{"id":"https://openalex.org/W4387754070","doi":"https://doi.org/10.1109/icnc-fskd59587.2023.10281113","title":"Summarizing Videos using the Uniqueness of Video Frames that Mask Adjacent Frame Information","display_name":"Summarizing Videos using the Uniqueness of Video Frames that Mask Adjacent Frame Information","publication_year":2023,"publication_date":"2023-07-29","ids":{"openalex":"https://openalex.org/W4387754070","doi":"https://doi.org/10.1109/icnc-fskd59587.2023.10281113"},"language":"en","primary_location":{"id":"doi:10.1109/icnc-fskd59587.2023.10281113","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc-fskd59587.2023.10281113","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 19th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD)","raw_type":"proceedings-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/A5019644611","display_name":"Yongxin Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yongxin Huang","raw_affiliation_strings":["Chengdu University of Information Technology,Chengdu,China,610225"],"affiliations":[{"raw_affiliation_string":"Chengdu University of Information Technology,Chengdu,China,610225","institution_ids":["https://openalex.org/I24201400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071158509","display_name":"Yimin Zhou","orcid":"https://orcid.org/0000-0002-6029-5272"},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]},{"id":"https://openalex.org/I4210132990","display_name":"State Key Laboratory of Cryptology","ror":"https://ror.org/02pn5rj08","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210132990"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yimin Zhou","raw_affiliation_strings":["Chengdu University of Information Technology,Chengdu,China,610225","Advanced Cryptography and System Security Key Laboratory of Sichuan Province"],"affiliations":[{"raw_affiliation_string":"Chengdu University of Information Technology,Chengdu,China,610225","institution_ids":["https://openalex.org/I24201400"]},{"raw_affiliation_string":"Advanced Cryptography and System Security Key Laboratory of Sichuan Province","institution_ids":["https://openalex.org/I4210132990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006980323","display_name":"Zuli Wang","orcid":"https://orcid.org/0000-0002-5643-8576"},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zuli Wang","raw_affiliation_strings":["Chengdu University of Information Technology,Chengdu,China,610225"],"affiliations":[{"raw_affiliation_string":"Chengdu University of Information Technology,Chengdu,China,610225","institution_ids":["https://openalex.org/I24201400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100663431","display_name":"Ding Chen","orcid":"https://orcid.org/0000-0001-6400-1553"},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ding Chen","raw_affiliation_strings":["Chengdu University of Information Technology,Chengdu,China,610225"],"affiliations":[{"raw_affiliation_string":"Chengdu University of Information Technology,Chengdu,China,610225","institution_ids":["https://openalex.org/I24201400"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100666188","display_name":"Lei Shi","orcid":"https://orcid.org/0009-0002-4134-0135"},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Shi","raw_affiliation_strings":["Chengdu University of Information Technology,Chengdu,China,610225"],"affiliations":[{"raw_affiliation_string":"Chengdu University of Information Technology,Chengdu,China,610225","institution_ids":["https://openalex.org/I24201400"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5019644611"],"corresponding_institution_ids":["https://openalex.org/I24201400"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13192742,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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":0.9973999857902527,"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":0.9872999787330627,"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":0.9662295579910278},{"id":"https://openalex.org/keywords/uniqueness","display_name":"Uniqueness","score":0.8730701208114624},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8058772683143616},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.6446693539619446},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.5896697640419006},{"id":"https://openalex.org/keywords/masking","display_name":"Masking (illustration)","score":0.5635194182395935},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4458615183830261},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4327417016029358},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10594716668128967},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.06537210941314697}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.9662295579910278},{"id":"https://openalex.org/C2777021972","wikidata":"https://www.wikidata.org/wiki/Q22976830","display_name":"Uniqueness","level":2,"score":0.8730701208114624},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8058772683143616},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.6446693539619446},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.5896697640419006},{"id":"https://openalex.org/C2777402240","wikidata":"https://www.wikidata.org/wiki/Q6783436","display_name":"Masking (illustration)","level":2,"score":0.5635194182395935},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4458615183830261},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4327417016029358},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10594716668128967},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.06537210941314697},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnc-fskd59587.2023.10281113","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc-fskd59587.2023.10281113","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 19th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320317992","display_name":"Experiment","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1924343884","https://openalex.org/W2097117768","https://openalex.org/W2139009685","https://openalex.org/W2529272619","https://openalex.org/W2737677090","https://openalex.org/W2739748921","https://openalex.org/W2902616437","https://openalex.org/W2963026017","https://openalex.org/W2963919999","https://openalex.org/W2964167369","https://openalex.org/W2967038491","https://openalex.org/W2984001224","https://openalex.org/W2997333136","https://openalex.org/W3090254005","https://openalex.org/W3108154605","https://openalex.org/W3169578923","https://openalex.org/W3210314917","https://openalex.org/W4206423448","https://openalex.org/W4206662200","https://openalex.org/W4283363598","https://openalex.org/W4385245566","https://openalex.org/W6640109428","https://openalex.org/W6739901393","https://openalex.org/W6741802007","https://openalex.org/W6741832134","https://openalex.org/W6756070665"],"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/W1517524280","https://openalex.org/W4323520239"],"abstract_inverted_index":{"Video":[0],"summarization":[1,11,101,119],"can":[2],"help":[3],"people":[4],"retrieve":[5],"videos":[6],"quickly.":[7],"Existing":[8],"unsupervised":[9,118],"video":[10,17,45,52,93,100],"models":[12,102],"make":[13],"insufficient":[14],"use":[15],"of":[16,30,44,51,92],"frame":[18,53,58],"uniqueness":[19,41,54,91],"in":[20,27,60],"the":[21,28,37,48,61,71,90,112,122,130],"self-attention":[22,67],"mechanism":[23,74],"and":[24,42,69,97,125],"have":[25],"redundancy":[26],"computation":[29],"uniqueness.":[31],"In":[32,77],"this":[33],"paper,":[34],"we":[35,79],"rethink":[36],"relationship":[38],"between":[39],"attentive":[40],"diversity":[43],"frames,":[46],"improve":[47],"calculation":[49],"method":[50,114],"by":[55],"masking":[56],"adjacent":[57],"information":[59],"model":[62],"framework":[63],"based":[64],"on":[65,121,129],"a":[66,81],"mechanism,":[68],"simplify":[70],"concentrated":[72],"attention":[73],"with":[75],"it.":[76],"addition,":[78],"propose":[80],"new":[82],"loss":[83],"function":[84],"called":[85],"Deviation":[86],"loss,":[87],"which":[88],"uses":[89],"frames":[94],"to":[95,103],"calculate":[96],"helps":[98],"train":[99],"obtain":[104],"diverse":[105],"representations.":[106],"The":[107],"experimental":[108],"results":[109],"show":[110],"that":[111],"proposed":[113],"outperforms":[115],"other":[116],"state-of-the-art":[117],"approaches":[120],"SumMe":[123],"dataset,":[124],"also":[126],"demonstrates":[127],"competitiveness":[128],"TVSum":[131],"dataset.":[132]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
