{"id":"https://openalex.org/W4399285194","doi":"https://doi.org/10.3390/sym16060680","title":"Effective Video Summarization Using Channel Attention-Assisted Encoder\u2013Decoder Framework","display_name":"Effective Video Summarization Using Channel Attention-Assisted Encoder\u2013Decoder Framework","publication_year":2024,"publication_date":"2024-06-01","ids":{"openalex":"https://openalex.org/W4399285194","doi":"https://doi.org/10.3390/sym16060680"},"language":"en","primary_location":{"id":"doi:10.3390/sym16060680","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym16060680","pdf_url":"https://www.mdpi.com/2073-8994/16/6/680/pdf?version=1717298615","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"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":"Symmetry","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2073-8994/16/6/680/pdf?version=1717298615","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102680926","display_name":"Faisal Alharbi","orcid":null},"institutions":[{"id":"https://openalex.org/I1284598098","display_name":"King Abdulaziz City for Science and Technology","ror":"https://ror.org/05tdz6m39","country_code":"SA","type":"facility","lineage":["https://openalex.org/I1284598098"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Faisal Alharbi","raw_affiliation_strings":["Quantum Technologies and Advanced Computing Institute, King Abdulaziz City for Science and Technology, Riyadh 11442, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Quantum Technologies and Advanced Computing Institute, King Abdulaziz City for Science and Technology, Riyadh 11442, Saudi Arabia","institution_ids":["https://openalex.org/I1284598098"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029191317","display_name":"Shabana Habib","orcid":"https://orcid.org/0000-0002-6543-2520"},"institutions":[{"id":"https://openalex.org/I156216236","display_name":"Qassim University","ror":"https://ror.org/01wsfe280","country_code":"SA","type":"education","lineage":["https://openalex.org/I156216236"]},{"id":"https://openalex.org/I4210092650","display_name":"Buraydah Colleges","ror":"https://ror.org/00j0krs40","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210092650"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Shabana Habib","raw_affiliation_strings":["Department of Information Technology, College of Computer, Qassim University, Buraydah 51452, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-6543-2520","affiliations":[{"raw_affiliation_string":"Department of Information Technology, College of Computer, Qassim University, Buraydah 51452, Saudi Arabia","institution_ids":["https://openalex.org/I156216236","https://openalex.org/I4210092650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037364292","display_name":"Waleed Albattah","orcid":"https://orcid.org/0000-0003-0292-7304"},"institutions":[{"id":"https://openalex.org/I156216236","display_name":"Qassim University","ror":"https://ror.org/01wsfe280","country_code":"SA","type":"education","lineage":["https://openalex.org/I156216236"]},{"id":"https://openalex.org/I4210092650","display_name":"Buraydah Colleges","ror":"https://ror.org/00j0krs40","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210092650"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Waleed Albattah","raw_affiliation_strings":["Department of Information Technology, College of Computer, Qassim University, Buraydah 51452, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0003-0292-7304","affiliations":[{"raw_affiliation_string":"Department of Information Technology, College of Computer, Qassim University, Buraydah 51452, Saudi Arabia","institution_ids":["https://openalex.org/I156216236","https://openalex.org/I4210092650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042122416","display_name":"Zahoor Jan","orcid":null},"institutions":[{"id":"https://openalex.org/I206573129","display_name":"Islamia College University","ror":"https://ror.org/02p2c1595","country_code":"PK","type":"education","lineage":["https://openalex.org/I206573129"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Zahoor Jan","raw_affiliation_strings":["Department of Computer Science, Islamia College Peshawar, Peshawar 25000, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Islamia College Peshawar, Peshawar 25000, Pakistan","institution_ids":["https://openalex.org/I206573129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082492641","display_name":"Meshari D. Alanazi","orcid":"https://orcid.org/0000-0003-1483-6207"},"institutions":[{"id":"https://openalex.org/I199702508","display_name":"Jouf University","ror":"https://ror.org/02zsyt821","country_code":"SA","type":"education","lineage":["https://openalex.org/I199702508"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Meshari D. Alanazi","raw_affiliation_strings":["Department of Electrical Engineering, College of Engineering, Jouf University, Sakaka 72388, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0003-1483-6207","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, College of Engineering, Jouf University, Sakaka 