{"id":"https://openalex.org/W4402916977","doi":"https://doi.org/10.1109/icip51287.2024.10647802","title":"Towards Better Control Of Latent Spaces For Face Editing","display_name":"Towards Better Control Of Latent Spaces For Face Editing","publication_year":2024,"publication_date":"2024-09-27","ids":{"openalex":"https://openalex.org/W4402916977","doi":"https://doi.org/10.1109/icip51287.2024.10647802"},"language":"en","primary_location":{"id":"doi:10.1109/icip51287.2024.10647802","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip51287.2024.10647802","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Image Processing (ICIP)","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/A5101921900","display_name":"Sava\u015f \u00d6zkan","orcid":"https://orcid.org/0000-0003-2845-9211"},"institutions":[{"id":"https://openalex.org/I4210117523","display_name":"Samsung (United Kingdom)","ror":"https://ror.org/01w6gjq94","country_code":"GB","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210117523"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Savas Ozkan","raw_affiliation_strings":["Samsung Research,UK"],"affiliations":[{"raw_affiliation_string":"Samsung Research,UK","institution_ids":["https://openalex.org/I4210117523"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054882290","display_name":"Mete \u00d6zay","orcid":"https://orcid.org/0000-0002-7189-7260"},"institutions":[{"id":"https://openalex.org/I4210117523","display_name":"Samsung (United Kingdom)","ror":"https://ror.org/01w6gjq94","country_code":"GB","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210117523"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mete Ozay","raw_affiliation_strings":["Samsung Research,UK"],"affiliations":[{"raw_affiliation_string":"Samsung Research,UK","institution_ids":["https://openalex.org/I4210117523"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101921900"],"corresponding_institution_ids":["https://openalex.org/I4210117523"],"apc_list":null,"apc_paid":null,"fwci":0.2632,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.54242545,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"3875","last_page":"3881"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9941999912261963,"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"}},"topics":[{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9941999912261963,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9293000102043152,"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/T10709","display_name":"Social Robot Interaction and HRI","score":0.9286999702453613,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/computer-science","display_name":"Computer science","score":0.7161090970039368},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.6452030539512634},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5238385796546936},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3348056375980377},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.07110226154327393}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7161090970039368},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6452030539512634},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5238385796546936},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3348056375980377},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.07110226154327393},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip51287.2024.10647802","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip51287.2024.10647802","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2107037917","https://openalex.org/W2325939864","https://openalex.org/W2962770929","https://openalex.org/W3014852036","https://openalex.org/W3014859719","https://openalex.org/W3034431451","https://openalex.org/W3035574324","https://openalex.org/W3047371217","https://openalex.org/W3180794345","https://openalex.org/W4214926101","https://openalex.org/W4311415873","https://openalex.org/W4312933868","https://openalex.org/W4313009769","https://openalex.org/W4328029562","https://openalex.org/W4390872107","https://openalex.org/W6631190155","https://openalex.org/W6838910450"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Generative":[0,17],"models":[1],"can":[2,26],"synthesize":[3],"diverse":[4],"and":[5,96,170,181],"photo-realistic":[6],"images":[7],"that":[8,163],"have":[9],"demonstrated":[10],"remarkable":[11],"success":[12],"in":[13,67],"computer":[14],"vision.":[15],"Notably,":[16],"Adversarial":[18],"Networks":[19],"(GANs)":[20],"trained":[21],"for":[22,64,87,108,154],"faces":[23],"(i.e.,":[24],"StyleGAN2)":[25],"be":[27],"considered":[28],"as":[29,93],"a":[30,57,122],"powerful":[31],"image":[32,68],"generation":[33,69],"pipeline.":[34],"However,":[35],"the":[36,49,62,101,133,144],"entangled":[37],"space":[38],"of":[39,47,51,72,75,89,110,147,157],"features":[40,149],"learned":[41,113],"by":[42,70,114,150],"GANs":[43,76],"restricts":[44],"precise":[45],"control":[46,63,86],"modifying":[48],"content":[50],"generated":[52],"images.":[53],"This":[54],"paper":[55],"introduces":[56],"framework":[58,81,102],"designed":[59],"to":[60,83,127,142],"enhance":[61],"face":[65,90,111,117,129,135],"editing":[66,171],"disentanglement":[71],"feature":[73],"spaces":[74,107],"(a.k.a.":[77],"GAN":[78,148],"spaces).":[79],"Our":[80,160],"aims":[82],"enable":[84],"better":[85],"modification":[88],"concepts":[91,112],"such":[92],"pose,":[94],"expression,":[95],"illumination.":[97],"For":[98],"this":[99],"purpose,":[100],"first":[103],"learns":[104],"multiple":[105],"latent":[106],"parameterization":[109],"3D":[115],"Morphable":[116],"models.":[118],"Then,":[119],"it":[120],"employs":[121],"Identity-Conditioned":[123],"Attention":[124],"Mechanism":[125],"(ICAM)":[126],"decouple":[128],"identity":[130,168],"representations":[131],"from":[132],"parameterized":[134],"concepts.":[136],"Moreover,":[137],"we":[138],"adapt":[139],"variational":[140],"autoencoders":[141],"model":[143,158],"hierarchical":[145],"structure":[146],"incorporating":[151],"transformer":[152],"networks":[153],"end-to-end":[155],"optimization":[156],"parameters.":[159],"results":[161],"show":[162],"our":[164],"ICAM":[165],"achieves":[166],"state-of-the-art":[167],"preservation":[169],"precision":[172],"accuracy":[173],"on":[174],"benchmark":[175],"datasets":[176],"with":[177],"improved":[178],"training":[179],"time":[180],"memory":[182],"usage.":[183]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}