{"id":"https://openalex.org/W4406857339","doi":"https://doi.org/10.1109/tmm.2025.3535325","title":"Learning Shape-Color Diffusion Priors for Text-Guided 3D Object Generation","display_name":"Learning Shape-Color Diffusion Priors for Text-Guided 3D Object Generation","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4406857339","doi":"https://doi.org/10.1109/tmm.2025.3535325"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2025.3535325","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2025.3535325","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","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/A5107555183","display_name":"Sheng-Yu Huang","orcid":"https://orcid.org/0000-0002-3149-9620"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Sheng-Yu Huang","raw_affiliation_strings":["Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","Graduate Institute of Communication Engineering, National Taiwan University, Taiwan"],"affiliations":[{"raw_affiliation_string":"Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"Graduate Institute of Communication Engineering, National Taiwan University, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104259508","display_name":"Chi-Pin Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chi-Pin Huang","raw_affiliation_strings":["Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","Graduate Institute of Communication Engineering, National Taiwan University, Taiwan"],"affiliations":[{"raw_affiliation_string":"Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"Graduate Institute of Communication Engineering, National Taiwan University, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101827449","display_name":"Kai-Po Chang","orcid":"https://orcid.org/0009-0008-5182-2019"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Kai-Po Chang","raw_affiliation_strings":["Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","Graduate Institute of Communication Engineering, National Taiwan University, Taiwan"],"affiliations":[{"raw_affiliation_string":"Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"Graduate Institute of Communication Engineering, National Taiwan University, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113395518","display_name":"Zi-Ting Chou","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Zi-Ting Chou","raw_affiliation_strings":["Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","Graduate Institute of Communication Engineering, National Taiwan University, Taiwan"],"affiliations":[{"raw_affiliation_string":"Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"Graduate Institute of Communication Engineering, National Taiwan University, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111224541","display_name":"I-Jieh Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"I-Jieh Liu","raw_affiliation_strings":["Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","Graduate Institute of Communication Engineering, National Taiwan University, Taiwan"],"affiliations":[{"raw_affiliation_string":"Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"Graduate Institute of Communication Engineering, National Taiwan University, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090045508","display_name":"Yu-Chiang Frank Wang","orcid":"https://orcid.org/0000-0002-2333-157X"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Chiang Frank Wang","raw_affiliation_strings":["Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","Graduate Institute of Communication Engineering, National Taiwan University, Taiwan"],"affiliations":[{"raw_affiliation_string":"Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"Graduate Institute of Communication Engineering, National Taiwan University, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5107555183"],"corresponding_institution_ids":["https://openalex.org/I16733864"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01511774,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"27","issue":null,"first_page":"3294","last_page":"3306"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12290","display_name":"Human Motion and Animation","score":0.9660999774932861,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T12290","display_name":"Human Motion and Animation","score":0.9660999774932861,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9621000289916992,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9552000164985657,"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":0.826351523399353},{"id":"https://openalex.org/keywords/prior-probability","display_name":"Prior probability","score":0.6267151236534119},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.622454822063446},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5236577391624451},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4956003427505493},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39748406410217285},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.32043325901031494},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.19350281357765198}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.826351523399353},{"id":"https://openalex.org/C177769412","wikidata":"https://www.wikidata.org/wiki/Q278090","display_name":"Prior