{"id":"https://openalex.org/W4415238339","doi":"https://doi.org/10.1007/s11704-025-40774-x","title":"HexaDream: hexaview prior and constraint for text to 3D creation","display_name":"HexaDream: hexaview prior and constraint for text to 3D creation","publication_year":2025,"publication_date":"2025-10-16","ids":{"openalex":"https://openalex.org/W4415238339","doi":"https://doi.org/10.1007/s11704-025-40774-x"},"language":"en","primary_location":{"id":"doi:10.1007/s11704-025-40774-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11704-025-40774-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11704-025-40774-x.pdf","source":{"id":"https://openalex.org/S4210231404","display_name":"Frontiers of Computer Science","issn_l":"2095-2228","issn":["2095-2228","2095-2236"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311889","host_organization_name":"Higher Education Press","host_organization_lineage":["https://openalex.org/P4310311889"],"host_organization_lineage_names":["Higher Education Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers of Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11704-025-40774-x.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100363606","display_name":"Zhichao Zhang","orcid":"https://orcid.org/0000-0002-2774-2384"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi-Chao Zhang","raw_affiliation_strings":["College of Computer Science and Technology, National University of Defense Technology, Changsha, 410000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, National University of Defense Technology, Changsha, 410000, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100334231","display_name":"Hui Chen","orcid":"https://orcid.org/0000-0003-4180-5801"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Chen","raw_affiliation_strings":["College of Computer Science and Technology, National University of Defense Technology, Changsha, 410000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, National University of Defense Technology, Changsha, 410000, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057800129","display_name":"Jinsheng Deng","orcid":"https://orcid.org/0000-0001-6127-410X"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]},{"id":"https://openalex.org/I2802541053","display_name":"Academy of Military Medical Sciences","ror":"https://ror.org/02bv3c993","country_code":"CN","type":"facility","lineage":["https://openalex.org/I2802541053"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jin-Sheng Deng","raw_affiliation_strings":["College of Computer Science and Technology, National University of Defense Technology, Changsha, 410000, China","Military Intelligent Research Institute, Academy of Military Sciences, Beijing, 100091, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, National University of Defense Technology, Changsha, 410000, China","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"Military Intelligent Research Institute, Academy of Military Sciences, Beijing, 100091, China","institution_ids":["https://openalex.org/I2802541053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084382806","display_name":"Ming Xu","orcid":"https://orcid.org/0000-0002-8849-9656"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Xu","raw_affiliation_strings":["College of Computer Science and Technology, National University of Defense Technology, Changsha, 410000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, National University of Defense Technology, Changsha, 410000, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006200583","display_name":"Zhengbin Pang","orcid":"https://orcid.org/0000-0003-2046-5043"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng-Bin Pang","raw_affiliation_strings":["College of Computer Science and Technology, National University of Defense Technology, Changsha, 410000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, National University of Defense Technology, Changsha, 410000, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5057800129"],"corresponding_institution_ids":["https://openalex.org/I170215575","https://openalex.org/I2802541053"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":{"value":2890,"currency":"USD","value_usd":2890},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22288115,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"20","issue":"2","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":0.9998000264167786,"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":0.9998000264167786,"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":0.9990000128746033,"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/T11245","display_name":"Advanced Numerical Analysis Techniques","score":0.9940000176429749,"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":0.671500027179718},{"id":"https://openalex.org/keywords/merge","display_name":"Merge (version control)","score":0.6097999811172485},{"id":"https://openalex.org/keywords/view-synthesis","display_name":"View synthesis","score":0.46320000290870667},{"id":"https://openalex.org/keywords/janus","display_name":"Janus","score":0.4129999876022339},{"id":"https://openalex.org/keywords/constructive","display_name":"Constructive","score":0.38280001282691956},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.3571999967098236},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.35100001096725464},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.34850001335144043}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8693000078201294},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.671500027179718},{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.6097999811172485},{"id":"https://openalex.org/C2776449333","wikidata":"https://www.wikidata.org/wiki/Q7928781","display_name":"View