{"id":"https://openalex.org/W4319300033","doi":"https://doi.org/10.1109/access.2023.3240999","title":"FIAS3: Frame Importance-Assisted Sparse Subset Selection to Summarize Wireless Capsule Endoscopy Videos","display_name":"FIAS3: Frame Importance-Assisted Sparse Subset Selection to Summarize Wireless Capsule Endoscopy Videos","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4319300033","doi":"https://doi.org/10.1109/access.2023.3240999"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3240999","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3240999","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10032547.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10032547.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041000117","display_name":"Weijie Xie","orcid":"https://orcid.org/0000-0002-4024-3619"},"institutions":[{"id":"https://openalex.org/I4210098034","display_name":"Key Laboratory of Guangdong Province","ror":"https://ror.org/00swtqp09","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210098034"]},{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weijie Xie","raw_affiliation_strings":["School of Biomedical Engineering, Southern Medical University, Guangzhou, China","Guangdong Provincial Key Laboratory of Medical Image Processing, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-4024-3619","affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Southern Medical University, Guangzhou, China","institution_ids":["https://openalex.org/I58200834"]},{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Medical Image Processing, Guangzhou, China","institution_ids":["https://openalex.org/I4210098034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026176439","display_name":"Zefeiyun Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098034","display_name":"Key Laboratory of Guangdong Province","ror":"https://ror.org/00swtqp09","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210098034"]},{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zefeiyun Chen","raw_affiliation_strings":["School of Biomedical Engineering, Southern Medical University, Guangzhou, China","Guangdong Provincial Key Laboratory of Medical Image Processing, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Southern Medical University, Guangzhou, China","institution_ids":["https://openalex.org/I58200834"]},{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Medical Image Processing, Guangzhou, China","institution_ids":["https://openalex.org/I4210098034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100691418","display_name":"Qingyuan Li","orcid":"https://orcid.org/0000-0002-5601-8467"},"institutions":[{"id":"https://openalex.org/I4210103346","display_name":"Nanfang Hospital","ror":"https://ror.org/01eq10738","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210103346"]},{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingyuan Li","raw_affiliation_strings":["Department of Gastroenterology, Nanfang Hospital, Southern Medical University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Gastroenterology, Nanfang Hospital, Southern Medical University, Guangzhou, China","institution_ids":["https://openalex.org/I58200834","https://openalex.org/I4210103346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025240719","display_name":"Qingfei Ma","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qingfei Ma","raw_affiliation_strings":["Guangzhou SiDe MedTech Company Ltd., Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangzhou SiDe MedTech Company Ltd., Guangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101942463","display_name":"Yusi Wang","orcid":"https://orcid.org/0000-0002-7694-8987"},"institutions":[{"id":"https://openalex.org/I4210103346","display_name":"Nanfang Hospital","ror":"https://ror.org/01eq10738","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210103346"]},{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yusi Wang","raw_affiliation_strings":["Department of Gastroenterology, Nanfang Hospital, Southern Medical University, Guangzhou, China","Guangzhou SiDe MedTech Company Ltd., Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Gastroenterology, Nanfang Hospital, Southern Medical University, Guangzhou, China","institution_ids":["https://openalex.org/I58200834","https://openalex.org/I4210103346"]},{"raw_affiliation_string":"Guangzhou SiDe MedTech Company Ltd., Guangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103062059","display_name":"Tianbao Liu","orcid":"https://orcid.org/0000-0002-6990-4636"},"institutions":[{"id":"https://openalex.org/I4210098034","display_name":"Key Laboratory of Guangdong Province","ror":"https://ror.org/00swtqp09","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210098034"]},{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianbao Liu","raw_affiliation_strings":["School of Biomedical Engineering, Southern Medical University, Guangzhou, China","Guangdong Provincial Key Laboratory of Medical Image Processing, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Southern Medical University, Guangzhou, China","institution_ids":["https://openalex.org/I58200834"]},{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Medical