probability","level":3,"score":0.6267151236534119},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.622454822063446},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5236577391624451},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4956003427505493},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39748406410217285},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.32043325901031494},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.19350281357765198}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2025.3535325","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2025.3535325","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5099999904632568,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W1569530544","https://openalex.org/W2016589492","https://openalex.org/W2211722331","https://openalex.org/W2251329024","https://openalex.org/W2560609797","https://openalex.org/W2752796333","https://openalex.org/W2760103357","https://openalex.org/W2886499109","https://openalex.org/W2896457183","https://openalex.org/W2962770929","https://openalex.org/W2963627347","https://openalex.org/W2963926543","https://openalex.org/W2964078384","https://openalex.org/W2979750740","https://openalex.org/W2985683375","https://openalex.org/W3021962567","https://openalex.org/W3091123787","https://openalex.org/W3097606102","https://openalex.org/W3109585842","https://openalex.org/W3192240783","https://openalex.org/W3199693760","https://openalex.org/W3203898101","https://openalex.org/W3216352822","https://openalex.org/W4221151978","https://openalex.org/W4239863109","https://openalex.org/W4312500989","https://openalex.org/W4312638666","https://openalex.org/W4312784800","https://openalex.org/W4312910764","https://openalex.org/W4312933868","https://openalex.org/W4323022503","https://openalex.org/W4382457527","https://openalex.org/W4385245566","https://openalex.org/W4386065887","https://openalex.org/W4386071840","https://openalex.org/W4386076002","https://openalex.org/W4386083014","https://openalex.org/W4386973810","https://openalex.org/W4388191573","https://openalex.org/W4389494893","https://openalex.org/W4390871705","https://openalex.org/W4391019999","https://openalex.org/W4404782964","https://openalex.org/W6631190155","https://openalex.org/W6687484953","https://openalex.org/W6739778489","https://openalex.org/W6741832134","https://openalex.org/W6755234996","https://openalex.org/W6761551260","https://openalex.org/W6765779288","https://openalex.org/W6766978945","https://openalex.org/W6779823529","https://openalex.org/W6791353385","https://openalex.org/W6811340617","https://openalex.org/W6838639034","https://openalex.org/W6840192972","https://openalex.org/W6843813467","https://openalex.org/W6846176957","https://openalex.org/W6847671982","https://openalex.org/W6850625674","https://openalex.org/W6856304189"],"related_works":["https://openalex.org/W4386190339","https://openalex.org/W2968424575","https://openalex.org/W3142333283","https://openalex.org/W2580650124","https://openalex.org/W3122088529","https://openalex.org/W3041320102","https://openalex.org/W2111669074","https://openalex.org/W2085259108","https://openalex.org/W3123087812","https://openalex.org/W2071416974"],"abstract_inverted_index":{"Generating":[0],"3D":[1,39,121,127,133,260],"shapes":[2],"according":[3],"to":[4,20,31,56,65,83,100,124,172,203,214],"specific":[5],"textual":[6],"input":[7,146,175],"is":[8,98],"a":[9,44,90,111,115,119,167,178,182,233],"crucial":[10],"topic":[11],"in":[12,106,277],"the":[13,21,32,107,141,145,149,152,157,174,204,216,228,241,254,273],"multimedia":[14,278],"application,":[15],"with":[16],"its":[17],"potential":[18],"enhancement":[19],"VR/AR/XR":[22],"usage":[23],"that":[24,191],"enables":[25],"more":[26],"diverse":[27],"virtual":[28],"scenes.":[29],"Due":[30,202],"recent":[33],"success":[34],"of":[35,46,206,218,245,256,279],"diffusion":[36,135],"models,":[37],"text-guided":[38],"object":[40,87,122,220,261],"generation":[41,262],"has":[42],"drawn":[43],"lot":[45],"attention":[47],"recently.":[48],"However,":[49],"current":[50],"latent":[51,113,117,134,143],"diffusion-based":[52],"methods":[53],"are":[54,212],"restricted":[55],"shape-only":[57],"generation,":[58],"requiring":[59],"time-consuming":[60],"and":[61,103,109,114,148,181,208,238,243,263,275],"computationally":[62],"expensive":[63],"post-processing":[64],"obtain":[66],"colored":[67,85,126],"objects.":[68,128],"In":[69],"this":[70],"paper,":[71],"we":[72,164,211,252],"propose":[73],"an":[74,186,219,250],"end-to-end":[75],"<italic":[76],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[77],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Shape-Color":[78],"Diffusion":[79],"Prior":[80],"framework":[81],"(SCDiff)</i>":[82],"achieve":[84],"text-to-3D":[86],"generation.":[88],"Given":[89],"general":[91],"text":[92,108,147,176],"description":[93],"as":[94],"input,":[95],"our":[96,192,246,257,280],"SCDiff":[97,130,258],"able":[99,213],"distinguish":[101],"shape":[102,112,142,179,207],"color-related":[104],"priors":[105],"generate":[110],"color":[116,153,183,209,217,224],"for":[118],"pre-trained":[120],"auto-encoder":[123],"derive":[125],"Our":[129],"contains":[131],"two":[132,158],"models":[136],"(LDM),":[137],"where":[138],"one":[139],"generates":[140,151],"from":[144],"other":[150],"latent.":[154],"To":[155],"help":[156],"LDMs":[159],"focus":[160],"on":[161,232,259,266],"shape/color-related":[162],"information,":[163],"further":[165,271],"adopt":[166],"Large":[168],"Language":[169],"Model":[170],"(LLM)":[171],"separate":[173],"into":[177],"phrase":[180,184],"via":[185],"in-context":[187],"learning":[188],"technique":[189],"so":[190],"shape/color":[193],"LDM":[194],"would":[195,236],"not":[196],"be":[197],"influenced":[198],"by":[199,221],"irrelevant":[200],"information.":[201],"separation":[205],"latent,":[210],"manipulate":[215],"giving":[222],"different":[223],"phrases":[225],"while":[226],"maintaining":[227],"original":[229],"shape.":[230],"Experiments":[231],"benchmark":[234],"dataset":[235],"quantitatively":[237],"qualitatively":[239],"verify":[240],"effectiveness":[242],"practicality":[244],"proposed":[247,281],"model.":[248],"As":[249],"extension,":[251],"show":[253],"capability":[255],"manipulation":[264],"based":[265],"various":[267],"modality":[268],"conditions,":[269],"which":[270],"confirms":[272],"scalability":[274],"applications":[276],"framework.":[282]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}