72388, Saudi Arabia","institution_ids":["https://openalex.org/I199702508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024192822","display_name":"Muhammad Islam","orcid":"https://orcid.org/0000-0002-2379-4451"},"institutions":[{"id":"https://openalex.org/I156216236","display_name":"Qassim University","ror":"https://ror.org/01wsfe280","country_code":"SA","type":"education","lineage":["https://openalex.org/I156216236"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Muhammad Islam","raw_affiliation_strings":["Department of Electrical Engineering, College of Engineering, Qassim University, Buraydah 52571, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-2379-4451","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, College of Engineering, Qassim University, Buraydah 52571, Saudi Arabia","institution_ids":["https://openalex.org/I156216236"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5102680926"],"corresponding_institution_ids":["https://openalex.org/I1284598098"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2227},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2227},"fwci":1.3159,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.79767067,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"16","issue":"6","first_page":"680","last_page":"680"},"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":0.9939000010490417,"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":0.9890000224113464,"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":0.9055898785591125},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8926713466644287},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.6292408108711243},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5275951027870178},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.47732335329055786},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.466513067483902},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.46288391947746277},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.45153695344924927},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.43102139234542847},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3448778986930847},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.33732759952545166},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3278498649597168}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.9055898785591125},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8926713466644287},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.6292408108711243},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5275951027870178},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47732335329055786},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.466513067483902},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.46288391947746277},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.45153695344924927},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.43102139234542847},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3448778986930847},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.33732759952545166},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3278498649597168},{"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/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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/sym16060680","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym16060680","pdf_url":"https://www.mdpi.com/2073-8994/16/6/680/pdf?version=1717298615","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"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":"Symmetry","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a6f97e50ddf5455d84e8499ec5d3d4e4","is_oa":false,"landing_page_url":"https://doaj.org/article/a6f97e50ddf5455d84e8499ec5d3d4e4","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symmetry, Vol 16, Iss 6, p 680 (2024)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2073-8994/16/6/680/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/sym16060680","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":"Symmetry","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/sym16060680","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym16060680","pdf_url":"https://www.mdpi.com/2073-8994/16/6/680/pdf?version=1717298615","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"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":"Symmetry","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399285194.pdf"},"referenced_works_count":82,"referenced_works":["https://openalex.org/W1904325426","https://openalex.org/W1980918683","https://openalex.org/W1987366351","https://openalex.org/W2072551889","https://openalex.org/W2134577448","https://openalex.org/W2139009685","https://openalex.org/W2144577430","https://openalex.org/W2395611524","https://openalex.org/W2529272619","https://openalex.org/W2553196816","https://openalex.org/W2559909572","https://openalex.org/W2607326921","https://openalex.org/W2737677090","https://openalex.org/W2766630207","https://openalex.org/W2781922022","https://openalex.org/W2798970487","https