89bc-d0a7d229f067","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Yuan, H, Bousseau, A, Pan, H, Zhang, Q, Mitra, N J & Li, C 2024, DiffCSG : Differentiable CSG via rasterization. in T Igarashi, A Shamir & H Zhang (eds), SA '24 : SIGGRAPH Asia 2024 Conference Papers., 9, New York, NY, United States, pp. 1-10, The 17th ACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia, Tokyo, Japan, 3/12/24. https://doi.org/10.1145/3680528.3687608","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"doi:10.1145/3680528.3687608","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3680528.3687608","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3680528.3687608","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIGGRAPH Asia 2024 Conference Papers","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.44999998807907104,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4404965685.pdf"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W2061187719","https://openalex.org/W2083634082","https://openalex.org/W2131775655","https://openalex.org/W2138537392","https://openalex.org/W2902691505","https://openalex.org/W2902812770","https://openalex.org/W2952403248","https://openalex.org/W2964341242","https://openalex.org/W2985626319","https://openalex.org/W2990173985","https://openalex.org/W3048916779","https://openalex.org/W3049755554","https://openalex.org/W3106672182","https://openalex.org/W3106721722","https://openalex.org/W3185376398","https://openalex.org/W3193629145","https://openalex.org/W3201891406","https://openalex.org/W3201945563","https://openalex.org/W4240885125","https://openalex.org/W4249526249","https://openalex.org/W4281489162","https://openalex.org/W4286611307","https://openalex.org/W4294783216","https://openalex.org/W4311034047","https://openalex.org/W4311804710","https://openalex.org/W4385328344","https://openalex.org/W4386075683","https://openalex.org/W4387612067","https://openalex.org/W4389347552","https://openalex.org/W4389348974","https://openalex.org/W4389539286","https://openalex.org/W4390873542","https://openalex.org/W4392119935","https://openalex.org/W4400573473"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4285277090","https://openalex.org/W4327738859","https://openalex.org/W2348722996","https://openalex.org/W2334570605","https://openalex.org/W3181683615","https://openalex.org/W4286826125","https://openalex.org/W1633485514"],"abstract_inverted_index":{"Differentiable":[0,27],"rendering":[1,8,28,44,132],"is":[2,152],"a":[3,50,62,91,130,167],"key":[4],"ingredient":[5],"for":[6,171],"inverse":[7],"and":[9,154,165,176,183],"machine":[10,162],"learning,":[11],"as":[12,116],"it":[13],"allows":[14],"to":[15,22,35,59,86,125,137,143],"optimize":[16],"scene":[17,32],"parameters":[18],"(shape,":[19],"materials,":[20],"lighting)":[21],"best":[23],"fit":[24],"target":[25],"images.":[26],"requires":[29],"that":[30],"each":[31],"parameter":[33],"relates":[34],"pixel":[36],"values":[37],"through":[38],"differentiable":[39,51,92,131],"operations.":[40],"While":[41],"3D":[42],"mesh":[43,114,120],"algorithms":[45,54],"have":[46],"been":[47],"implemented":[48],"in":[49,90,146],"way,":[52],"these":[53],"do":[55],"not":[56],"directly":[57],"extend":[58],"Constructive-Solid-Geometry":[60],"(CSG),":[61],"popular":[63],"parametric":[64],"representation":[65],"of":[66,104,169,179],"shapes,":[67],"because":[68],"the":[69,102,112],"underlying":[70],"boolean":[71,105],"operations":[72,106],"are":[73],"typically":[74],"performed":[75],"with":[76],"complex":[77],"black-box":[78,119],"mesh-processing":[79],"libraries.":[80],"We":[81,122],"present":[82],"an":[83],"algorithm,":[84],"DiffCSG,":[85],"render":[87],"CSG":[88,98,127,180],"models":[89],"manner.":[93],"Our":[94,150],"algorithm":[95,151],"builds":[96],"upon":[97],"rasterization,":[99],"which":[100],"displays":[101],"result":[103],"between":[107],"primitives":[108],"without":[109],"explicitly":[110],"computing":[111],"resulting":[113],"and,":[115],"such,":[117],"bypasses":[118],"processing.":[121],"describe":[123],"how":[124],"implement":[126],"rasterization":[128],"within":[129],"pipeline,":[133],"taking":[134],"special":[135],"care":[136],"apply":[138],"antialiasing":[139],"along":[140],"primitive":[141],"intersections":[142],"obtain":[144],"gradients":[145],"such":[147],"critical":[148],"areas.":[149],"simple":[153],"fast,":[155],"can":[156],"be":[157],"easily":[158],"incorporated":[159],"into":[160],"modern":[161],"learning":[163],"setups,":[164],"enables":[166],"range":[168],"applications":[170],"computer-aided":[172],"design,":[173],"including":[174],"direct":[175],"image-based":[177],"editing":[178],"primitives.":[181],"Code":[182],"data:":[184],"https://yyyyyhc.github.io/DiffCSG/.":[185]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}