{"id":"https://openalex.org/W2613276585","doi":"https://doi.org/10.1109/icit.2017.7915498","title":"Facial clustering model upon principal component analysis databases","display_name":"Facial clustering model upon principal component analysis databases","publication_year":2017,"publication_date":"2017-03-01","ids":{"openalex":"https://openalex.org/W2613276585","doi":"https://doi.org/10.1109/icit.2017.7915498","mag":"2613276585"},"language":"en","primary_location":{"id":"doi:10.1109/icit.2017.7915498","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icit.2017.7915498","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Industrial Technology (ICIT)","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/A5084025355","display_name":"Wookey Lee","orcid":"https://orcid.org/0000-0001-8586-4577"},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Wookey Lee","raw_affiliation_strings":["Department of Industrial Engineering, Inha University, Incheon, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Inha University, Incheon, South Korea","institution_ids":["https://openalex.org/I191879574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012669757","display_name":"Simon Soon-Hyoung Park","orcid":null},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Simon Soon-Hyoung Park","raw_affiliation_strings":["Department of Industrial Engineering, Inha University, Incheon, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Inha University, Incheon, South Korea","institution_ids":["https://openalex.org/I191879574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086745769","display_name":"Jafar Afshar","orcid":"https://orcid.org/0000-0002-4725-592X"},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jafar Afshar","raw_affiliation_strings":["Department of Industrial Engineering, Inha University, Incheon, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Inha University, Incheon, South Korea","institution_ids":["https://openalex.org/I191879574"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110492459","display_name":"Jong-Tae Baek","orcid":null},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jongtae Baek","raw_affiliation_strings":["Department of Industrial Engineering, Inha University, Incheon, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Inha University, Incheon, South Korea","institution_ids":["https://openalex.org/I191879574"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5084025355"],"corresponding_institution_ids":["https://openalex.org/I191879574"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04295915,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1003","last_page":"1007"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9994999766349792,"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/T10057","display_name":"Face and Expression Recognition","score":0.9994999766349792,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9879999756813049,"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/T11448","display_name":"Face recognition and analysis","score":0.9846000075340271,"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/cluster-analysis","display_name":"Cluster analysis","score":0.8768621683120728},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.7676502466201782},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.761961817741394},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.7347629070281982},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.7339188456535339},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.676461935043335},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6026568412780762},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5894805192947388},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5516336560249329},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5367366671562195},{"id":"https://openalex.org/keywords/face-detection","display_name":"Face detection","score":0.5036317706108093},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.41610854864120483},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3421784043312073}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8768621683120728},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.7676502466201782},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.761961817741394},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.7347629070281982},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.7339188456535339},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.676461935043335},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6026568412780762},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5894805192947388},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5516336560249329},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5367366671562195},{"id":"https://openalex.org/C4641261","wikidata":"https://www.wikidata.org/wiki/Q11681085","display_name":"Face detection","level":4,"score":0.5036317706108093},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.41610854864120483},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3421784043312073},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icit.2017.7915498","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icit.2017.7915498","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Industrial Technology (ICIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322030","display_name":"Ministry of Science, ICT and Future Planning","ror":"https://ror.org/032e49973"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W837070690","https://openalex.org/W1519227301","https://openalex.org/W1877610998","https://openalex.org/W1978967256","https://openalex.org/W2015342233","https://openalex.org/W2027501647","https://openalex.org/W2041602625","https://openalex.org/W2055191956","https://openalex.org/W2096387093","https://openalex.org/W2100551089","https://openalex.org/W2100954553","https://openalex.org/W2104908641","https://openalex.org/W2108373649","https://openalex.org/W2110018117","https://openalex.org/W2113070141","https://openalex.org/W2138451337","https://openalex.org/W2139896607","https://openalex.org/W2165232124","https://openalex.org/W4240887148"],"related_works":["https://openalex.org/W2388958958","https://openalex.org/W1967587236","https://openalex.org/W2098693229","https://openalex.org/W2384651879","https://openalex.org/W2336272890","https://openalex.org/W4308999381","https://openalex.org/W3183843611","https://openalex.org/W4312238398","https://openalex.org/W3211418293","https://openalex.org/W4308999963"],"abstract_inverted_index":{"Recently,":[0],"the":[1,11,41,54,88,93,102,115,134,142],"advancement":[2],"of":[3,13],"face":[4,42,55,90,94,97,124],"recognition":[5,43,125],"technology,":[6],"which":[7,53,109],"manifests":[8],"itself":[9],"in":[10,52,123],"variety":[12],"applications":[14],"such":[15],"as":[16,71,73],"ATM":[17],"machines,":[18],"CC":[19],"cameras,":[20],"personal":[21],"identification,":[22],"etc.,":[23],"brings":[24],"about":[25],"a":[26,47,78],"new-fashioned":[27],"surveillance":[28],"situation":[29],"to":[30,39,120],"distinguish":[31],"and":[32,68,82,92,133],"identify":[33],"any":[34],"person.":[35],"This":[36],"paper":[37],"tries":[38],"improve":[40],"process":[44],"by":[45,114],"introducing":[46],"new":[48],"model,":[49],"Face":[50,138],"Clustering,":[51],"angles":[56,91,95,104],"are":[57,75,84,130],"clustered":[58],"using":[59,106],"AP-clustering":[60],"approach":[61],"so":[62],"that":[63,137],"memory":[64],"space":[65],"is":[66],"saved":[67],"search":[69],"accuracy":[70],"well":[72],"speed":[74],"boosted.":[76],"Besides,":[77],"novel":[79],"sensor":[80,107],"device":[81],"program":[83],"proposed":[85],"for":[86],"measuring":[87,101],"real":[89],"from":[96],"images,":[98],"respectively.":[99],"Hence,":[100],"greater":[103],"(>40\u00b0)":[105],"device,":[108],"might":[110],"not":[111],"be":[112,121],"achievable":[113],"program,":[116],"can":[117],"become":[118],"facilitated":[119],"used":[122],"process.":[126],"The":[127],"angle":[128],"values":[129],"then":[131],"compared":[132],"results":[135],"demonstrate":[136],"Clustering":[139],"model":[140],"outperforms":[141],"PCA":[143],"approach.":[144]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
