{"id":"https://openalex.org/W4407565420","doi":"https://doi.org/10.3390/bdcc9020042","title":"Exploration of Generative Neural Networks for Police Facial Sketches","display_name":"Exploration of Generative Neural Networks for Police Facial Sketches","publication_year":2025,"publication_date":"2025-02-14","ids":{"openalex":"https://openalex.org/W4407565420","doi":"https://doi.org/10.3390/bdcc9020042"},"language":"en","primary_location":{"id":"doi:10.3390/bdcc9020042","is_oa":true,"landing_page_url":"https://doi.org/10.3390/bdcc9020042","pdf_url":null,"source":{"id":"https://openalex.org/S4210238752","display_name":"Big Data and Cognitive Computing","issn_l":"2504-2289","issn":["2504-2289"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data and Cognitive Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/bdcc9020042","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5116267000","display_name":"Nerea S\u00e1daba-Campo","orcid":null},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Nerea S\u00e1daba-Campo","raw_affiliation_strings":["Departamento de Teor\u00eda de la Se\u00f1al y Comunicaciones, Universidad de Alcal\u00e1, 28871 Alcal\u00e1 de Henares, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Departamento de Teor\u00eda de la Se\u00f1al y Comunicaciones, Universidad de Alcal\u00e1, 28871 Alcal\u00e1 de Henares, Madrid, Spain","institution_ids":["https://openalex.org/I189268942"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049736255","display_name":"Hilario G\u00f3mez-Moreno","orcid":"https://orcid.org/0000-0002-8284-6733"},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Hilario G\u00f3mez-Moreno","raw_affiliation_strings":["Departamento de Teor\u00eda de la Se\u00f1al y Comunicaciones, Universidad de Alcal\u00e1, 28871 Alcal\u00e1 de Henares, Madrid, Spain","Instituto Universitario de Investigaci\u00f3n en Ciencias Policiales (IUICP), Universidad de Alcal\u00e1, 28801 Alcal\u00e1 de Henares, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Departamento de Teor\u00eda de la Se\u00f1al y Comunicaciones, Universidad de Alcal\u00e1, 28871 Alcal\u00e1 de Henares, Madrid, Spain","institution_ids":["https://openalex.org/I189268942"]},{"raw_affiliation_string":"Instituto Universitario de Investigaci\u00f3n en Ciencias Policiales (IUICP), Universidad de Alcal\u00e1, 28801 Alcal\u00e1 de Henares, Madrid, Spain","institution_ids":["https://openalex.org/I189268942"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5049736255"],"corresponding_institution_ids":["https://openalex.org/I189268942"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":1.3104,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.76991032,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"9","issue":"2","first_page":"42","last_page":"42"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9984999895095825,"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":0.9984999895095825,"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.982699990272522,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9753999710083008,"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/generative-grammar","display_name":"Generative grammar","score":0.5803508758544922},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5070099830627441},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.45056360960006714},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4084818363189697},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.3702145218849182},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.33876699209213257},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.33590736985206604}],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5803508758544922},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5070099830627441},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.45056360960006714},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4084818363189697},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.3702145218849182},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.33876699209213257},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.33590736985206604}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/bdcc9020042","is_oa":true,"landing_page_url":"https://doi.org/10.3390/bdcc9020042","pdf_url":null,"source":{"id":"https://openalex.org/S4210238752","display_name":"Big