{"id":"https://openalex.org/W2913508955","doi":"https://doi.org/10.3233/jifs-169906","title":"Domain independent static video summarization using sparse autoencoders and K-means clustering","display_name":"Domain independent static video summarization using sparse autoencoders and K-means clustering","publication_year":2019,"publication_date":"2019-02-01","ids":{"openalex":"https://openalex.org/W2913508955","doi":"https://doi.org/10.3233/jifs-169906","mag":"2913508955"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-169906","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-169906","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","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/A5101839902","display_name":"Jesna Mohan","orcid":"https://orcid.org/0000-0002-5801-5390"},"institutions":[{"id":"https://openalex.org/I158338959","display_name":"University of Kerala","ror":"https://ror.org/05tqa9940","country_code":"IN","type":"education","lineage":["https://openalex.org/I158338959"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Jesna Mohan","raw_affiliation_strings":["Department of Computer Science, University of Kerala, Kariavattom, Kerala, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Kerala, Kariavattom, Kerala, India","institution_ids":["https://openalex.org/I158338959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061094780","display_name":"Madhu S. Nair","orcid":"https://orcid.org/0000-0001-6039-5727"},"institutions":[{"id":"https://openalex.org/I20497027","display_name":"Cochin University of Science and Technology","ror":"https://ror.org/00a4kqq17","country_code":"IN","type":"education","lineage":["https://openalex.org/I20497027"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Madhu S. Nair","raw_affiliation_strings":["Department of Computer Science, Cochin University of Science and Technology, Kochi 682022, Kerala, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Cochin University of Science and Technology, Kochi 682022, Kerala, India","institution_ids":["https://openalex.org/I20497027"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101839902"],"corresponding_institution_ids":["https://openalex.org/I158338959"],"apc_list":null,"apc_paid":null,"fwci":0.7086,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.73936587,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"36","issue":"3","first_page":"1945","last_page":"1955"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":1.0,"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":1.0,"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":0.9966999888420105,"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":0.9883999824523926,"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":0.9484429955482483},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8741873502731323},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6519986391067505},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.5746544599533081},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.5599979162216187},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5480506420135498},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5372225046157837},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.45367950201034546},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.443869948387146},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.4430459439754486},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4142269492149353},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.41151612997055054},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3951164186000824},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.29478704929351807}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.9484429955482483},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8741873502731323},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6519986391067505},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.5746544599533081},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.5599979162216187},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5480506420135498},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5372225046157837},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.45367950201034546},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.443869948387146},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.4430459439754486},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4142269492149353},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.41151612997055054},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3951164186000824},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.29478704929351807},{"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-169906","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-169906","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1866695859","https://openalex.org/W1985004765","https://openalex.org/W1987366351","https://openalex.org/W1989863986","https://openalex.org/W2059363354","https://openalex.org/W2114456882","https://openalex.org/W2131693260","https://openalex.org/W2132417599","https://openalex.org/W2147328102","https://openalex.org/W2151103935","https://openalex.org/W2189422931","https://openalex.org/W2332102917","https://openalex.org/W2402341335","https://openalex.org/W2568549573","https://openalex.org/W2737677090","https://openalex.org/W2789478045","https://openalex.org/W4236965008","https://openalex.org/W4247924304","https://openalex.org/W6713300404"],"related_works":["https://openalex.org/W2366403280","https://openalex.org/W1495108544","https://openalex.org/W2091301346","https://openalex.org/W3148229873","https://openalex.org/W2150160875","https://openalex.org/W4242223894","https://openalex.org/W1517524280","https://openalex.org/W4389760904","https://openalex.org/W4306886878","https://openalex.org/W4323520239"],"abstract_inverted_index":{"The":[0,99,122,141,153],"ever":[1],"growing":[2],"video":[3,46,58,72,79,127,163],"data":[4],"over":[5],"the":[6,10,25,28,40,44,49,67,71,126,160],"internet":[7],"has":[8],"raised":[9],"challenge":[11,68],"of":[12,17,24,34,43,69,87,97,104,107,113,125,137],"efficient":[13],"storage":[14],"and":[15,47],"retrieval":[16],"multimedia":[18],"data.":[19],"Video":[20],"Summarization":[21],"is":[22,81,85,116,128,144],"one":[23],"solutions":[26],"to":[27,51,149,159],"problem":[29],"which":[30,84],"extracts":[31],"interesting":[32,54],"parts":[33],"a":[35,74,92],"video.":[36],"These":[37],"summaries":[38],"capture":[39],"essential":[41],"content":[42],"original":[45],"enable":[48],"viewers":[50],"pick":[52],"out":[53],"videos":[55,90],"from":[56],"huge":[57],"repositories":[59],"by":[60,146],"viewing":[61],"its":[62],"compact":[63],"representation.":[64],"To":[65],"address":[66],"managing":[70],"data,":[73],"new":[75],"method":[76,100,154],"for":[77],"static":[78],"summarization":[80,142,164],"proposed":[82],"here":[83],"capable":[86],"describing":[88],"input":[89,108],"using":[91,118,130],"precise":[93],"yet":[94],"meaningful":[95],"subset":[96],"frames.":[98,109],"utilizes":[101],"HOG":[102,114],"descriptors":[103,115],"Gabor":[105],"maps":[106],"A":[110],"high-level":[111],"representation":[112],"created":[117],"sparse":[119],"auto-encoders":[120],"(SAE).":[121],"final":[123],"summary":[124],"formed":[129],"candidate":[131],"frames":[132],"obtained":[133],"after":[134],"K-means":[135],"clustering":[136],"these":[138],"feature":[139],"vectors.":[140],"step":[143],"preceded":[145],"redundancy":[147],"elimination":[148],"overcome":[150],"computational":[151],"burden.":[152],"provides":[155],"better":[156],"results":[157],"compared":[158],"other":[161],"state-of-the-art":[162],"methods.":[165]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
