{"id":"https://openalex.org/W2897230578","doi":"https://doi.org/10.1109/tmm.2018.2876046","title":"Automatic Curation of Sports Highlights Using Multimodal Excitement Features","display_name":"Automatic Curation of Sports Highlights Using Multimodal Excitement Features","publication_year":2018,"publication_date":"2018-10-16","ids":{"openalex":"https://openalex.org/W2897230578","doi":"https://doi.org/10.1109/tmm.2018.2876046","mag":"2897230578"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2018.2876046","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2018.2876046","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-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/A5068061267","display_name":"Michele Merler","orcid":"https://orcid.org/0000-0002-4358-8671"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michele Merler","raw_affiliation_strings":["IBM Research, Yorktown Heights, NY, USA"],"raw_orcid":"https://orcid.org/0000-0002-4358-8671","affiliations":[{"raw_affiliation_string":"IBM Research, Yorktown Heights, NY, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004052692","display_name":"Khoi-Nguyen C. Mac","orcid":"https://orcid.org/0000-0003-4623-4016"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Khoi-Nguyen C. Mac","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA"],"raw_orcid":"https://orcid.org/0000-0003-4623-4016","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103960169","display_name":"Dhiraj Joshi","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dhiraj Joshi","raw_affiliation_strings":["IBM Research, Yorktown Heights, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, Yorktown Heights, NY, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101648173","display_name":"Quoc-Bao Nguyen","orcid":"https://orcid.org/0000-0003-0105-1291"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Quoc-Bao Nguyen","raw_affiliation_strings":["IBM Research, Yorktown Heights, NY, USA"],"raw_orcid":"https://orcid.org/0000-0003-0105-1291","affiliations":[{"raw_affiliation_string":"IBM Research, Yorktown Heights, NY, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069097583","display_name":"Stephen Hammer","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephen Hammer","raw_affiliation_strings":["IBM iX, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM iX, New York, NY, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064550820","display_name":"John Kent","orcid":"https://orcid.org/0000-0002-2235-9431"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Kent","raw_affiliation_strings":["IBM iX, New York, NY, USA"],"raw_orcid":"https://orcid.org/0000-0002-2235-9431","affiliations":[{"raw_affiliation_string":"IBM iX, New York, NY, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030156276","display_name":"Jinjun Xiong","orcid":"https://orcid.org/0000-0002-2620-4859"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jinjun Xiong","raw_affiliation_strings":["IBM Research, Yorktown Heights, NY, USA"],"raw_orcid":"https://orcid.org/0000-0002-2620-4859","affiliations":[{"raw_affiliation_string":"IBM Research, Yorktown Heights, NY, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005908865","display_name":"N. Minh","orcid":"https://orcid.org/0000-0001-5132-4986"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Minh N. Do","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA"],"raw_orcid":"https://orcid.org/0000-0001-5132-4986","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105523625","display_name":"John R. Smith","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John R. Smith","raw_affiliation_strings":["IBM Research, Yorktown Heights, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, Yorktown Heights, NY, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052325109","display_name":"Rog\u00e9rio Feris","orcid":"https://orcid.org/0000-0001-6399-0679"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rogerio Schmidt Feris","raw_affiliation_strings":["IBM Research, Yorktown Heights, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, Yorktown Heights, NY, USA","institution_ids":["https://openalex.org/I1341412227"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.7101,"has_fulltext":false,"cited_by_count":75,"citation_normalized_percentile":{"value":0.95158214,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"21","issue":"5","first_page":"1147","last_page":"1160"},"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/T11674","display_name":"Sports Analytics and Performance","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9926000237464905,"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":0.837674617767334},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.6703847050666809},{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.5798969864845276},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.5657458305358887},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5443898439407349},{"id":"https://openalex.org/keywords/clips","display_name":"CLIPS","score":0.49740102887153625},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.48491746187210083},{"id":"https://openalex.org/keywords/closed-captioning","display_name":"Closed captioning","score":0.45098787546157837},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.40173226594924927},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3465534448623657},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3389996886253357},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32327306270599365}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.837674617767334},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.6703847050666809},{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.5798969864845276},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.5657458305358887},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5443898439407349},{"id":"https://openalex.org/C2778739407","wikidata":"https://www.wikidata.org/wiki/Q165372","display_name":"CLIPS","level":2,"score":0.49740102887153625},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.48491746187210083},{"id":"https://openalex.org/C157657479","wikidata":"https://www.wikidata.org/wiki/Q2367247","display_name":"Closed