{"id":"https://openalex.org/W3127508003","doi":"https://doi.org/10.3390/s21041035","title":"Intelligent Video Highlights Generation with Front-Camera Emotion Sensing","display_name":"Intelligent Video Highlights Generation with Front-Camera Emotion Sensing","publication_year":2021,"publication_date":"2021-02-03","ids":{"openalex":"https://openalex.org/W3127508003","doi":"https://doi.org/10.3390/s21041035","mag":"3127508003","pmid":"https://pubmed.ncbi.nlm.nih.gov/33546287"},"language":"en","primary_location":{"id":"doi:10.3390/s21041035","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21041035","pdf_url":"https://www.mdpi.com/1424-8220/21/4/1035/pdf?version=1612420335","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/21/4/1035/pdf?version=1612420335","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111494832","display_name":"Hugo Meyer","orcid":null},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hugo Meyer","raw_affiliation_strings":["Department of Electrical Engineering, Columbia University, New York, NY 10027, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Columbia University, New York, NY 10027, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085641809","display_name":"Peter Wei","orcid":"https://orcid.org/0000-0003-3102-6601"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter Wei","raw_affiliation_strings":["Department of Electrical Engineering, Columbia University, New York, NY 10027, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Columbia University, New York, NY 10027, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063824268","display_name":"Xiaofan Jiang","orcid":"https://orcid.org/0000-0002-6480-0299"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xiaofan Jiang","raw_affiliation_strings":["Department of Electrical Engineering, Columbia University, New York, NY 10027, USA"],"raw_orcid":"https://orcid.org/0000-0002-6480-0299","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Columbia University, New York, NY 10027, USA","institution_ids":["https://openalex.org/I78577930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5063824268"],"corresponding_institution_ids":["https://openalex.org/I78577930"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":0.3615,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.54065521,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"21","issue":"4","first_page":"1035","last_page":"1035"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9998999834060669,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9998999834060669,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9962999820709229,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9937000274658203,"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/software-portability","display_name":"Software portability","score":0.8426753878593445},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8308588266372681},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6512320637702942},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6034040451049805},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.5129096508026123},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5102908611297607},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.509606122970581},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4743025302886963},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4617597758769989},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.450943261384964},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4194324314594269},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.3863792419433594},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.37652239203453064},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.12202960252761841}],"concepts":[{"id":"https://openalex.org/C63000827","wikidata":"https://www.wikidata.org/wiki/Q3080428","display_name":"Software portability","level":2,"score":0.8426753878593445},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8308588266372681},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6512320637702942},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6034040451049805},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5129096508026123},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5102908611297607},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.509606122970581},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4743025302886963},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4617597758769989},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.450943261384964},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4194324314594269},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.3863792419433594},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.37652239203453064},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.12202960252761841},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"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/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s21041035","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21041035","pdf_url":"https://www.mdpi.com/1424-8220/21/4/1035/pdf?version=1612420335","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},{"id":"pmid:33546287","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33546287","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:52a41365c7a54ce8bfd5158d99ede2c7","is_oa":true,"landing_page_url":"https://doaj.org/article/52a41365c7a54ce8bfd5158d99ede2c7","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 