{"id":"https://openalex.org/W3209496328","doi":"https://doi.org/10.1109/mapr53640.2021.9585257","title":"Beauty Moment Rendering via Face Happiness Scoring","display_name":"Beauty Moment Rendering via Face Happiness Scoring","publication_year":2021,"publication_date":"2021-10-01","ids":{"openalex":"https://openalex.org/W3209496328","doi":"https://doi.org/10.1109/mapr53640.2021.9585257","mag":"3209496328"},"language":"en","primary_location":{"id":"doi:10.1109/mapr53640.2021.9585257","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mapr53640.2021.9585257","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Multimedia Analysis and Pattern Recognition (MAPR)","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/A5008315732","display_name":"Duc-Tuan Luu","orcid":"https://orcid.org/0000-0003-3893-8582"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Duc-Tuan Luu","raw_affiliation_strings":["University of Information Technology, Ho Chi Minh City, Vietnam","Vietnam National University, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"University of Information Technology, Ho Chi Minh City, Vietnam","institution_ids":[]},{"raw_affiliation_string":"Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086802506","display_name":"Quoc-Tuan Dong","orcid":null},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Quoc-Tuan Dong","raw_affiliation_strings":["University of Information Technology, Ho Chi Minh City, Vietnam","Vietnam National University, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"University of Information Technology, Ho Chi Minh City, Vietnam","institution_ids":[]},{"raw_affiliation_string":"Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078535060","display_name":"Lam-Quynh Nguyen","orcid":null},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Lam-Quynh Nguyen","raw_affiliation_strings":["University of Information Technology, Ho Chi Minh City, Vietnam","Vietnam National University, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"University of Information Technology, Ho Chi Minh City, Vietnam","institution_ids":[]},{"raw_affiliation_string":"Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054712944","display_name":"Ngoc-Khanh Nguyen","orcid":null},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Ngoc-Khanh Nguyen","raw_affiliation_strings":["University of Information Technology, Ho Chi Minh City, Vietnam","Vietnam National University, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"University of Information Technology, Ho Chi Minh City, Vietnam","institution_ids":[]},{"raw_affiliation_string":"Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023939989","display_name":"Tiep-Vinh Nguyen","orcid":null},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Tiep-Vinh Nguyen","raw_affiliation_strings":["University of Information Technology, Ho Chi Minh City, Vietnam","Vietnam National University, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"University of Information Technology, Ho Chi Minh City, Vietnam","institution_ids":[]},{"raw_affiliation_string":"Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053495766","display_name":"Minh\u2013Triet Tran","orcid":"https://orcid.org/0000-0003-3046-3041"},"institutions":[{"id":"https://openalex.org/I23582244","display_name":"Ho Chi Minh City University of Science","ror":"https://ror.org/05jfbgm49","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I23582244"]},{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Minh-Triet Tran","raw_affiliation_strings":["University of Science, Ho Chi Minh City, Vietnam","Vietnam National University, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"University of Science, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I23582244"]},{"raw_affiliation_string":"Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5008315732"],"corresponding_institution_ids":["https://openalex.org/I123565023"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13928105,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"68","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","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/T11448","display_name":"Face recognition and analysis","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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9994000196456909,"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":0.9905999898910522,"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":0.7268208265304565},{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.6808066964149475},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.562947690486908},{"id":"https://openalex.org/keywords/happiness","display_name":"Happiness","score":0.5447666049003601},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5253704786300659},{"id":"https://openalex.org/keywords/animation","display_name":"Animation","score":0.49928879737854004},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4769917130470276},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.4751940965652466},{"id":"https://openalex.org/keywords/beauty","display_name":"Beauty","score":0.44813379645347595},{"id":"https://openalex.org/keywords/beautification","display_name":"Beautification","score":0.446432501077652},{"id":"https://openalex.org/keywords/selfie","display_name":"Selfie","score":0.41625845432281494},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.381999135017395},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.23883959650993347},{"id":"https://openalex.org/keywords/aesthetics","display_name":"Aesthetics","score":0.1835080087184906},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1542227864265442},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14357727766036987},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.11281666159629822},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.08285021781921387},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08012321591377258}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7268208265304565},{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.6808066964149475},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.562947690486908},{"id":"https://openalex.org/C2778999518","wikidata":"https://www.wikidata.org/wiki/Q8","display_name":"Happiness","level":2,"score":0.5447666049003601},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5253704786300659},{"id":"https://openalex.org/C502989409","wikidata":"https://www.wikidata.org/wiki/Q11425","display_name":"Animation","level":2,"score":0.49928879737854004},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4769917130470276},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.4751940965652466},{"id":"https://openalex.org/C2780620123","wikidata":"https://www.wikidata.org/wiki/Q7242","display_name":"Beauty","level":2,"score":0.44813379645347595},{"id":"https://openalex.org/C2777972131","wikidata":"https://www.wikidata.org/wiki/Q4877642","display_name":"Beautification","level":2,"score":0.446432501077652},{"id":"https://openalex.org/C2777454149","wikidata":"https://www.wikidata.org/wiki/Q12068677","display_name":"Selfie","level":2,"score":0.41625845432281494},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.381999135017395},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.23883959650993347},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.1835080087184906},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1542227864265442},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14357727766036987},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.11281666159629822},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.08285021781921387},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08012321591377258},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","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/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/mapr53640.2021.9585257","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mapr53640.2021.9585257","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Multimedia Analysis and Pattern Recognition (MAPR)","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":71,"referenced_works":["https://openalex.org/W204612701","https://openalex.org/W639708223","https://openalex.org/W1563088657","https://openalex.org/W1710476689","https://openalex.org/W1934410531","https://openalex.org/W1944180106","https://openalex.org/W1988798713","https://openalex.org/W2000683961","https://openalex.org/W2082997166","https://openalex.org/W2100807570","https://openalex.org/W2112796928","https://openalex.org/W2115252128","https://openalex.org/W2125389028","https://openalex.org/W2137401668","https://openalex.org/W2194775991","https://openalex.org/W2252355370","https://openalex.org/W2417750831","https://openalex.org/W2495387757","https://openalex.org/W2604176797","https://openalex.org/W2604918751","https://openalex.org/W2613718673","https://openalex.org/W2625219738","https://openalex.org/W2738588019","https://openalex.org/W2739748921","https://openalex.org/W2796347433","https://openalex.org/W2891158090","https://openalex.org/W2893749619","https://openalex.org/W2896155169","https://openalex.org/W2923377306","https://openalex.org/W2952056941","https://openalex.org/W2952716587","https://openalex.org/W2962760235","https://openalex.org/W2962793481","https://openalex.org/W2963073614","https://openalex.org/W2963226019","https://openalex.org/W2963470893","https://openalex.org/W2963521568","https://openalex.org/W2963684088","https://openalex.org/W2963767194","https://openalex.org/W2963890275","https://openalex.org/W2987706603","https://openalex.org/W2991847241","https://openalex.org/W3012546716","https://openalex.org/W3034552680","https://openalex.org/W3097096317","https://openalex.org/W3101639073","https://openalex.org/W3101998545","https://openalex.org/W3104218139","https://openalex.org/W3110295718","https://openalex.org/W4293584584","https://openalex.org/W4294643831","https://openalex.org/W4298289240","https://openalex.org/W6620707391","https://openalex.org/W6637568146","https://openalex.org/W6677618333","https://openalex.org/W6678815747","https://openalex.org/W6685352114","https://openalex.org/W6687483927","https://openalex.org/W6718140377","https://openalex.org/W6735926176","https://openalex.org/W6741832134","https://openalex.org/W6745560452","https://openalex.org/W6750227808","https://openalex.org/W6750298367","https://openalex.org/W6755312952","https://openalex.org/W6760286055","https://openalex.org/W6770614589","https://openalex.org/W6779162543","https://openalex.org/W6785117583","https://openalex.org/W6785643234","https://openalex.org/W6786802102"],"related_works":["https://openalex.org/W2795495259","https://openalex.org/W2887233332","https://openalex.org/W3028531746","https://openalex.org/W2759481820","https://openalex.org/W4251333111","https://openalex.org/W2013068171","https://openalex.org/W3122792572","https://openalex.org/W2888671135","https://openalex.org/W4362657427","https://openalex.org/W2371381961"],"abstract_inverted_index":{"Nowadays,":[0],"with":[1,129],"the":[2,21,90,100,105,108,112,116,126,130,141,149,153],"rapid":[3],"development":[4],"of":[5,57,119,143],"technology":[6],"and":[7,68,92,103,159],"an":[8],"energetic":[9],"lifestyle,":[10],"people":[11],"tend":[12],"to":[13,17,23,44,81,88,151],"use":[14],"electronic":[15],"devices":[16],"capture":[18],"moments.":[19],"Thus,":[20],"need":[22],"have":[24],"a":[25,33,46,50,55,65,70,83,137],"delightful":[26],"selfie":[27,52],"is":[28],"increasing.":[29],"This":[30],"work":[31],"introduces":[32],"Beauty":[34],"Moment":[35],"Rendering":[36],"via":[37],"Face":[38],"Happiness":[39],"Scoring":[40],"framework,":[41],"which":[42,155],"aims":[43],"generate":[45],"key-frame":[47,128],"that":[48,114],"summarizes":[49],"short":[51],"video.":[53],"Given":[54],"set":[56],"consecutive":[58],"photos":[59],"as":[60,95],"input,":[61],"our":[62,96,144],"approach":[63],"selects":[64],"single":[66],"image":[67],"renders":[69],"face":[71,113,160],"for":[72],"each":[73,120],"person":[74,121],"at":[75],"their":[76],"happiest":[77],"moment.":[78],"In":[79],"order":[80],"select":[82],"suitable":[84],"key-frame,":[85],"we":[86,146],"decide":[87],"combine":[89],"eyes":[91],"emotion":[93],"information":[94],"aggregated":[97],"score.":[98],"First,":[99],"method":[101],"detects":[102],"tracks":[104],"faces":[106],"in":[107],"video":[109,157],"frames.":[110],"Then,":[111],"has":[115],"highest":[117],"score":[118],"will":[122],"be":[123],"rendered":[124],"on":[125,136],"result":[127],"eye":[131],"gazes":[132],"being":[133],"redirected":[134],"based":[135],"generative":[138],"model.":[139],"To":[140],"best":[142],"knowledge,":[145],"are":[147],"among":[148],"first":[150],"address":[152],"problem,":[154],"comprises":[156],"summarization":[158],"beautification.":[161]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
