{"id":"https://openalex.org/W7141464759","doi":"https://doi.org/10.1109/icce67443.2026.11449632","title":"Assessing the impact of image labelling on avatar faces generated by diffusion models","display_name":"Assessing the impact of image labelling on avatar faces generated by diffusion models","publication_year":2026,"publication_date":"2026-02-03","ids":{"openalex":"https://openalex.org/W7141464759","doi":"https://doi.org/10.1109/icce67443.2026.11449632"},"language":null,"primary_location":{"id":"doi:10.1109/icce67443.2026.11449632","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce67443.2026.11449632","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE International Conference on Consumer Electronics (ICCE)","raw_type":"proceedings-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/A5130721867","display_name":"Adamor Barros-Neto","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Adamor Barros-Neto","raw_affiliation_strings":["Sidia Science and Technology Institute,Manaus,Brazil"],"affiliations":[{"raw_affiliation_string":"Sidia Science and Technology Institute,Manaus,Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130720108","display_name":"Alexandre Lima","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alexandre Lima","raw_affiliation_strings":["Sidia Science and Technology Institute,Manaus,Brazil"],"affiliations":[{"raw_affiliation_string":"Sidia Science and Technology Institute,Manaus,Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035812404","display_name":"Raphael Small","orcid":"https://orcid.org/0000-0002-9631-210X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Raphael Small","raw_affiliation_strings":["Sidia Science and Technology Institute,Manaus,Brazil"],"affiliations":[{"raw_affiliation_string":"Sidia Science and Technology Institute,Manaus,Brazil","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013317137","display_name":"Rayol Mendonca-Neto","orcid":"https://orcid.org/0000-0001-9693-6417"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rayol Mendonca-Neto","raw_affiliation_strings":["Sidia Science and Technology Institute,Manaus,Brazil"],"affiliations":[{"raw_affiliation_string":"Sidia Science and Technology Institute,Manaus,Brazil","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5130721867"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.9018807,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11094","display_name":"Face Recognition and Perception","score":0.8496999740600586,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11094","display_name":"Face Recognition and Perception","score":0.8496999740600586,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.10570000112056732,"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"}},{"id":"https://openalex.org/T11118","display_name":"Evolutionary Psychology and Human Behavior","score":0.004100000020116568,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/labelling","display_name":"Labelling","score":0.4618000090122223},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4034000039100647},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.3727000057697296},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.3495999872684479},{"id":"https://openalex.org/keywords/avatar","display_name":"Avatar","score":0.34689998626708984},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.34279999136924744}],"concepts":[{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7231000065803528},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.673799991607666},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5952000021934509},{"id":"https://openalex.org/C2780523633","wikidata":"https://www.wikidata.org/wiki/Q380709","display_name":"Labelling","level":2,"score":0.4618000090122223},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4034000039100647},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.3727000057697296},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.3495999872684479},{"id":"https://openalex.org/C2777365542","wikidata":"https://www.wikidata.org/wiki/Q83090","display_name":"Avatar","level":2,"score":0.34689998626708984},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.34279999136924744},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.3172000050544739},{"id":"https://openalex.org/C2777402240","wikidata":"https://www.wikidata.org/wiki/Q6783436","display_name":"Masking (illustration)","level":2,"score":0.2969000041484833},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2777999937534332},{"id":"https://openalex.org/C83248878","wikidata":"https://www.wikidata.org/wiki/Q344000","display_name":"Active appearance model","level":3,"score":0.2687000036239624},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.26600000262260437}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce67443.2026.11449632","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce67443.2026.11449632","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE International Conference on Consumer Electronics (ICCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2949662773","https://openalex.org/W4301229630","https://openalex.org/W4386066462","https://openalex.org/W4400955716","https://openalex.org/W4413145608"],"related_works":[],"abstract_inverted_index":{"Recent":[0],"advances":[1],"in":[2],"diffusion":[3,152],"models":[4,65,153],"have":[5],"enabled":[6],"the":[7,15,18,29,51,126],"generation":[8],"of":[9,17,31,50,58,128],"highly":[10],"realistic":[11],"avatar":[12,60,135,155],"faces,":[13],"yet":[14],"influence":[16],"textual":[19],"description":[20],"used":[21],"during":[22],"fine-tuning":[23,151],"remains":[24],"unclear.":[25],"We":[26],"systematically":[27],"evaluate":[28],"impact":[30],"three":[32,64,82],"captioning":[33,68,129],"strategies:":[34],"a)":[35],"natural-language":[36],"descriptions,":[37],"b)":[38],"Danbooru":[39],"tags,":[40],"and":[41,73],"c)":[42],"no":[43,117],"caption":[44],"-":[45],"on":[46,81,134],"a":[47,55],"LoRA-based":[48],"fine-tune":[49],"FLUX.1-dev":[52],"model.":[53],"Using":[54],"curated":[56],"dataset":[57],"25":[59],"images,":[61,72],"we":[62],"trained":[63],"(one":[66],"per":[67],"strategy),":[69],"generated":[70],"3,000":[71],"measured":[74],"face":[75,84,136],"fidelity":[76],"by":[77],"computing":[78],"cosine":[79,99],"similarity":[80],"distinct":[83],"landmarks":[85],"(eyes,":[86],"nose,":[87],"mouth).":[88],"Results":[89],"show":[90],"that":[91,139],"all":[92],"strategies":[93],"yield":[94],"virtually":[95],"indistinguishable":[96],"performance":[97],"(average":[98],"similarities:":[100],"0.841":[101],"\u00b1":[102,107,112],"0.045":[103],"for":[104,109,114,154],"NLP,":[105],"0.839":[106],"0.040":[108],"Danbooru,":[110],"0.838":[111],"0.039":[113],"No-Caption),":[115],"with":[116],"statistically":[118],"significant":[119],"differences":[120],"(Wilcoxon":[121],"p":[122],">":[123],"0.05).":[124],"Thus,":[125],"choice":[127],"strategy":[130],"has":[131],"negligible":[132],"effect":[133],"quality,":[137],"suggesting":[138],"other":[140],"factors":[141],"(e.g.,":[142],"data":[143],"diversity,":[144],"model":[145],"architecture)":[146],"should":[147],"be":[148],"prioritized":[149],"when":[150],"generation.":[156]},"counts_by_year":[],"updated_date":"2026-03-29T06:01:01.467347","created_date":"2026-03-28T00:00:00"}