21, Iss 4, p 1035 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/21/4/1035/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s21041035","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 21; Issue 4; Pages: 1035","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7913274","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7913274","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s21041035","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21041035","pdf_url":"https://www.mdpi.com/1424-8220/21/4/1035/pdf?version=1612420335","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1980391049","display_name":null,"funder_award_id":"CNS-1837022","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2132956787","display_name":null,"funder_award_id":"CNS-1704899","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4163858181","display_name":null,"funder_award_id":"CNS-11943396","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4391508237","display_name":null,"funder_award_id":"CNS-1815274","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3127508003.pdf"},"referenced_works_count":67,"referenced_works":["https://openalex.org/W832971097","https://openalex.org/W1480583224","https://openalex.org/W1555767263","https://openalex.org/W1562939490","https://openalex.org/W1565069255","https://openalex.org/W1566668432","https://openalex.org/W1650531274","https://openalex.org/W1904325426","https://openalex.org/W1979958400","https://openalex.org/W1987366351","https://openalex.org/W2016859189","https://openalex.org/W2036593095","https://openalex.org/W2045136280","https://openalex.org/W2061942331","https://openalex.org/W2079404915","https://openalex.org/W2103908291","https://openalex.org/W2109152179","https://openalex.org/W2115857089","https://openalex.org/W2117051369","https://openalex.org/W2120645068","https://openalex.org/W2122279656","https://openalex.org/W2123807687","https://openalex.org/W2126532873","https://openalex.org/W2127429655","https://openalex.org/W2134422453","https://openalex.org/W2134577448","https://openalex.org/W2144459292","https://openalex.org/W2145012698","https://openalex.org/W2147069236","https://openalex.org/W2153265945","https://openalex.org/W2156298647","https://openalex.org/W2161809425","https://openalex.org/W2164699598","https://openalex.org/W2173163709","https://openalex.org/W2194345886","https://openalex.org/W2242269286","https://openalex.org/W2278113816","https://openalex.org/W2341412280","https://openalex.org/W2467794422","https://openalex.org/W2517959782","https://openalex.org/W2562444527","https://openalex.org/W2736752650","https://openalex.org/W2737677090","https://openalex.org/W2745497104","https://openalex.org/W2776277180","https://openalex.org/W2884289434","https://openalex.org/W2885632455","https://openalex.org/W2885867864","https://openalex.org/W2889467522","https://openalex.org/W2889604124","https://openalex.org/W2939364138","https://openalex.org/W2962870687","https://openalex.org/W2963220254","https://openalex.org/W2963558761","https://openalex.org/W2963919999","https://openalex.org/W2964335490","https://openalex.org/W2964349631","https://openalex.org/W2971221523","https://openalex.org/W2979539753","https://openalex.org/W3011145415","https://openalex.org/W3027245122","https://openalex.org/W3122081138","https://openalex.org/W3123845465","https://openalex.org/W4233487286","https://openalex.org/W6640209506","https://openalex.org/W6676302953","https://openalex.org/W6941349294"],"related_works":["https://openalex.org/W4389850132","https://openalex.org/W1574724839","https://openalex.org/W2377190948","https://openalex.org/W4361855866","https://openalex.org/W2096476311","https://openalex.org/W169721953","https://openalex.org/W1965900363","https://openalex.org/W1623638113","https://openalex.org/W3034776505","https://openalex.org/W1990036491"],"abstract_inverted_index":{"In":[0,67],"this":[1],"paper,":[2],"we":[3],"present":[4],"HOMER,":[5],"a":[6,75],"cloud-based":[7],"system":[8,24],"for":[9],"video":[10,31,46],"highlight":[11],"generation":[12],"which":[13],"enables":[14],"the":[15,35,49,57,89,114,121],"automated,":[16],"relevant,":[17],"and":[18,79,116],"flexible":[19],"segmentation":[20],"of":[21,51,60,97,118,123],"videos.":[22],"Our":[23],"outperforms":[25],"state-of-the-art":[26],"solutions":[27],"by":[28,63],"fusing":[29],"internal":[30],"content-based":[32],"features":[33],"with":[34,74],"user's":[36],"emotion":[37],"data.":[38],"While":[39],"current":[40],"research":[41],"mainly":[42],"focuses":[43],"on":[44],"creating":[45],"summaries":[47],"without":[48],"use":[50],"affective":[52],"data,":[53],"our":[54],"solution":[55],"achieves":[56],"subjective":[58],"task":[59],"detecting":[61],"highlights":[62],"leveraging":[64],"human":[65],"emotions.":[66],"two":[68,124],"separate":[69],"experiments,":[70],"including":[71],"videos":[72,81],"filmed":[73],"dual":[76],"camera":[77],"setup,":[78],"home":[80],"randomly":[82],"picked":[83],"from":[84,103],"Microsoft's":[85],"Video":[86],"Titles":[87],"in":[88,101],"Wild":[90],"(VTW)":[91],"dataset,":[92],"HOMER":[93,119],"demonstrates":[94],"an":[95],"improvement":[96],"up":[98],"to":[99],"38%":[100],"F1-score":[102],"baseline,":[104],"while":[105],"not":[106],"requiring":[107],"any":[108],"external":[109],"hardware.":[110],"We":[111],"demonstrated":[112],"both":[113],"portability":[115],"scalability":[117],"through":[120],"implementation":[122],"smartphone":[125],"applications.":[126]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}