{"id":"https://openalex.org/W2783903237","doi":"https://doi.org/10.1109/tip.2017.2789332","title":"Video Summarization Via Multiview Representative Selection","display_name":"Video Summarization Via Multiview Representative Selection","publication_year":2018,"publication_date":"2018-01-09","ids":{"openalex":"https://openalex.org/W2783903237","doi":"https://doi.org/10.1109/tip.2017.2789332","mag":"2783903237","pmid":"https://pubmed.ncbi.nlm.nih.gov/29432096"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2017.2789332","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2017.2789332","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://dr.ntu.edu.sg/bitstream/10356/106096/1/Video%20summarization%20via%20multiview%20representative%20selection.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055403026","display_name":"Jingjing Meng","orcid":"https://orcid.org/0000-0001-9776-4805"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Jingjing Meng","raw_affiliation_strings":["School of Electrical and Electronics Engineering, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronics Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020106541","display_name":"Suchen Wang","orcid":"https://orcid.org/0000-0002-4086-0713"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Suchen Wang","raw_affiliation_strings":["School of Electrical and Electronics Engineering, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronics Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100732822","display_name":"Hongxing Wang","orcid":"https://orcid.org/0000-0001-7799-1023"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongxing Wang","raw_affiliation_strings":["School of Software Engineering, Chongqing University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085245110","display_name":"Junsong Yuan","orcid":"https://orcid.org/0000-0002-7324-7034"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Junsong Yuan","raw_affiliation_strings":["School of Electrical and Electronics Engineering, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronics Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103379503","display_name":"Yap\u2010Peng Tan","orcid":"https://orcid.org/0000-0002-0645-9109"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yap-Peng Tan","raw_affiliation_strings":["School of Electrical and Electronics Engineering, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronics Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.0323,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.92064741,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"27","issue":"5","first_page":"2134","last_page":"2145"},"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/T11309","display_name":"Music and Audio Processing","score":0.9970999956130981,"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"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9921000003814697,"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":0.8119950294494629},{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.7945808172225952},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6550115346908569},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5914416313171387},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5487804412841797},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4865528643131256},{"id":"https://openalex.org/keywords/centroid","display_name":"Centroid","score":0.4586049020290375},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4582708179950714},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.44776660203933716},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4407506287097931},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.4354487657546997},{"id":"https://openalex.org/keywords/thresholding","display_name":"Thresholding","score":0.4192194938659668},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32470300793647766},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.28117308020591736},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.19094711542129517}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8119950294494629},{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.7945808172225952},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6550115346908569},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5914416313171387},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5487804412841797},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4865528643131256},{"id":"https://openalex.org/C146599234","wikidata":"https://www.wikidata.org/wiki/Q511093","display_name":"Centroid","level":2,"score":0.4586049020290375},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4582708179950714},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.44776660203933716},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4407506287097931},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.4354487657546997},{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.4192194938659668},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32470300793647766},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.28117308020591736},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.19094711542129517},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tip.2017.2789332","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2017.2789332","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},{"id":"pmid:29432096","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29432096","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":"IEEE transactions on image processing : a publication of the IEEE Signal Processing Society","raw_type":null},{"id":"pmh:oai:dr.ntu.edu.sg:10356/106096","is_oa":true,"landing_page_url":"http://hdl.handle.net/10220/48870","pdf_url":"https://dr.ntu.edu.sg/bitstream/10356/106096/1/Video%20summarization%20via%20multiview%20representative%20selection.pdf","source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:dr.ntu.edu.sg:10356/106096","is_oa":true,"landing_page_url":"http://hdl.handle.net/10220/48870","pdf_url":"https://dr.ntu.edu.sg/bitstream/10356/106096/1/Video%20summarization%20via%20multiview%20representative%20selection.pdf","source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2022853634","display_name":null,"funder_award_id":"cstc2016jcyjA0468","funder_id":"https://openalex.org/F4320327865","funder_display_name":"Chongqing