{"id":"https://openalex.org/W4415992184","doi":"https://doi.org/10.1109/tip.2025.3627408","title":"Food3D: Text-Driven Customizable 3D Food Generation With Gaussian Splatting","display_name":"Food3D: Text-Driven Customizable 3D Food Generation With Gaussian Splatting","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4415992184","doi":"https://doi.org/10.1109/tip.2025.3627408","pmid":"https://pubmed.ncbi.nlm.nih.gov/41191463"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2025.3627408","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2025.3627408","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5070288031","display_name":"Dongjian Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongjian Yu","raw_affiliation_strings":["School of Software, Yunnan University, Kunming, China"],"raw_orcid":"https://orcid.org/0009-0003-0865-0489","affiliations":[{"raw_affiliation_string":"School of Software, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039322394","display_name":"Weiqing Min","orcid":"https://orcid.org/0000-0001-6668-9208"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiqing Min","raw_affiliation_strings":["Chinese Academy of Sciences, Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-6668-9208","affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences, Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100641350","display_name":"Xin Jin","orcid":"https://orcid.org/0000-0003-2211-2006"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Jin","raw_affiliation_strings":["School of Software, Yunnan University, Kunming, China"],"raw_orcid":"https://orcid.org/0000-0003-2211-2006","affiliations":[{"raw_affiliation_string":"School of Software, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039717115","display_name":"Qian Jiang","orcid":"https://orcid.org/0000-0003-3097-0721"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Jiang","raw_affiliation_strings":["School of Software, Yunnan University, Kunming, China"],"raw_orcid":"https://orcid.org/0000-0003-3097-0721","affiliations":[{"raw_affiliation_string":"School of Software, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000436275","display_name":"Shaowen Yao","orcid":"https://orcid.org/0000-0003-1516-4246"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaowen Yao","raw_affiliation_strings":["School of Software, Yunnan University, Kunming, China"],"raw_orcid":"https://orcid.org/0000-0003-1516-4246","affiliations":[{"raw_affiliation_string":"School of Software, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085719285","display_name":"Shuqiang Jiang","orcid":"https://orcid.org/0000-0002-1596-4326"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuqiang Jiang","raw_affiliation_strings":["Chinese Academy of Sciences, Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1596-4326","affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences, Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24749784,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"34","issue":null,"first_page":"7290","last_page":"7304"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.558899998664856,"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":0.558899998664856,"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":0.21320000290870667,"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":0.04179999977350235,"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/initialization","display_name":"Initialization","score":0.8855999708175659},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.413100004196167},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.39399999380111694},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.38589999079704285},{"id":"https://openalex.org/keywords/texture-synthesis","display_name":"Texture synthesis","score":0.3813000023365021},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.33390000462532043},{"id":"https://openalex.org/keywords/high-fidelity","display_name":"High fidelity","score":0.31709998846054077}],"concepts":[{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.8855999708175659},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8510000109672546},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4684000015258789},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.413100004196167},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.39399999380111694},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.38589999079704285},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3840999901294708},{"id":"https://openalex.org/C50494287","wikidata":"https://www.wikidata.org/wiki/Q658467","display_name":"Texture synthesis","level":5,"score":0.3813000023365021},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.33390000462532043},{"id":"https://openalex.org/C113364801","wikidata":"https://www.wikidata.org/wiki/Q26674","display_name":"High fidelity","level":2,"score":0.31709998846054077},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.31360000371932983},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30979999899864197},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.30959999561309814},{"id":"https://openalex.org/C3019007443","wikidata":"https://www.wikidata.org/wiki/Q568742","display_name":"3d model","level":2,"score":0.28040000796318054},{"id":"https://openalex.org/C2777897806","wikidata":"https://www.wikidata.org/wiki/Q568742","display_name":"3D modeling","level":2,"score":0.2709999978542328},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.27070000767707825},{"id":"https://openalex.org/C61224824","wikidata":"https://www.wikidata.org/wiki/Q2260434","display_name":"Mixture model","level":2,"score":0.2614000141620636},{"id":"https://openalex.org/C200585589","wikidata":"https://www.wikidata.org/wiki/Q752176","display_name":"Texture