{"id":"https://openalex.org/W2902192243","doi":"https://doi.org/10.1109/icpr.2018.8545652","title":"Domain Translation with Conditional GANs: from Depth to RGB Face-to-Face","display_name":"Domain Translation with Conditional GANs: from Depth to RGB Face-to-Face","publication_year":2018,"publication_date":"2018-08-01","ids":{"openalex":"https://openalex.org/W2902192243","doi":"https://doi.org/10.1109/icpr.2018.8545652","mag":"2902192243"},"language":"en","primary_location":{"id":"doi:10.1109/icpr.2018.8545652","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2018.8545652","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 24th International Conference on Pattern Recognition (ICPR)","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/A5035698273","display_name":"Matteo Fabbri","orcid":"https://orcid.org/0000-0001-6522-1988"},"institutions":[{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]},{"id":"https://openalex.org/I4210161797","display_name":"Ferrari (Italy)","ror":"https://ror.org/05p859a12","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210161797"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Matteo Fabbri","raw_affiliation_strings":["Department of Engineering, Enzo Ferrari University of Modena and Reggio, Modena, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Engineering, Enzo Ferrari University of Modena and Reggio, Modena, Italy","institution_ids":["https://openalex.org/I122346577","https://openalex.org/I4210161797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054837437","display_name":"Guido Borghi","orcid":"https://orcid.org/0000-0003-2441-7524"},"institutions":[{"id":"https://openalex.org/I4210161797","display_name":"Ferrari (Italy)","ror":"https://ror.org/05p859a12","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210161797"]},{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Guido Borghi","raw_affiliation_strings":["Department of Engineering, Enzo Ferrari University of Modena and Reggio, Modena, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Engineering, Enzo Ferrari University of Modena and Reggio, Modena, Italy","institution_ids":["https://openalex.org/I122346577","https://openalex.org/I4210161797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080275197","display_name":"Fabio Lanzi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161797","display_name":"Ferrari (Italy)","ror":"https://ror.org/05p859a12","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210161797"]},{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Lanzi","raw_affiliation_strings":["Department of Engineering, Enzo Ferrari University of Modena and Reggio, Modena, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Engineering, Enzo Ferrari University of Modena and Reggio, Modena, Italy","institution_ids":["https://openalex.org/I122346577","https://openalex.org/I4210161797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081341599","display_name":"Roberto Vezzani","orcid":"https://orcid.org/0000-0002-1046-6870"},"institutions":[{"id":"https://openalex.org/I4210161797","display_name":"Ferrari (Italy)","ror":"https://ror.org/05p859a12","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210161797"]},{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Roberto Vezzani","raw_affiliation_strings":["Department of Engineering, Enzo Ferrari University of Modena and Reggio, Modena, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Engineering, Enzo Ferrari University of Modena and Reggio, Modena, Italy","institution_ids":["https://openalex.org/I122346577","https://openalex.org/I4210161797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075481810","display_name":"Simone Calderara","orcid":"https://orcid.org/0000-0001-9056-1538"},"institutions":[{"id":"https://openalex.org/I4210161797","display_name":"Ferrari (Italy)","ror":"https://ror.org/05p859a12","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210161797"]},{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Simone Calderara","raw_affiliation_strings":["Department of Engineering, Enzo Ferrari University of Modena and Reggio, Modena, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Engineering, Enzo Ferrari University of Modena and Reggio, Modena, Italy","institution_ids":["https://openalex.org/I122346577","https://openalex.org/I4210161797"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030948871","display_name":"Rita Cucchiara","orcid":"https://orcid.org/0000-0002-2239-283X"},"institutions":[{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]},{"id":"https://openalex.org/I4210161797","display_name":"Ferrari (Italy)","ror":"https://ror.org/05p859a12","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210161797"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Rita Cucchiara","raw_affiliation_strings":["Department of Engineering, Enzo Ferrari University of Modena and Reggio, Modena, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Engineering, Enzo Ferrari University of Modena and