{"id":"https://openalex.org/W4391660218","doi":"https://doi.org/10.1631/fitee.2300314","title":"Deep3DSketch-im: rapid high-fidelity AI 3D model generation by single freehand sketches","display_name":"Deep3DSketch-im: rapid high-fidelity AI 3D model generation by single freehand sketches","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391660218","doi":"https://doi.org/10.1631/fitee.2300314"},"language":"en","primary_location":{"id":"doi:10.1631/fitee.2300314","is_oa":false,"landing_page_url":"https://doi.org/10.1631/fitee.2300314","pdf_url":null,"source":{"id":"https://openalex.org/S4210189857","display_name":"Frontiers of Information Technology & Electronic Engineering","issn_l":"2095-9184","issn":["2095-9184","2095-9230"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers of Information Technology &amp; Electronic Engineering","raw_type":"journal-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/A5054714748","display_name":"Tianrun Chen","orcid":"https://orcid.org/0000-0003-0177-0157"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianrun Chen","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-0177-0157","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032499985","display_name":"Runlong Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I3018263800","display_name":"Huzhou University","ror":"https://ror.org/04mvpxy20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3018263800"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Runlong Cao","raw_affiliation_strings":["School of Information Engineering, Huzhou University, Huzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Huzhou University, Huzhou, China","institution_ids":["https://openalex.org/I3018263800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015625724","display_name":"Zejian Li","orcid":"https://orcid.org/0000-0001-5313-2742"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zejian Li","raw_affiliation_strings":["School of Software Technology, Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057492564","display_name":"Ying Zang","orcid":"https://orcid.org/0000-0002-1361-1500"},"institutions":[{"id":"https://openalex.org/I3018263800","display_name":"Huzhou University","ror":"https://ror.org/04mvpxy20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3018263800"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ying Zang","raw_affiliation_strings":["School of Information Engineering, Huzhou University, Huzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-1361-1500","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Huzhou University, Huzhou, China","institution_ids":["https://openalex.org/I3018263800"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036387698","display_name":"Lingyun Sun","orcid":"https://orcid.org/0000-0002-5561-0493"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lingyun Sun","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-5561-0493","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5036387698","https://openalex.org/A5057492564"],"corresponding_institution_ids":["https://openalex.org/I168879160","https://openalex.org/I3018263800"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":3.345,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.92908148,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"25","issue":"1","first_page":"149","last_page":"159"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9993000030517578,"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":0.9988999962806702,"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/computer-science","display_name":"Computer science","score":0.8521468639373779},{"id":"https://openalex.org/keywords/sketch","display_name":"Sketch","score":0.7963957786560059},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6401309370994568},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6128186583518982},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6014378666877747},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5141680240631104},{"id":"https://openalex.org/keywords/ambiguity","display_name":"Ambiguity","score":0.4673027992248535},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4553338885307312},{"id":"https://openalex.org/keywords/3d-modeling","display_name":"3D modeling","score":0.4440639615058899},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.43284448981285095},{"id":"https://openalex.org/keywords/sketch-recognition","display_name":"Sketch recognition","score":0.4285348951816559},{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.4168054461479187},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.363740473985672},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3295097053050995}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8521468639373779},{"id":"https://openalex.org/C2779231336","wikidata":"https://www.wikidata.org/wiki/Q7534724","display_name":"Sketch","level":2,"score":0.7963957786560059},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6401309370994568},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6128186583518982},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6014378666877747},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5141680240631104},{"id":"https://openalex.org/C2780522230","wikidata":"https://www.wikidata.org/wiki/Q1140419","display_name":"Ambiguity","level":2,"score":0.4673027992248535},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4553338885307312},{"id":"https://openalex.org/C2777897806","wikidata":"https://www.wikidata.org/wiki/Q568742","display_name":"3D