captioning","level":3,"score":0.45098787546157837},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.40173226594924927},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3465534448623657},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3389996886253357},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32327306270599365},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2018.2876046","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2018.2876046","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6899999976158142,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W329267344","https://openalex.org/W639708223","https://openalex.org/W1520997877","https://openalex.org/W1686810756","https://openalex.org/W1973010836","https://openalex.org/W2001642682","https://openalex.org/W2006180404","https://openalex.org/W2026012689","https://openalex.org/W2029545460","https://openalex.org/W2062118960","https://openalex.org/W2064469569","https://openalex.org/W2117849405","https://openalex.org/W2120748909","https://openalex.org/W2128889560","https://openalex.org/W2142524229","https://openalex.org/W2145038566","https://openalex.org/W2155893237","https://openalex.org/W2163527813","https://openalex.org/W2194345886","https://openalex.org/W2198618282","https://openalex.org/W2267033539","https://openalex.org/W2287866429","https://openalex.org/W2321533354","https://openalex.org/W2325939864","https://openalex.org/W2326925005","https://openalex.org/W2399467634","https://openalex.org/W2465992420","https://openalex.org/W2467794422","https://openalex.org/W2577784528","https://openalex.org/W2582896079","https://openalex.org/W2613718673","https://openalex.org/W2766348671","https://openalex.org/W2767188786","https://openalex.org/W2791840139","https://openalex.org/W2962756039","https://openalex.org/W2963420272","https://openalex.org/W2963703197","https://openalex.org/W2963721945","https://openalex.org/W2963919999","https://openalex.org/W2964173101","https://openalex.org/W3103375915","https://openalex.org/W3106250896","https://openalex.org/W4250000277","https://openalex.org/W4293665662","https://openalex.org/W6637373629","https://openalex.org/W6681067464","https://openalex.org/W6693457962","https://openalex.org/W6700903540","https://openalex.org/W6729831399","https://openalex.org/W6732778469","https://openalex.org/W6785378069","https://openalex.org/W6785652829"],"related_works":["https://openalex.org/W4210416330","https://openalex.org/W3088136942","https://openalex.org/W2949362007","https://openalex.org/W2775506363","https://openalex.org/W4290852288","https://openalex.org/W4388893791","https://openalex.org/W4283207562","https://openalex.org/W2963177403","https://openalex.org/W2330246314","https://openalex.org/W2949522393"],"abstract_inverted_index":{"The":[0],"production":[1],"of":[2,41,50,84,99,110,155,187,196,215,220,224,236,240,254],"sports":[3,32],"highlight":[4,54],"packages":[5],"summarizing":[6],"a":[7,27,39,42,100,164],"game's":[8],"most":[9,96],"exciting":[10],"moments":[11,98],"is":[12],"an":[13],"essential":[14],"task":[15],"for":[16,30,46,141,228,238],"broadcast":[17],"media.":[18],"Yet,":[19],"it":[20,36],"requires":[21],"labor-intensive":[22],"video":[23],"editing.":[24],"We":[25,102],"propose":[26],"novel":[28],"approach":[29],"auto-curating":[31],"highlights,":[33],"and":[34,52,69,77,87,90,107,122,133,170,178,243,252],"demonstrate":[35],"to":[37,93],"create":[38],"first":[40],"kind,":[43],"real-world":[44],"system":[45,202],"the":[47,61,85,95,105,119,123,153,185,188,192,197,205,216,221,225,229,233,255],"editorial":[48],"aid":[49],"golf":[51,166],"tennis":[53,174],"reels.":[55,208],"Our":[56,158],"method":[57],"fuses":[58],"information":[59],"from":[60],"players\u2019":[62,72],"reactions":[63],"(action":[64],"recognition":[65],"such":[66,117],"as":[67,118],"high-fives":[68],"fist":[70],"pumps),":[71],"expressions":[73],"(aggressive,":[74],"tense,":[75],"smiling,":[76],"neutral),":[78],"spectators":[79],"(crowd":[80],"cheering),":[81],"commentator":[82],"(tone":[83],"voice":[86],"word":[88],"analysis),":[89],"game":[91],"analytics":[92],"determine":[94],"interesting":[97],"game.":[101],"accurately":[103],"identify":[104],"start":[106],"end":[108],"frames":[109],"key":[111],"shot":[112],"highlights":[113,183,207,239],"with":[114,145,204,248],"additional":[115],"metadata,":[116],"player's":[120],"name":[121],"whole":[124],"number,":[125],"or":[126],"analysts":[127],"input":[128],"allowing":[129],"personalized":[130],"content":[131],"summarization":[132],"retrieval.":[134],"In":[135],"addition,":[136],"we":[137],"introduce":[138],"new":[139],"techniques":[140],"learning":[142],"our":[143,201],"classifiers":[144],"reduced":[146],"manual":[147],"training":[148],"data":[149],"annotation":[150],"by":[151,200],"exploiting":[152],"correlation":[154],"different":[156],"modalities.":[157],"work":[159],"has":[160],"been":[161],"demonstrated":[162],"at":[163],"major":[165,172],"tournament":[167],"(2017":[168,176],"Masters)":[169],"two":[171],"international":[173],"tournaments":[175],"Wimbledon":[177,242],"U.S.":[179],"Open),":[180],"successfully":[181],"extracting":[182],"through":[184],"course":[186],"sporting":[189],"events.":[190],"For":[191],"2017":[193,230,241,244],"Masters,":[194,231],"54%":[195],"clips":[198,227,237],"selected":[199],"overlapped":[203],"official":[206,226],"Furthermore,":[209],"user":[210],"studies":[211],"showed":[212],"that":[213],"90%":[214],"non-overlapping":[217],"ones":[218],"were":[219],"same":[222],"quality":[223],"while":[232],"automatic":[234],"selection":[235],"US":[245],"Open":[246],"agreed":[247],"human":[249],"preferences":[250],"80%":[251],"84.2%":[253],"time,":[256],"respectively.":[257]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":18},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":8}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