://openalex.org/W2809406349","https://openalex.org/W2843098267","https://openalex.org/W2883872876","https://openalex.org/W2884585870","https://openalex.org/W2898732869","https://openalex.org/W2902616437","https://openalex.org/W2904263947","https://openalex.org/W2906430987","https://openalex.org/W2908469318","https://openalex.org/W2919365148","https://openalex.org/W2922340345","https://openalex.org/W2963026017","https://openalex.org/W2963670497","https://openalex.org/W2963877232","https://openalex.org/W2963919999","https://openalex.org/W2964158702","https://openalex.org/W2964167369","https://openalex.org/W2967038491","https://openalex.org/W2975183808","https://openalex.org/W2981642654","https://openalex.org/W2999794487","https://openalex.org/W3001526719","https://openalex.org/W3010790568","https://openalex.org/W3025569967","https://openalex.org/W3032894045","https://openalex.org/W3045623285","https://openalex.org/W3053427166","https://openalex.org/W3069154721","https://openalex.org/W3087792975","https://openalex.org/W3090254005","https://openalex.org/W3106313084","https://openalex.org/W3107128832","https://openalex.org/W3107252718","https://openalex.org/W3115386295","https://openalex.org/W3150815828","https://openalex.org/W3160513265","https://openalex.org/W3163100883","https://openalex.org/W3163899699","https://openalex.org/W3169285661","https://openalex.org/W3171838928","https://openalex.org/W3199848064","https://openalex.org/W3201625964","https://openalex.org/W3210314917","https://openalex.org/W3215782650","https://openalex.org/W4213422746","https://openalex.org/W4220953170","https://openalex.org/W4221049797","https://openalex.org/W4229008034","https://openalex.org/W4283363598","https://openalex.org/W4291753147","https://openalex.org/W4293069001","https://openalex.org/W4297358898","https://openalex.org/W4311424438","https://openalex.org/W4312748990","https://openalex.org/W4318559722","https://openalex.org/W4352990793","https://openalex.org/W4362513354","https://openalex.org/W4376116550","https://openalex.org/W4381165205","https://openalex.org/W4386257881","https://openalex.org/W4388540653","https://openalex.org/W6640054144","https://openalex.org/W6640109428","https://openalex.org/W6756240261","https://openalex.org/W6773047358","https://openalex.org/W6794135452"],"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":{"A":[0],"significant":[1],"number":[2],"of":[3,9,32,52,71,83,111],"cameras":[4],"regularly":[5],"generate":[6],"massive":[7],"amounts":[8],"data,":[10],"demanding":[11],"hardware,":[12],"time,":[13],"and":[14,20,50,105,116,143,159,175,191],"labor":[15],"resources":[16],"to":[17,29,37,64,67,163],"acquire,":[18],"process,":[19],"monitor.":[21],"Asymmetric":[22],"frames":[23],"within":[24],"videos":[25],"pose":[26],"a":[27,80,120,151],"challenge":[28],"automatic":[30],"summarization":[31,57],"videos,":[33],"making":[34],"it":[35],"challenging":[36],"capture":[38,49],"key":[39],"content.":[40,55],"Developments":[41],"in":[42],"computer":[43],"vision":[44],"have":[45],"accelerated":[46],"the":[47,108],"seamless":[48],"analysis":[51,110],"high-resolution":[53],"video":[54],"Video":[56],"(VS)":[58],"has":[59],"garnered":[60],"considerable":[61],"interest":[62],"due":[63],"its":[65],"ability":[66],"provide":[68],"concise":[69],"summaries":[70],"lengthy":[72],"videos.":[73],"The":[74],"current":[75],"literature":[76],"mainly":[77],"relies":[78],"on":[79,187],"reduced":[81],"set":[82],"representative":[84,102],"features":[85,113,167],"implemented":[86],"using":[87],"shallow":[88],"sequential":[89],"networks.":[90],"Therefore,":[91],"this":[92],"work":[93],"utilizes":[94],"an":[95],"optimal":[96],"feature-assisted":[97],"visual":[98],"intelligence":[99],"framework":[100],"for":[101,124,168],"feature":[103,125],"selection":[104],"summarization.":[106],"Initially,":[107],"empirical":[109],"several":[112],"is":[114],"performed,":[115],"ultimately,":[117],"we":[118,149],"adopt":[119],"fine-tuning":[121],"InceptionV3":[122],"backbone":[123],"extraction,":[126],"deviating":[127],"from":[128],"conventional":[129],"approaches.":[130],"Secondly,":[131],"our":[132,179],"strategic":[133],"encoder\u2013decoder":[134],"module":[135],"captures":[136],"complex":[137,165],"relationships":[138],"with":[139],"five":[140],"convolutional":[141],"blocks":[142],"two":[144,188],"convolution":[145],"transpose":[146],"blocks.":[147],"Thirdly,":[148],"introduced":[150],"channel":[152],"attention":[153],"mechanism,":[154],"illuminating":[155],"interrelations":[156],"between":[157],"channels":[158],"prioritizing":[160],"essential":[161],"patterns":[162],"grasp":[164],"refinement":[166],"final":[169],"summary":[170],"generation.":[171],"Additionally,":[172],"comprehensive":[173],"experiments":[174],"ablation":[176],"studies":[177],"validate":[178],"framework\u2019s":[180],"exceptional":[181],"performance,":[182],"consistently":[183],"surpassing":[184],"state-of-the-art":[185],"networks":[186],"benchmarks":[189],"(TVSum":[190],"SumMe)":[192],"datasets.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2024-06-04T00:00:00"}