Research Program of Basic Research and Frontier Technology"},{"id":"https://openalex.org/G5994995365","display_name":null,"funder_award_id":"61602069","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320320749","display_name":"Media Development Authority - Singapore","ror":"https://ror.org/00hhhdj49"},{"id":"https://openalex.org/F4320320766","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322724","display_name":"Ministry of Education, India","ror":"https://ror.org/048xjjh50"},{"id":"https://openalex.org/F4320325256","display_name":"Info-communications Media Development Authority","ror":null},{"id":"https://openalex.org/F4320327865","display_name":"Chongqing Research Program of Basic Research and Frontier Technology","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2783903237.pdf"},"referenced_works_count":85,"referenced_works":["https://openalex.org/W87092222","https://openalex.org/W333230188","https://openalex.org/W886543236","https://openalex.org/W1522734439","https://openalex.org/W1528177060","https://openalex.org/W1566135517","https://openalex.org/W1584711673","https://openalex.org/W1606858007","https://openalex.org/W1642010679","https://openalex.org/W1727982597","https://openalex.org/W1731653977","https://openalex.org/W1903797731","https://openalex.org/W1904325426","https://openalex.org/W1907775068","https://openalex.org/W1919709169","https://openalex.org/W1924343884","https://openalex.org/W1926243429","https://openalex.org/W1966872876","https://openalex.org/W1976806664","https://openalex.org/W1978805590","https://openalex.org/W1998396170","https://openalex.org/W2002645931","https://openalex.org/W2012931101","https://openalex.org/W2017995420","https://openalex.org/W2032342062","https://openalex.org/W2041771741","https://openalex.org/W2059090073","https://openalex.org/W2066802645","https://openalex.org/W2071711566","https://openalex.org/W2095840396","https://openalex.org/W2100556411","https://openalex.org/W2101194540","https://openalex.org/W2103908291","https://openalex.org/W2105101328","https://openalex.org/W2105174364","https://openalex.org/W2106229755","https://openalex.org/W2115857089","https://openalex.org/W2116946038","https://openalex.org/W2120645068","https://openalex.org/W2126802797","https://openalex.org/W2134670479","https://openalex.org/W2138002832","https://openalex.org/W2138019504","https://openalex.org/W2139009685","https://openalex.org/W2142109962","https://openalex.org/W2147278762","https://openalex.org/W2151933617","https://openalex.org/W2154415691","https://openalex.org/W2161301299","https://openalex.org/W2165232124","https://openalex.org/W2165835468","https://openalex.org/W2187089797","https://openalex.org/W2199534117","https://openalex.org/W2279323413","https://openalex.org/W2325939864","https://openalex.org/W2471931546","https://openalex.org/W2474181499","https://openalex.org/W2514348320","https://openalex.org/W2517959782","https://openalex.org/W2529272619","https://openalex.org/W2532883456","https://openalex.org/W2536769834","https://openalex.org/W2607326921","https://openalex.org/W2617240292","https://openalex.org/W2625136576","https://openalex.org/W2769795331","https://openalex.org/W2963220254","https://openalex.org/W2963919999","https://openalex.org/W3098767300","https://openalex.org/W3125189040","https://openalex.org/W6603586546","https://openalex.org/W6636412649","https://openalex.org/W6640109428","https://openalex.org/W6665286417","https://openalex.org/W6675954300","https://openalex.org/W6677302653","https://openalex.org/W6679792166","https://openalex.org/W6680496891","https://openalex.org/W6681738144","https://openalex.org/W6682278937","https://openalex.org/W6682423550","https://openalex.org/W6682991666","https://openalex.org/W6700903540","https://openalex.org/W6713349023","https://openalex.org/W6728272395"],"related_works":["https://openalex.org/W2366403280","https://openalex.org/W1495108544","https://openalex.org/W2091301346","https://openalex.org/W3148229873","https://openalex.org/W4389760904","https://openalex.org/W2150160875","https://openalex.org/W4242223894","https://openalex.org/W4306886878","https://openalex.org/W2973759123","https://openalex.org/W1517524280"],"abstract_inverted_index":{"Video":[0],"contents":[1],"are":[2,38],"inherently":[3],"heterogeneous.":[4],"To":[5],"exploit":[6],"different":[7,45],"feature":[8,48],"modalities":[9],"in":[10,52,69,137],"a":[11,25,41,85,91,96],"diverse":[12,99],"video":[13,16,42,125,135,141],"collection":[14],"for":[15,134],"summarization,":[17,136],"we":[18],"propose":[19],"to":[20,33,78,94],"formulate":[21],"the":[22,55,66,75,113,128,131],"task":[23],"as":[24,149],"multiview":[26,56,155],"representative":[27,39,67,145],"selection":[28,59,68,97,146],"problem.":[29],"The":[30,101],"goal":[31],"is":[32],"select":[34],"visual":[35],"elements":[36],"that":[37,74],"of":[40,98,130],"consistently":[43],"across":[44],"views":[46],"(i.e.,":[47],"modalities).":[49],"We":[50,88],"present":[51],"this":[53],"paper":[54],"sparse":[57,151],"dictionary":[58,152],"with":[60,112,139],"centroid":[61],"co-regularization":[62],"method,":[63],"which":[64],"optimizes":[65],"each":[70],"view,":[71],"and":[72,123,144,154],"enforces":[73],"view-specific":[76],"selections":[77],"be":[79,104],"similar":[80],"by":[81,107],"regularizing":[82],"them":[83],"towards":[84],"consensus":[86],"selection.":[87],"also":[89],"introduce":[90],"diversity":[92],"regularizer":[93],"favor":[95],"representatives.":[100],"problem":[102],"can":[103],"efficiently":[105],"solved":[106],"an":[108],"alternating":[109],"minimizing":[110],"optimization":[111],"fast":[114],"iterative":[115],"shrinkage":[116],"thresholding":[117],"algorithm.":[118],"Experiments":[119],"on":[120],"synthetic":[121],"data":[122],"benchmark":[124],"datasets":[126],"validate":[127],"effectiveness":[129],"proposed":[132],"approach":[133],"comparison":[138],"other":[140],"summarization":[142],"methods":[143,147],"such":[148],"K-medoids,":[150],"selection,":[153],"clustering.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":7}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}