synthesis","level":3,"score":0.46320000290870667},{"id":"https://openalex.org/C2779290492","wikidata":"https://www.wikidata.org/wiki/Q6155940","display_name":"Janus","level":2,"score":0.4129999876022339},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40119999647140503},{"id":"https://openalex.org/C2778701210","wikidata":"https://www.wikidata.org/wiki/Q28130034","display_name":"Constructive","level":3,"score":0.38280001282691956},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.35929998755455017},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.3571999967098236},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.35100001096725464},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.34850001335144043},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32760000228881836},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32739999890327454},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.30000001192092896},{"id":"https://openalex.org/C175694140","wikidata":"https://www.wikidata.org/wiki/Q980329","display_name":"Orthographic projection","level":2,"score":0.298799991607666},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.2962000072002411},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.2793999910354614},{"id":"https://openalex.org/C2778045648","wikidata":"https://www.wikidata.org/wiki/Q176827","display_name":"Markov random field","level":4,"score":0.2793000042438507},{"id":"https://openalex.org/C31487907","wikidata":"https://www.wikidata.org/wiki/Q1154597","display_name":"Polygon mesh","level":2,"score":0.27810001373291016},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.27399998903274536},{"id":"https://openalex.org/C124913957","wikidata":"https://www.wikidata.org/wiki/Q1232548","display_name":"Zoom","level":3,"score":0.26750001311302185},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.265500009059906},{"id":"https://openalex.org/C136643341","wikidata":"https://www.wikidata.org/wiki/Q1361526","display_name":"Reachability","level":2,"score":0.258899986743927},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.2540000081062317},{"id":"https://openalex.org/C169087156","wikidata":"https://www.wikidata.org/wiki/Q2131593","display_name":"Framing (construction)","level":2,"score":0.25119999051094055}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11704-025-40774-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11704-025-40774-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11704-025-40774-x.pdf","source":{"id":"https://openalex.org/S4210231404","display_name":"Frontiers of Computer Science","issn_l":"2095-2228","issn":["2095-2228","2095-2236"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311889","host_organization_name":"Higher Education Press","host_organization_lineage":["https://openalex.org/P4310311889"],"host_organization_lineage_names":["Higher Education Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers of Computer Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s11704-025-40774-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11704-025-40774-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11704-025-40774-x.pdf","source":{"id":"https://openalex.org/S4210231404","display_name":"Frontiers of Computer Science","issn_l":"2095-2228","issn":["2095-2228","2095-2236"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311889","host_organization_name":"Higher Education Press","host_organization_lineage":["https://openalex.org/P4310311889"],"host_organization_lineage_names":["Higher Education Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers of Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4415238339.pdf","grobid_xml":"https://content.openalex.org/works/W4415238339.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W1583837637","https://openalex.org/W2602856279","https://openalex.org/W2914304175","https://openalex.org/W2962849139","https://openalex.org/W2963926543","https://openalex.org/W3180196270","https://openalex.org/W3182714444","https://openalex.org/W3216476011","https://openalex.org/W4200150166","https://openalex.org/W4231222129","https://openalex.org/W4312969460","https://openalex.org/W4313154783","https://openalex.org/W4386076286","https://openalex.org/W4386113267"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"The":[1],"burgeoning":[2],"field":[3],"of":[4,29,39,103,156],"text-to-3D":[5],"synthesis":[6],"offers":[7],"transformative":[8],"potential":[9],"in":[10,50,158,161,167],"diverse":[11],"domains":[12],"such":[13],"as":[14],"computer-aided":[15],"design,":[16],"gaming,":[17],"virtual":[18],"reality,":[19],"and":[20,31,45,85,101,134,142,164],"artistic":[21],"creation.":[22],"However,":[23],"the":[24,37,58,93,99,104,115,121,136,143],"generation":[25],"struggles":[26],"with":[27,171],"issues":[28],"inconsistency":[30],"low":[32],"resolution,":[33],"primarily":[34],"due":[35],"to":[36,57,63,69,80,130],"lack":[38],"critical":[40],"visual":[41],"clues":[42],"like":[43],"views":[44,133],"attributes.":[46],"Furthermore,":[47],"random":[48],"constraint":[49],"rendering":[51],"may":[52],"impair":[53],"model":[54],"inference,":[55],"leading":[56],"Janus":[59],"problem.":[60],"In":[61],"response":[62],"these":[64,140],"challenges,":[65],"we":[66],"introduce":[67],"HexaDream":[68,153],"produce":[70],"high-quality":[71],"3D":[72,116],"content.":[73],"Hexaview":[74],"Generation":[75],"Diffusion":[76],"Model":[77],"is":[78,120],"designed":[79],"merge":[81],"object":[82],"types,":[83],"attributes,":[84],"view-specific":[86],"text":[87],"into":[88,114],"unified":[89],"latent":[90],"space.":[91],"Besides,":[92],"feature":[94],"aggregation":[95],"attention":[96],"significantly":[97],"enhances":[98],"detail":[100],"consistency":[102],"generated":[105],"output":[106],"by":[107],"mapping":[108],"point":[109],"features":[110],"from":[111],"orthogonal":[112],"view":[113],"domain.":[117],"Another":[118],"innovation":[119],"Dynamic-weighted":[122],"HexaConstraint.":[123],"This":[124],"module":[125],"employs":[126],"a":[127],"projection":[128],"matrix":[129],"generate":[131],"projected":[132],"calculates":[135],"differential":[137],"loss":[138],"between":[139],"projections":[141],"hexaviews,":[144],"ensuring":[145],"high":[146],"fidelity.":[147],"Our":[148],"comparative":[149],"experiments":[150],"show":[151],"that":[152],"achieves":[154],"improvements":[155],"8%":[157],"CLIP-R,":[159],"12%":[160],"Keypart":[162],"Fidelity,":[163],"especially":[165],"20.6%":[166],"Multihead":[168],"Alleviation":[169],"compared":[170],"existing":[172],"methods":[173],"respectively.":[174]},"counts_by_year":[],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-16T00:00:00"}