Reggio, Modena, Italy","institution_ids":["https://openalex.org/I122346577","https://openalex.org/I4210161797"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5035698273"],"corresponding_institution_ids":["https://openalex.org/I122346577","https://openalex.org/I4210161797"],"apc_list":null,"apc_paid":null,"fwci":0.5223,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.71775578,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1355","last_page":"1360"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":1.0,"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":1.0,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9988999962806702,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9977999925613403,"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":0.8397551774978638},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.8189001083374023},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.676097571849823},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.656984806060791},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6202811002731323},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.5021958351135254},{"id":"https://openalex.org/keywords/hallucinating","display_name":"Hallucinating","score":0.49531665444374084},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4563579559326172},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4162937104701996},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08248007297515869}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8397551774978638},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8189001083374023},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.676097571849823},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.656984806060791},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6202811002731323},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.5021958351135254},{"id":"https://openalex.org/C2911011789","wikidata":"https://www.wikidata.org/wiki/Q130741","display_name":"Hallucinating","level":2,"score":0.49531665444374084},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4563579559326172},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4162937104701996},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08248007297515869},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icpr.2018.8545652","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2018.8545652","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 24th International Conference on Pattern Recognition (ICPR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7099999785423279,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1834627138","https://openalex.org/W1901129140","https://openalex.org/W2029411311","https://openalex.org/W2032354375","https://openalex.org/W2064675550","https://openalex.org/W2099471712","https://openalex.org/W2115252128","https://openalex.org/W2132947399","https://openalex.org/W2136655611","https://openalex.org/W2158211626","https://openalex.org/W2171740948","https://openalex.org/W2173520492","https://openalex.org/W2325939864","https://openalex.org/W2471801048","https://openalex.org/W2593748903","https://openalex.org/W2595795946","https://openalex.org/W2604684372","https://openalex.org/W2763649054","https://openalex.org/W2951234442","https://openalex.org/W2951811868","https://openalex.org/W2962793481","https://openalex.org/W2963073614","https://openalex.org/W2963377110","https://openalex.org/W2963670480","https://openalex.org/W2963794138","https://openalex.org/W2964296212","https://openalex.org/W2964320807","https://openalex.org/W4301076560","https://openalex.org/W4320013936","https://openalex.org/W6639824700","https://openalex.org/W6658647786","https://openalex.org/W6677618333","https://openalex.org/W6683067110","https://openalex.org/W6685261749","https://openalex.org/W6700903540","https://openalex.org/W6734194501","https://openalex.org/W6745014651"],"related_works":["https://openalex.org/W3204676188","https://openalex.org/W2992803471","https://openalex.org/W2066036438","https://openalex.org/W2078454190","https://openalex.org/W2108123836","https://openalex.org/W2963350370","https://openalex.org/W2930227984","https://openalex.org/W2063248114","https://openalex.org/W2528648655","https://openalex.org/W2520145460"],"abstract_inverted_index":{"Can":[0],"faces":[1],"acquired":[2,32],"by":[3],"low-cost":[4],"depth":[5,39,63,168],"sensors":[6],"be":[7,92,124],"useful":[8],"to":[9,64,82,91,106,139,166],"catch":[10],"some":[11,109],"characteristic":[12],"details":[13],"of":[14,128],"the":[15,18,67,71,103,129],"face?":[16],"Typically":[17],"answer":[19],"is":[20,80,88],"no.":[21],"However,":[22],"new":[23,47,164,171],"deep":[24],"architectures":[25],"can":[26,123,161],"generate":[27],"RGB":[28,131],"images":[29],"from":[30,62],"data":[31,169],"in":[33,94,126,170],"a":[34,46,59,163],"different":[35],"modality,":[36],"such":[37],"as":[38,112,150,152],"data.":[40],"In":[41,99],"this":[42,158],"paper,":[43],"we":[44,101],"propose":[45],"Deterministic":[48],"Conditional":[49],"GAN,":[50],"trained":[51],"on":[52],"annotated":[53],"RGB-D":[54],"face":[55,115,122],"datasets,":[56],"effective":[57],"for":[58,75,113],"face-to-face":[60],"translation":[61,160],"RGB.":[65],"Although":[66],"network":[68,104],"cannot":[69],"reconstruct":[70,83],"exact":[72],"somatic":[73],"features":[74],"unknown":[76],"individual":[77],"faces,":[78],"it":[79],"capable":[81],"plausible":[84],"faces;":[85],"their":[86],"appearance":[87],"accurate":[89],"enough":[90],"used":[93,125],"many":[95],"pattern":[96],"recognition":[97],"tasks.":[98],"fact,":[100],"test":[102],"capability":[105],"hallucinate":[107],"with":[108],"Perceptual":[110],"Probes,":[111],"instance":[114],"aspect":[116],"classification":[117],"or":[118],"landmark":[119],"detection.":[120],"Depth":[121],"spite":[127],"correspondent":[130],"images,":[132],"that":[133],"often":[134],"are":[135,145,149],"not":[136],"available":[137],"due":[138],"difficult":[140],"luminance":[141],"conditions.":[142],"Experimental":[143],"results":[144],"very":[146],"promising":[147],"and":[148],"far":[151],"better":[153],"than":[154],"previously":[155],"proposed":[156],"approaches:":[157],"domain":[159],"constitute":[162],"way":[165],"exploit":[167],"future":[172],"applications.":[173]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}