{"id":"https://openalex.org/W2617240292","doi":"https://doi.org/10.1109/tip.2017.2708902","title":"Diversity-Aware Multi-Video Summarization","display_name":"Diversity-Aware Multi-Video Summarization","publication_year":2017,"publication_date":"2017-05-26","ids":{"openalex":"https://openalex.org/W2617240292","doi":"https://doi.org/10.1109/tip.2017.2708902","mag":"2617240292","pmid":"https://pubmed.ncbi.nlm.nih.gov/28574359"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2017.2708902","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2017.2708902","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":["arxiv","crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1706.03123","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Rameswar Panda","orcid":"https://orcid.org/0000-0003-4359-2475"},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Rameswar Panda","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of California, Riverside, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California, Riverside, CA, USA","institution_ids":["https://openalex.org/I103635307"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Niluthpol Chowdhury Mithun","orcid":null},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Niluthpol Chowdhury Mithun","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of California, Riverside, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California, Riverside, CA, USA","institution_ids":["https://openalex.org/I103635307"]}]},{"author_position":"last","author":{"id":null,"display_name":"Amit K. Roy-Chowdhury","orcid":"https://orcid.org/0000-0001-6690-9725"},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amit K. Roy-Chowdhury","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of California, Riverside, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California, Riverside, CA, USA","institution_ids":["https://openalex.org/I103635307"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I103635307"],"apc_list":null,"apc_paid":null,"fwci":2.2183,"has_fulltext":false,"cited_by_count":62,"citation_normalized_percentile":{"value":0.93052364,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"26","issue":"10","first_page":"4712","last_page":"4724"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9866999983787537,"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":0.9866999983787537,"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":0.0019000000320374966,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.001500000013038516,"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/automatic-summarization","display_name":"Automatic summarization","score":0.9614999890327454},{"id":"https://openalex.org/keywords/complementarity","display_name":"Complementarity (molecular biology)","score":0.6626999974250793},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.4966000020503998},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.44209998846054077},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4147000014781952},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.40880000591278076},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3418000042438507}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.9614999890327454},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8192999958992004},{"id":"https://openalex.org/C202269582","wikidata":"https://www.wikidata.org/wiki/Q2644277","display_name":"Complementarity (molecular biology)","level":2,"score":0.6626999974250793},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.572700023651123},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.4966000020503998},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.44209998846054077},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4147000014781952},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.40880000591278076},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3418000042438507},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.31949999928474426},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.3179999887943268},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.3091999888420105},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.2946000099182129},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.2858999967575073},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2831000089645386},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.2791999876499176},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2759999930858612},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2599000036716461},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2556999921798706}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tip.2017.2708902","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2017.2708902","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:28574359","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28574359","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:arXiv.org:1706.03123","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1706.03123","pdf_url":"https://arxiv.org/pdf/1706.03123","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1706.03123","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1706