mapping","level":2,"score":0.25369998812675476}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tip.2025.3627408","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2025.3627408","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Image Processing","raw_type":"journal-article"},{"id":"pmid:41191463","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41191463","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on image processing : a publication of the IEEE Signal Processing Society","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1251363176","display_name":null,"funder_award_id":"62125207","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4092306725","display_name":null,"funder_award_id":"62101481,62261060","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G88877017","display_name":null,"funder_award_id":"62261060","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W12634471","https://openalex.org/W2027493648","https://openalex.org/W2310271424","https://openalex.org/W2526198870","https://openalex.org/W2562357606","https://openalex.org/W2966316879","https://openalex.org/W2972610293","https://openalex.org/W3000523276","https://openalex.org/W3039448353","https://openalex.org/W3093234244","https://openalex.org/W3115266926","https://openalex.org/W3145026862","https://openalex.org/W3160630118","https://openalex.org/W3170706004","https://openalex.org/W4291433229","https://openalex.org/W4312708649","https://openalex.org/W4312933868","https://openalex.org/W4319996536","https://openalex.org/W4360884927","https://openalex.org/W4379467021","https://openalex.org/W4385245566","https://openalex.org/W4386065887","https://openalex.org/W4386072096","https://openalex.org/W4386076215","https://openalex.org/W4386159749","https://openalex.org/W4387197118","https://openalex.org/W4390873331","https://openalex.org/W4390873542","https://openalex.org/W4390874314","https://openalex.org/W4392931361","https://openalex.org/W4393147882","https://openalex.org/W4399563842","https://openalex.org/W4402716405","https://openalex.org/W4402716438","https://openalex.org/W4402727236","https://openalex.org/W4402727912","https://openalex.org/W4402753533","https://openalex.org/W4402753826","https://openalex.org/W4402753842","https://openalex.org/W4402754225","https://openalex.org/W4402754301","https://openalex.org/W4402782434","https://openalex.org/W4402916718","https://openalex.org/W4402961635","https://openalex.org/W4403791796","https://openalex.org/W4403792189","https://openalex.org/W4413147004","https://openalex.org/W4415800390"],"related_works":[],"abstract_inverted_index":{"Realistic":[0],"3D":[1,29,45,57,75,84,129,186,200,230],"food":[2,58,85,163,187,201,220],"creation":[3],"generation":[4,59],"plays":[5],"a":[6,28,38,53,101,148,195,208,236],"critical":[7],"role":[8],"in":[9,74,81,218,260],"applications":[10],"such":[11],"as":[12],"nutritional":[13],"assessment,":[14],"advertising,":[15],"and":[16,89,124,156,174,181,235,246,264,270],"virtual":[17],"content":[18],"creation.":[19],"The":[20],"existing":[21],"text-to-3D":[22,138],"models":[23,139,144,166],"typically":[24],"begin":[25],"by":[26],"initializing":[27],"representation,":[30],"which":[31,106,176],"is":[32],"subsequently":[33],"refined":[34],"using":[35],"supervision":[36],"from":[37],"text-to-image":[39,135,143],"model":[40,211],"to":[41,61,110,168,243],"obtain":[42],"the":[43,70,82,112,116,121,127,132,153,171,179,184,223],"final":[44],"output.":[46],"In":[47],"this":[48,97,191],"work,":[49],"we":[50,99,193],"present":[51],"Food3D,":[52],"novel":[54],"framework":[55],"for":[56,145,198],"designed":[60],"address":[62,96,190],"two":[63],"main":[64],"limitations":[65],"of":[66,72,115,126,134,183],"current":[67,137],"models.":[68,188],"First,":[69],"limitation":[71,133],"initialization":[73,78,109,117],"generation:":[76],"poor":[77],"can":[79],"result":[80],"generated":[83,128,154,185],"lacking":[86],"crucial":[87],"details":[88,173],"realism,":[90],"thereby":[91,119],"reducing":[92],"its":[93],"quality.":[94],"To":[95,189],"issue,":[98],"propose":[100,194],"generalized":[102],"method":[103,197,206],"named":[104],"Food3D-G,":[105],"uses":[107],"Mamba-based":[108],"improve":[111],"starting":[113],"point":[114],"process,":[118],"enhancing":[120],"visual":[122,266],"fidelity":[123],"quality":[125,180],"food.":[130],"Second,":[131],"models:":[136],"often":[140],"rely":[141],"on":[142],"supervision.":[146],"However,":[147],"considerable":[149],"gap":[150],"persists":[151],"between":[152],"images":[155],"real-world":[157],"visuals,":[158],"particularly":[159,217],"when":[160],"modeling":[161],"complex":[162,219],"structures.":[164,221],"These":[165],"fail":[167],"accurately":[169],"capture":[170],"fine":[172],"textures,":[175],"negatively":[177],"impacts":[178],"realism":[182],"limitation,":[192],"customizable":[196],"personalized":[199],"generation,":[202],"termed":[203],"Food3D-C.":[204],"This":[205],"employs":[207],"dual-branch":[209],"diffusion":[210],"that":[212,252],"effectively":[213],"captures":[214],"intricate":[215],"details,":[216],"Within":[222],"Food3D":[224,253],"framework,":[225],"both":[226],"proposed":[227],"methods":[228],"incorporate":[229],"Gaussian":[231],"splatting":[232],"(3D":[233],"GS)":[234],"schedulable":[237],"interval":[238],"score":[239],"matching":[240],"(S-ISM)":[241],"algorithm":[242],"enhance":[244],"shape":[245,262],"texture":[247],"generation.":[248],"Extensive":[249],"experiments":[250],"demonstrate":[251],"achieves":[254],"state-of-the-art":[255],"performance,":[256],"with":[257],"substantial":[258],"improvements":[259],"detail,":[261],"accuracy,":[263],"overall":[265],"realism.":[267],"Project":[268],"page":[269],"source":[271],"codes:":[272],"https://yudongjian.github.io/Food3D/.":[273]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-11-06T00:00:00"}
