{"id":"https://openalex.org/W2800695854","doi":"https://doi.org/10.1109/icassp.2018.8461485","title":"Correlation-Based Face Detection for Recognizing Faces in Videos","display_name":"Correlation-Based Face Detection for Recognizing Faces in Videos","publication_year":2018,"publication_date":"2018-04-01","ids":{"openalex":"https://openalex.org/W2800695854","doi":"https://doi.org/10.1109/icassp.2018.8461485","mag":"2800695854"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2018.8461485","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2018.8461485","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5109438873","display_name":"Heng- Wei Hsu","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Heng- Wei Hsu","raw_affiliation_strings":["Institute of Electronics, National Chiao Tung University, Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Electronics, National Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102129005","display_name":"Tung-Yu Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tung-Yu Wu","raw_affiliation_strings":["Institute for Computational and Mathematical Engineering, Stanford University, Stanford, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Computational and Mathematical Engineering, Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015401462","display_name":"Wing Hung Wong","orcid":"https://orcid.org/0000-0001-7466-2339"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wing Hung Wong","raw_affiliation_strings":["Department of Statistics, Stanford University, Stanford, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics, Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106035953","display_name":"Chen Yi Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chen- Yi Lee","raw_affiliation_strings":["Institute of Electronics, National Chiao Tung University, Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Electronics, National Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1521,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.47856114,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"3101","last_page":"3105"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9990000128746033,"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":0.9990000128746033,"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/T10057","display_name":"Face and Expression Recognition","score":0.993399977684021,"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/T10828","display_name":"Biometric Identification and Security","score":0.965399980545044,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.8209987282752991},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7793936729431152},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6829354166984558},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.6343820691108704},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6084970235824585},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.5876489281654358},{"id":"https://openalex.org/keywords/face-detection","display_name":"Face detection","score":0.5744963884353638},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5716904401779175},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.5493226051330566},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.49377068877220154},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.4817664623260498},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4265345633029938},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.40668249130249023},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07938709855079651}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8209987282752991},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7793936729431152},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6829354166984558},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6343820691108704},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6084970235824585},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.5876489281654358},{"id":"https://openalex.org/C4641261","wikidata":"https://www.wikidata.org/wiki/Q11681085","display_name":"Face detection","level":4,"score":0.5744963884353638},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5716904401779175},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.5493226051330566},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.49377068877220154},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.4817664623260498},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4265345633029938},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40668249130249023},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07938709855079651},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/icassp.2018.8461485","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2018.8461485","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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":26,"referenced_works":["https://openalex.org/W1509966554","https://openalex.org/W1825675169","https://openalex.org/W1849007038","https://openalex.org/W1849277567","https://openalex.org/W1934410531","https://openalex.org/W1950843348","https://openalex.org/W1970456555","https://openalex.org/W2019464758","https://openalex.org/W2141200610","https://openalex.org/W2145287260","https://openalex.org/W2154889144","https://openalex.org/W2166916857","https://openalex.org/W2346578521","https://openalex.org/W2405321743","https://openalex.org/W2597603852","https://openalex.org/W2679915970","https://openalex.org/W2739510858","https://openalex.org/W2963446712","https://openalex.org/W3099206234","https://openalex.org/W6638389677","https://openalex.org/W6638943231","https://openalex.org/W6639204139","https://openalex.org/W6700903540","https://openalex.org/W6725739302","https://openalex.org/W6741774096","https://openalex.org/W6785269020"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W2336272890","https://openalex.org/W4308999381","https://openalex.org/W3183843611","https://openalex.org/W4312238398","https://openalex.org/W3211418293","https://openalex.org/W4308999963","https://openalex.org/W2985118265","https://openalex.org/W4285815683","https://openalex.org/W325114128"],"abstract_inverted_index":{"Finding":[0],"the":[1,29,96],"locations":[2],"and":[3,84,90,109],"identities":[4],"of":[5,31,43],"faces":[6,62,71],"in":[7,14,53,63],"videos":[8],"is":[9,106],"a":[10,22],"very":[11],"important":[12],"task":[13],"numerous":[15],"applications.":[16],"In":[17],"this":[18],"paper,":[19],"we":[20],"propose":[21],"correlation-based":[23],"face":[24,32,88,117],"detection":[25,118],"approach":[26,76,105],"to":[27,41,60,115],"improve":[28],"performance":[30],"recognition":[33,89,112],"tasks":[34],"for":[35,87],"videos.":[36],"We":[37],"apply":[38],"correlation":[39],"measures":[40],"pairs":[42],"response":[44],"maps":[45],"which":[46],"are":[47,77],"generated":[48],"from":[49,70,95],"automatically":[50],"selected":[51],"neurons":[52],"deep":[54],"convolutional":[55],"neural":[56],"network":[57],"(CNN)":[58],"models":[59],"detect":[61],"each":[64,81],"video":[65,82],"frame.":[66],"The":[67],"embeddings":[68],"extracted":[69],"cropped":[72],"by":[73],"our":[74,103],"proposed":[75,104],"more":[78,85,107],"consistent":[79],"across":[80],"sequence":[83],"suitable":[86],"clustering":[91],"tasks.":[92],"Experimental":[93],"results":[94],"YouTube":[97],"Faces":[98],"(YTF)":[99],"dataset":[100],"demonstrate":[101],"that":[102],"robust":[108],"achieves":[110],"better":[111],"accuracy":[113],"compared":[114],"state-of-the-art":[116],"approaches.":[119]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}