Image Processing, Guangzhou, China","institution_ids":["https://openalex.org/I4210098034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101909798","display_name":"Yuxin Fang","orcid":"https://orcid.org/0009-0009-6437-964X"},"institutions":[{"id":"https://openalex.org/I4210103346","display_name":"Nanfang Hospital","ror":"https://ror.org/01eq10738","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210103346"]},{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxin Fang","raw_affiliation_strings":["Department of Gastroenterology, Nanfang Hospital, Southern Medical University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Gastroenterology, Nanfang Hospital, Southern Medical University, Guangzhou, China","institution_ids":["https://openalex.org/I58200834","https://openalex.org/I4210103346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071075199","display_name":"Zhanpeng Zhao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhanpeng Zhao","raw_affiliation_strings":["Guangzhou SiDe MedTech Company Ltd., Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangzhou SiDe MedTech Company Ltd., Guangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101837056","display_name":"Side Liu","orcid":"https://orcid.org/0000-0001-8575-1468"},"institutions":[{"id":"https://openalex.org/I4210103346","display_name":"Nanfang Hospital","ror":"https://ror.org/01eq10738","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210103346"]},{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Side Liu","raw_affiliation_strings":["Department of Gastroenterology, Nanfang Hospital, Southern Medical University, Guangzhou, China","Pazhou Laboratory, Guangzhou, China","Guangzhou SiDe MedTech Company Ltd., Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Gastroenterology, Nanfang Hospital, Southern Medical University, Guangzhou, China","institution_ids":["https://openalex.org/I58200834","https://openalex.org/I4210103346"]},{"raw_affiliation_string":"Pazhou Laboratory, Guangzhou, China","institution_ids":[]},{"raw_affiliation_string":"Guangzhou SiDe MedTech Company Ltd., Guangzhou, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044127793","display_name":"Wei Yang","orcid":"https://orcid.org/0000-0002-2161-3231"},"institutions":[{"id":"https://openalex.org/I4210098034","display_name":"Key Laboratory of Guangdong Province","ror":"https://ror.org/00swtqp09","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210098034"]},{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Yang","raw_affiliation_strings":["School of Biomedical Engineering, Southern Medical University, Guangzhou, China","Guangdong Provincial Key Laboratory of Medical Image Processing, Guangzhou, China","Pazhou Laboratory, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-2161-3231","affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Southern Medical University, Guangzhou, China","institution_ids":["https://openalex.org/I58200834"]},{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Medical Image Processing, Guangzhou, China","institution_ids":["https://openalex.org/I4210098034"]},{"raw_affiliation_string":"Pazhou Laboratory, Guangzhou, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5041000117"],"corresponding_institution_ids":["https://openalex.org/I4210098034","https://openalex.org/I58200834"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.8474,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.83816425,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"11","issue":null,"first_page":"10850","last_page":"10863"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11378","display_name":"Gastrointestinal Bleeding Diagnosis and Treatment","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2715","display_name":"Gastroenterology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11378","display_name":"Gastrointestinal Bleeding Diagnosis and Treatment","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2715","display_name":"Gastroenterology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9771000146865845,"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/T11439","display_name":"Video Analysis and Summarization","score":0.953000009059906,"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":0.7979482412338257},{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.7284786105155945},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.6479396224021912},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5229926109313965},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5088624954223633},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5066652894020081},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.4378833770751953},{"id":"https://openalex.org/keywords/capsule-endoscopy","display_name":"Capsule endoscopy","score":0.41390764713287354}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7979482412338257},{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.7284786105155945},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.6479396224021912},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5229926109313965},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5088624954223633},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5066652894020081},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.4378833770751953},{"id":"https://openalex.org/C2777333622","wikidata":"https://www.wikidata.org/wiki/Q116753","display_name":"Capsule endoscopy","level":2,"score":0.41390764713287354},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3240999","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3240999","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10032547.