Data and Cognitive Computing","issn_l":"2504-2289","issn":["2504-2289"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data and Cognitive Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a14401388a844203bb039ff2ab719f0c","is_oa":true,"landing_page_url":"https://doaj.org/article/a14401388a844203bb039ff2ab719f0c","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Big Data and Cognitive Computing, Vol 9, Iss 2, p 42 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/bdcc9020042","is_oa":true,"landing_page_url":"https://doi.org/10.3390/bdcc9020042","pdf_url":null,"source":{"id":"https://openalex.org/S4210238752","display_name":"Big Data and Cognitive Computing","issn_l":"2504-2289","issn":["2504-2289"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data and Cognitive Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1986434868","https://openalex.org/W1997011019","https://openalex.org/W2034136097","https://openalex.org/W2096733369","https://openalex.org/W2129069237","https://openalex.org/W2145023731","https://openalex.org/W2435136795","https://openalex.org/W2752796333","https://openalex.org/W2896936273","https://openalex.org/W2963258858","https://openalex.org/W3034552680","https://openalex.org/W3096831136","https://openalex.org/W3109496323","https://openalex.org/W3122887982","https://openalex.org/W3135367836","https://openalex.org/W3180355996","https://openalex.org/W4226211505","https://openalex.org/W4301802631","https://openalex.org/W4312315996","https://openalex.org/W4312497550","https://openalex.org/W4312933868","https://openalex.org/W4320722432","https://openalex.org/W4388979610","https://openalex.org/W4390873054","https://openalex.org/W4391602018","https://openalex.org/W4395960521","https://openalex.org/W6779823529","https://openalex.org/W6791447439","https://openalex.org/W6865840985"],"related_works":["https://openalex.org/W2380075625","https://openalex.org/W4390718435","https://openalex.org/W4390549206","https://openalex.org/W3137171911","https://openalex.org/W4379540039","https://openalex.org/W4237784285","https://openalex.org/W2374712251","https://openalex.org/W4383031710","https://openalex.org/W3211753092","https://openalex.org/W2386000789"],"abstract_inverted_index":{"This":[0],"article":[1,122],"addresses":[2],"the":[3,10,64,78,101,104,117,128,132,154,166],"impact":[4],"of":[5,12,20,66,80,106,156,168],"generative":[6,40],"artificial":[7],"intelligence":[8],"on":[9,63],"creation":[11,135],"composite":[13,133],"sketches":[14,91],"for":[15,94],"police":[16],"investigations.":[17],"The":[18,59,121],"automation":[19],"this":[21,44,144],"task,":[22],"traditionally":[23],"performed":[24],"through":[25],"artistic":[26],"methods":[27],"or":[28,90,158],"image":[29],"composition,":[30],"has":[31],"become":[32],"a":[33,162],"challenge":[34],"that":[35,124],"can":[36],"be":[37],"tackled":[38],"with":[39],"neural":[41],"networks.":[42],"In":[43],"context,":[45],"technologies":[46,126],"such":[47],"as":[48],"Generative":[49],"Adversarial":[50],"Networks,":[51],"Variational":[52],"Autoencoders,":[53],"and":[54,72,83,92,96,115,151],"Diffusion":[55],"Models":[56],"are":[57],"analyzed.":[58],"study":[60,102],"also":[61,147],"focuses":[62],"use":[65],"advanced":[67],"tools":[68,108],"like":[69],"DALL-E,":[70],"Midjourney,":[71],"primarily":[73],"Stable":[74],"Diffusion,":[75],"which":[76],"enable":[77],"generation":[79],"highly":[81],"detailed":[82],"realistic":[84],"facial":[85,112],"images":[86],"from":[87],"textual":[88],"descriptions":[89,114],"allow":[93],"rapid":[95],"precise":[97],"morphofacial":[98],"modifications.":[99],"Additionally,":[100],"explores":[103],"capacity":[105],"these":[107,125],"to":[109,130],"interpret":[110],"user-provided":[111],"feature":[113],"adjust":[116],"generated":[118],"results":[119],"accordingly.":[120],"concludes":[123],"have":[127],"potential":[129],"automate":[131],"sketch":[134],"process.":[136],"Therefore,":[137],"their":[138],"integration":[139],"could":[140],"not":[141],"only":[142],"expedite":[143],"process":[145],"but":[146],"enhance":[148],"its":[149],"accuracy":[150],"utility":[152],"in":[153,165],"identification":[155],"suspects":[157],"missing":[159],"persons,":[160],"representing":[161],"groundbreaking":[163],"advancement":[164],"field":[167],"criminal":[169],"investigation.":[170]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
