{"id":"https://openalex.org/W7153218955","doi":"https://doi.org/10.48550/arxiv.2604.07795","title":"Image-Guided Geometric Stylization of 3D Meshes","display_name":"Image-Guided Geometric Stylization of 3D Meshes","publication_year":2026,"publication_date":"2026-04-09","ids":{"openalex":"https://openalex.org/W7153218955","doi":"https://doi.org/10.48550/arxiv.2604.07795"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2604.07795","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.07795","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":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":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2604.07795","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5133357943","display_name":"Changwoon Choi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Choi, Changwoon","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127331574","display_name":"Hyunsoo Lee","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lee, Hyunsoo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078921011","display_name":"Cl\u00e9ment Jambon","orcid":"https://orcid.org/0000-0002-1208-8842"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jambon, Cl\u00e9ment","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031567351","display_name":"Yael Vinker","orcid":"https://orcid.org/0000-0003-4402-7267"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vinker, Yael","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5133343666","display_name":"Young Jin Kim","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kim, Young Min","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"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":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.8870000243186951,"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":0.8870000243186951,"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":0.05090000107884407,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.027300000190734863,"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/polygon-mesh","display_name":"Polygon mesh","score":0.7095999717712402},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5802000164985657},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5351999998092651},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.4921000003814697},{"id":"https://openalex.org/keywords/stylized-fact","display_name":"Stylized fact","score":0.4878000020980835},{"id":"https://openalex.org/keywords/geometric-shape","display_name":"Geometric shape","score":0.48080000281333923},{"id":"https://openalex.org/keywords/geometric-primitive","display_name":"Geometric primitive","score":0.4636000096797943},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.44859999418258667},{"id":"https://openalex.org/keywords/boundary-representation","display_name":"Boundary representation","score":0.41119998693466187}],"concepts":[{"id":"https://openalex.org/C31487907","wikidata":"https://www.wikidata.org/wiki/Q1154597","display_name":"Polygon mesh","level":2,"score":0.7095999717712402},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7001000046730042},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5802000164985657},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5351999998092651},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.4921000003814697},{"id":"https://openalex.org/C38935604","wikidata":"https://www.wikidata.org/wiki/Q4330363","display_name":"Stylized fact","level":2,"score":0.4878000020980835},{"id":"https://openalex.org/C7305733","wikidata":"https://www.wikidata.org/wiki/Q207961","display_name":"Geometric shape","level":2,"score":0.48080000281333923},{"id":"https://openalex.org/C181095308","wikidata":"https://www.wikidata.org/wiki/Q1541599","display_name":"Geometric primitive","level":2,"score":0.4636000096797943},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.44859999418258667},{"id":"https://openalex.org/C117258860","wikidata":"https://www.wikidata.org/wiki/Q895153","display_name":"Boundary representation","level":3,"score":0.41119998693466187},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4025999903678894},{"id":"https://openalex.org/C104065381","wikidata":"https://www.wikidata.org/wiki/Q1002535","display_name":"Geometric modeling","level":2,"score":0.3937000036239624},{"id":"https://openalex.org/C2779521785","wikidata":"https://www.wikidata.org/wiki/Q5535529","display_name":"Geometry processing","level":3,"score":0.3801000118255615},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.37439998984336853},{"id":"https://openalex.org/C108882727","wikidata":"https://www.wikidata.org/wiki/Q2991685","display_name":"Solid modeling","level":2,"score":0.3716000020503998},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.31610000133514404},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.3160000145435333},{"id":"https://openalex.org/C29123130","wikidata":"https://www.wikidata.org/wiki/Q874709","display_name":"Computational geometry","level":2,"score":0.31439998745918274},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.30889999866485596},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3086000084877014},{"id":"https://openalex.org/C190694206","wikidata":"https://www.wikidata.org/wiki/Q3276654","display_name":"Polygon (computer graphics)","level":3,"score":0.3075000047683716},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.3028999865055084},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.2897999882698059},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.2867000102996826},{"id":"https://openalex.org/C3019007443","wikidata":"https://www.wikidata.org/wiki/Q568742","display_name":"3d model","level":2,"score":0.2824000120162964},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.2806999981403351},{"id":"https://openalex.org/C40319758","wikidata":"https://www.wikidata.org/wiki/Q5535477","display_name":"Geometric design","level":2,"score":0.26100000739097595},{"id":"https://openalex.org/C136520226","wikidata":"https://www.wikidata.org/wiki/Q302814","display_name":"Geometric data analysis","level":2,"score":0.26030001044273376},{"id":"https://openalex.org/C2777299769","wikidata":"https://www.wikidata.org/wiki/Q3707858","display_name":"Type (biology)","level":2,"score":0.2565999925136566},{"id":"https://openalex.org/C2776799497","wikidata":"https://www.wikidata.org/wiki/Q484298","display_name":"Surface (topology)","level":2,"score":0.2549000084400177}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2604.07795","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.07795","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":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":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2604.07795","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.07795","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":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":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.5644239187240601}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Recent":[0],"generative":[1],"models":[2,64],"can":[3,78,127],"create":[4,128],"visually":[5],"plausible":[6],"3D":[7,44,83,130,154],"representations":[8],"of":[9,52,70,90,98,137,151],"objects.":[10],"However,":[11],"the":[12,50,71,81,95,99,138,149],"generation":[13],"process":[14],"often":[15],"allows":[16],"for":[17],"implicit":[18],"control":[19],"signals,":[20],"such":[21,141],"as":[22,142],"contextual":[23],"descriptions,":[24],"and":[25,102,115,145],"rarely":[26],"supports":[27],"bold":[28],"geometric":[29,38,91,135],"distortions":[30],"beyond":[31],"existing":[32],"data":[33],"distributions.":[34],"We":[35,105],"propose":[36,107],"a":[37,43,87],"stylization":[39,76],"framework":[40],"that":[41,112,124,132],"deforms":[42],"mesh,":[45],"allowing":[46],"it":[47],"to":[48,65,85],"express":[49,86],"style":[51,56],"an":[53,67,108],"image.":[54,73],"While":[55],"is":[57],"inherently":[58],"ambiguous,":[59],"we":[60],"utilize":[61],"pre-trained":[62],"diffusion":[63],"extract":[66],"abstract":[68],"representation":[69],"provided":[72],"Our":[74],"coarse-to-fine":[75],"pipeline":[77],"drastically":[79],"deform":[80],"input":[82],"model":[84],"diverse":[88],"range":[89],"variations":[92],"while":[93],"retaining":[94],"valid":[96],"topology":[97],"original":[100],"mesh":[101,119],"part-level":[103],"semantics.":[104],"also":[106],"approximate":[109],"VAE":[110],"encoder":[111],"provides":[113],"efficient":[114],"reliable":[116],"gradients":[117],"from":[118],"renderings.":[120],"Extensive":[121],"experiments":[122],"demonstrate":[123],"our":[125],"method":[126],"stylized":[129],"meshes":[131],"reflect":[133],"unique":[134],"features":[136],"pictured":[139],"assets,":[140],"expressive":[143],"poses":[144],"silhouettes,":[146],"thereby":[147],"supporting":[148],"creation":[150],"distinctive":[152],"artistic":[153],"creations.":[155],"Project":[156],"page:":[157],"https://changwoonchoi.github.io/GeoStyle":[158]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2026-04-11T00:00:00"}