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:71823ad81b564464b7fe88aec4e79260","is_oa":true,"landing_page_url":"https://doaj.org/article/71823ad81b564464b7fe88aec4e79260","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 10850-10863 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3240999","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3240999","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10032547.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.4399999976158142,"display_name":"Partnerships for the goals"}],"awards":[{"id":"https://openalex.org/G8104038856","display_name":null,"funder_award_id":"12026605","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4319300033.pdf","grobid_xml":"https://content.openalex.org/works/W4319300033.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W1568887738","https://openalex.org/W1650175677","https://openalex.org/W1766329497","https://openalex.org/W1924343884","https://openalex.org/W1973476548","https://openalex.org/W1984134653","https://openalex.org/W2028272968","https://openalex.org/W2031975327","https://openalex.org/W2050077825","https://openalex.org/W2063495990","https://openalex.org/W2064675550","https://openalex.org/W2081713725","https://openalex.org/W2088252378","https://openalex.org/W2105174364","https://openalex.org/W2157325243","https://openalex.org/W2194775991","https://openalex.org/W2271928144","https://openalex.org/W2325072868","https://openalex.org/W2343117758","https://openalex.org/W2586726574","https://openalex.org/W2608616916","https://openalex.org/W2789130498","https://openalex.org/W2891621179","https://openalex.org/W2955608372","https://openalex.org/W3007747965","https://openalex.org/W3034303338","https://openalex.org/W3042833587","https://openalex.org/W3048853714","https://openalex.org/W3096307494","https://openalex.org/W3103175200","https://openalex.org/W3112120603","https://openalex.org/W3113146884","https://openalex.org/W3130794141","https://openalex.org/W3132265016","https://openalex.org/W3136813289","https://openalex.org/W3147254695","https://openalex.org/W3164631742","https://openalex.org/W3165482332","https://openalex.org/W4205574708","https://openalex.org/W4206706211","https://openalex.org/W6685042627","https://openalex.org/W6783596713","https://openalex.org/W6785921070"],"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":{"Wireless":[0],"capsule":[1],"endoscopy":[2],"(WCE)":[3],"is":[4,42,101],"a":[5,26,38,65,76,94,107,120,131,142,169],"recently":[6],"developed":[7],"tool":[8],"that":[9,37,146,190],"allows":[10],"for":[11,32],"the":[12,18,58,61,87],"painless":[13],"and":[14,129,159,165,178],"non-invasive":[15],"examination":[16,35],"of":[17,29,51,60,67,139,152,186],"entire":[19],"gastrointestinal":[20],"(GI)":[21],"tract.":[22],"The":[23,99,137,184],"microcamera":[24],"captures":[25],"large":[27],"number":[28],"redundant":[30],"frames":[31,62],"each":[33],"WCE":[34,53,154],"such":[36],"video":[39,125,160],"summarization":[40],"technique":[41],"needed":[43],"to":[44,64,85,111,116,123,134],"assist":[45],"in":[46],"diagnosis.":[47],"However,":[48],"prevalent":[49],"methods":[50,151],"summarizing":[52,153],"videos":[54],"focus":[55],"only":[56],"on":[57,70,141,196],"representativeness":[59],"owing":[63],"lack":[66],"high-level":[68,88],"information":[69],"their":[71],"importance.":[72],"This":[73],"paper":[74],"develops":[75],"Frame":[77],"Importance-Assisted":[78],"Sparse":[79],"Subset":[80],"Selection":[81],"model,":[82],"called":[83],"FIAS3,":[84],"integrate":[86],"frame":[89,108],"importance":[90,109],"from":[91],"networks":[92],"into":[93],"sparse":[95],"subset":[96],"selection":[97],"model.":[98],"FIAS3":[100,148,191],"optimized":[102],"under":[103],"three":[104],"constraints:":[105],"1)":[106],"matrix":[110],"help":[112],"pay":[113],"more":[114,127],"attention":[115],"important":[117],"frames,":[118],"2)":[119],"sparsity":[121],"constraint":[122,133],"make":[124],"summaries":[126],"compact,":[128],"3)":[130],"similarity-inhibiting":[132],"reduce":[135],"redundancy.":[136],"results":[138,185,195],"experiments":[140,188],"public":[143],"dataset":[144],"demonstrated":[145],"our":[147],"outperforms":[149],"other":[150,182],"videos.":[155],"Specifically,":[156],"its":[157],"coverage":[158],"reconstruction":[161],"error":[162],"were":[163],"92%":[164],"0.143,":[166],"respectively,":[167],"at":[168,175],"90%":[170],"compression":[171],"ratio,":[172],"recording":[173],"respective":[174],"least":[176],"16.9%":[177],"0.031":[179],"improvements":[180],"over":[181],"methods.":[183],"generalization":[187],"showed":[189],"also":[192],"achieves":[193],"competitive":[194],"private":[197],"datasets.":[198]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