modeling","level":2,"score":0.4440639615058899},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.43284448981285095},{"id":"https://openalex.org/C132900626","wikidata":"https://www.wikidata.org/wiki/Q7534733","display_name":"Sketch recognition","level":4,"score":0.4285348951816559},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.4168054461479187},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.363740473985672},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3295097053050995},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1631/fitee.2300314","is_oa":false,"landing_page_url":"https://doi.org/10.1631/fitee.2300314","pdf_url":null,"source":{"id":"https://openalex.org/S4210189857","display_name":"Frontiers of Information Technology & Electronic Engineering","issn_l":"2095-9184","issn":["2095-9184","2095-9230"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers of Information Technology &amp; Electronic Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.6499999761581421,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1892078565","https://openalex.org/W1996143108","https://openalex.org/W2021122545","https://openalex.org/W2171501075","https://openalex.org/W2902728981","https://openalex.org/W2941874053","https://openalex.org/W2956133448","https://openalex.org/W2962849139","https://openalex.org/W2963527086","https://openalex.org/W2963627347","https://openalex.org/W2990173985","https://openalex.org/W2993770734","https://openalex.org/W3094480455","https://openalex.org/W3101230338","https://openalex.org/W3128983884","https://openalex.org/W3176368002","https://openalex.org/W3198362969","https://openalex.org/W3200461691","https://openalex.org/W4214722801","https://openalex.org/W4295762848","https://openalex.org/W4297184550","https://openalex.org/W4310924423","https://openalex.org/W4312887747","https://openalex.org/W4313041309","https://openalex.org/W4319300494","https://openalex.org/W4321512561","https://openalex.org/W4322775461","https://openalex.org/W4361854568","https://openalex.org/W4372260515","https://openalex.org/W4378501083","https://openalex.org/W4385276656","https://openalex.org/W4386065599","https://openalex.org/W4386075992","https://openalex.org/W4387968990","https://openalex.org/W4388262171","https://openalex.org/W4390874611","https://openalex.org/W4391308416","https://openalex.org/W4391660222","https://openalex.org/W4391660239","https://openalex.org/W6600339457","https://openalex.org/W6600696048","https://openalex.org/W6601215536","https://openalex.org/W6603321769","https://openalex.org/W6611670707","https://openalex.org/W6742835132"],"related_works":["https://openalex.org/W2294900353","https://openalex.org/W2411243951","https://openalex.org/W2151314278","https://openalex.org/W13629514","https://openalex.org/W1971224820","https://openalex.org/W2963977451","https://openalex.org/W2098836165","https://openalex.org/W1976890290","https://openalex.org/W1573697454","https://openalex.org/W2966897482"],"abstract_inverted_index":{"The":[0,38],"rise":[1],"of":[2,35,41,116,141,181],"artificial":[3,18],"intelligence":[4,19],"generated":[5,21,161],"content":[6,44],"(AIGC)":[7],"has":[8,174],"been":[9],"remarkable":[10],"in":[11,166],"the":[12,87,98,105,139,142,175,179],"language":[13],"and":[14,33,51,89,120,130,151,188],"image":[15],"fields,":[16],"but":[17],"(AI)":[20],"three-dimensional":[22],"(3D)":[23],"models":[24],"are":[25,135],"still":[26],"under-explored":[27],"due":[28,85],"to":[29,86,103,137,177],"their":[30],"complex":[31],"nature":[32],"lack":[34],"training":[36],"data.":[37],"conventional":[39],"approach":[40],"creating":[42],"3D":[43,68,182],"through":[45],"computer-aided":[46],"design":[47],"(CAD)":[48],"is":[49,81],"labor-intensive":[50],"requires":[52],"expertise,":[53],"making":[54],"it":[55],"challenging":[56,83],"for":[57,78,191],"novice":[58,192],"users.":[59,193],"To":[60],"address":[61],"this":[62],"issue,":[63],"we":[64],"propose":[65],"a":[66,74,82,93,121,167],"sketch-based":[67],"modeling":[69,183],"approach,":[70,143],"Deep3DSketch-im,":[71,163],"which":[72],"uses":[73,92],"single":[75],"freehand":[76],"sketch":[77],"modeling.":[79],"This":[80],"task":[84],"sparsity":[88],"ambiguity.":[90],"Deep3DSketch-im":[91,173],"novel":[94],"data":[95],"representation":[96],"called":[97],"signed":[99],"distance":[100],"field":[101,114],"(SDF)":[102],"improve":[104],"sketch-to-3D":[106],"model":[107],"process":[108,180],"by":[109,162,184],"incorporating":[110],"an":[111,186],"implicit":[112],"continuous":[113],"instead":[115],"voxel":[117],"or":[118],"points,":[119],"specially":[122],"designed":[123],"neural":[124],"network":[125],"that":[126,172],"can":[127],"capture":[128],"point":[129],"local":[131],"features.":[132],"Extensive":[133],"experiments":[134],"conducted":[136],"demonstrate":[138],"effectiveness":[140],"achieving":[144],"state-of-the-art":[145],"(SOTA)":[146],"performance":[147],"on":[148],"both":[149],"synthetic":[150],"real":[152],"datasets.":[153],"Additionally,":[154],"users":[155],"show":[156],"more":[157],"satisfaction":[158],"with":[159],"results":[160],"as":[164],"reported":[165],"user":[168],"study.":[169],"We":[170],"believe":[171],"potential":[176],"revolutionize":[178],"providing":[185],"intuitive":[187],"easy-to-use":[189],"solution":[190]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