.03123","pdf_url":"https://arxiv.org/pdf/1706.03123","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1472169463","display_name":null,"funder_award_id":"IIS-1316934","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":false},"content_urls":null,"referenced_works_count":76,"referenced_works":["https://openalex.org/W329267344","https://openalex.org/W886543236","https://openalex.org/W1522734439","https://openalex.org/W1587083568","https://openalex.org/W1607647331","https://openalex.org/W1680189815","https://openalex.org/W1904325426","https://openalex.org/W1926243429","https://openalex.org/W1959178355","https://openalex.org/W1966872876","https://openalex.org/W1972645465","https://openalex.org/W1975029397","https://openalex.org/W1976743874","https://openalex.org/W1976806664","https://openalex.org/W1977991519","https://openalex.org/W1986007546","https://openalex.org/W1987366351","https://openalex.org/W1990029042","https://openalex.org/W2005633833","https://openalex.org/W2014234730","https://openalex.org/W2014425592","https://openalex.org/W2016053056","https://openalex.org/W2017100743","https://openalex.org/W2032342062","https://openalex.org/W2041771741","https://openalex.org/W2043784772","https://openalex.org/W2044520258","https://openalex.org/W2062569880","https://openalex.org/W2067071512","https://openalex.org/W2080754665","https://openalex.org/W2083545271","https://openalex.org/W2094998392","https://openalex.org/W2103908291","https://openalex.org/W2105174364","https://openalex.org/W2114456882","https://openalex.org/W2117051369","https://openalex.org/W2117539524","https://openalex.org/W2118881108","https://openalex.org/W2119362355","https://openalex.org/W2120645068","https://openalex.org/W2126532873","https://openalex.org/W2126802797","https://openalex.org/W2129120638","https://openalex.org/W2129286681","https://openalex.org/W2132914434","https://openalex.org/W2134577448","https://openalex.org/W2141950874","https://openalex.org/W2147661572","https://openalex.org/W2151134073","https://openalex.org/W2233620181","https://openalex.org/W2467794422","https://openalex.org/W2469228190","https://openalex.org/W2471931546","https://openalex.org/W2508193352","https://openalex.org/W2962744037","https://openalex.org/W2962862718","https://openalex.org/W2963220254","https://openalex.org/W2963877232","https://openalex.org/W3138773240","https://openalex.org/W4292363360","https://openalex.org/W4301283118","https://openalex.org/W6630520941","https://openalex.org/W6638092738","https://openalex.org/W6640109428","https://openalex.org/W6668990524","https://openalex.org/W6675954300","https://openalex.org/W6677302653","https://openalex.org/W6681106510","https://openalex.org/W6681162516","https://openalex.org/W6681240974","https://openalex.org/W6681795338","https://openalex.org/W6682136732","https://openalex.org/W6682864246","https://openalex.org/W6684191040","https://openalex.org/W6728272395","https://openalex.org/W6739050740"],"related_works":[],"abstract_inverted_index":{"Most":[0],"video":[1,29,92,116,181,185],"summarization":[2,68,182,186],"approaches":[3],"have":[4],"focused":[5],"on":[6,154,177],"extracting":[7],"a":[8,11,21,54,60,79,118,128,147,188],"summary":[9],"from":[10],"single":[12],"video;":[13],"we":[14,100,126,166],"propose":[15],"an":[16,102],"unsupervised":[17],"framework":[18],"for":[19,66],"summarizing":[20],"collection":[22,32],"of":[23],"videos.":[24,75,124],"We":[25,58],"observe":[26],"that":[27,37,106,134,168],"each":[28],"in":[30,52,88,146,187],"the":[31,46,71,74,90,108,122,155,169,174,178],"may":[33],"contain":[34],"some":[35],"information":[36],"other":[38,123,162],"videos":[39,137],"do":[40],"not":[41],"have,":[42],"and":[43,86,160,183],"thus":[44],"exploring":[45,70],"underlying":[47],"complementarity":[48,72],"could":[49],"be":[50],"beneficial":[51],"creating":[53],"diverse":[55],"informative":[56],"summary.":[57],"develop":[59,101],"novel":[61],"diversity-aware":[62],"sparse":[63],"optimization":[64,98],"method":[65],"multi-video":[67,80],"by":[69,151],"within":[73],"Our":[76],"approach":[77,171],"extracts":[78],"summary,":[81],"which":[82,143],"is":[83],"both":[84],"interesting":[85],"representative":[87],"describing":[89],"whole":[91],"collection.":[93],"To":[94],"efficiently":[95],"solve":[96],"our":[97],"problem,":[99],"alternating":[103],"minimization":[104],"algorithm":[105],"minimizes":[107],"overall":[109],"objective":[110],"function":[111],"with":[112,138],"respect":[113],"to":[114],"one":[115],"at":[117],"time":[119],"while":[120],"fixing":[121],"Moreover,":[125],"introduce":[127],"new":[129,156],"benchmark":[130],"data":[131,158,164],"set,":[132],"Tour20,":[133],"contains":[135],"140":[136],"multiple":[139],"manually":[140],"created":[141],"summaries,":[142],"were":[144],"acquired":[145],"controlled":[148],"experiment.":[149],"Finally,":[150],"extensive":[152],"experiments":[153],"Tour20":[157],"set":[159],"several":[161],"multi-view":[163,184],"sets,":[165],"show":[167],"proposed":[170],"clearly":[172],"outperforms":[173],"state-of-the-art":[175],"methods":[176],"two":[179],"problems-topic-oriented":[180],"camera":[189],"network.":[190]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2017-06-05T00:00:00"}
