{"id":"https://openalex.org/W4386597095","doi":"https://doi.org/10.1109/icip49359.2023.10222138","title":"Query-Based Video Summarization with Pseudo Label Supervision","display_name":"Query-Based Video Summarization with Pseudo Label Supervision","publication_year":2023,"publication_date":"2023-09-11","ids":{"openalex":"https://openalex.org/W4386597095","doi":"https://doi.org/10.1109/icip49359.2023.10222138"},"language":"en","primary_location":{"id":"doi:10.1109/icip49359.2023.10222138","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip49359.2023.10222138","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5091066062","display_name":"Jia-Hong Huang","orcid":"https://orcid.org/0000-0001-7943-2591"},"institutions":[{"id":"https://openalex.org/I4210135670","display_name":"Amsterdam University of the Arts","ror":"https://ror.org/04dde1554","country_code":"NL","type":"education","lineage":["https://openalex.org/I4210135670"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jia-Hong Huang","raw_affiliation_strings":["University of Amsterdam,Amsterdam,Netherlands","University of Amsterdam, Amsterdam, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Amsterdam,Amsterdam,Netherlands","institution_ids":["https://openalex.org/I4210135670","https://openalex.org/I887064364"]},{"raw_affiliation_string":"University of Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I4210135670","https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025506929","display_name":"Luka Murn","orcid":"https://orcid.org/0000-0001-9041-647X"},"institutions":[{"id":"https://openalex.org/I2799584991","display_name":"London International Development Centre","ror":"https://ror.org/053xt2a19","country_code":"GB","type":"other","lineage":["https://openalex.org/I2799584991"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Luka Murn","raw_affiliation_strings":["BBC Research and Development,London,UK","BBC Research and Development, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BBC Research and Development,London,UK","institution_ids":["https://openalex.org/I2799584991"]},{"raw_affiliation_string":"BBC Research and Development, London, UK","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083550803","display_name":"Marta Mrak","orcid":"https://orcid.org/0000-0002-7777-0252"},"institutions":[{"id":"https://openalex.org/I2799584991","display_name":"London International Development Centre","ror":"https://ror.org/053xt2a19","country_code":"GB","type":"other","lineage":["https://openalex.org/I2799584991"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Marta Mrak","raw_affiliation_strings":["BBC Research and Development,London,UK","BBC Research and Development, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BBC Research and Development,London,UK","institution_ids":["https://openalex.org/I2799584991"]},{"raw_affiliation_string":"BBC Research and Development, London, UK","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070684680","display_name":"Marcel Worring","orcid":"https://orcid.org/0000-0003-4097-4136"},"institutions":[{"id":"https://openalex.org/I4210135670","display_name":"Amsterdam University of the Arts","ror":"https://ror.org/04dde1554","country_code":"NL","type":"education","lineage":["https://openalex.org/I4210135670"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Marcel Worring","raw_affiliation_strings":["University of Amsterdam,Amsterdam,Netherlands","University of Amsterdam, Amsterdam, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Amsterdam,Amsterdam,Netherlands","institution_ids":["https://openalex.org/I4210135670","https://openalex.org/I887064364"]},{"raw_affiliation_string":"University of Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I4210135670","https://openalex.org/I887064364"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1430","last_page":"1434"},"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":0.9944999814033508,"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":0.9794999957084656,"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":0.9383401274681091},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9032464027404785},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.565548300743103},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5447427034378052},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5098461508750916},{"id":"https://openalex.org/keywords/pretext","display_name":"Pretext","score":0.504275918006897},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4877641797065735},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.4814557433128357},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.4323294758796692},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3490578234195709},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3442811369895935}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.9383401274681091},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9032464027404785},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.565548300743103},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5447427034378052},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5098461508750916},{"id":"https://openalex.org/C2779627259","wikidata":"https://www.wikidata.org/wiki/Q779763","display_name":"Pretext","level":3,"score":0.504275918006897},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4877641797065735},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.4814557433128357},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.4323294758796692},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3490578234195709},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3442811369895935},{"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","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},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip49359.2023.10222138","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip49359.2023.10222138","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1018564120","display_name":"Harnessing Data and Technology for Journalism","funder_award_id":"765140","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W79139011","https://openalex.org/W343636949","https://openalex.org/W1924343884","https://openalex.org/W2098539690","https://openalex.org/W2108598243","https://openalex.org/W2125031621","https://openalex.org/W2250189634","https://openalex.org/W2250539671","https://openalex.org/W2529272619","https://openalex.org/W2766630207","https://openalex.org/W2768010949","https://openalex.org/W2776277180","https://openalex.org/W2798970487","https://openalex.org/W2883359488","https://openalex.org/W2896457183","https://openalex.org/W2949550202","https://openalex.org/W2950180292","https://openalex.org/W2962677647","https://openalex.org/W2962739339","https://openalex.org/W2963524571","https://openalex.org/W2963814513","https://openalex.org/W2963919999","https://openalex.org/W2982084422","https://openalex.org/W2987654501","https://openalex.org/W2988217457","https://openalex.org/W2990408345","https://openalex.org/W2998571131","https://openalex.org/W2999428529","https://openalex.org/W3033386097","https://openalex.org/W3107543738","https://openalex.org/W3198455660","https://openalex.org/W4288359875","https://openalex.org/W4293519400","https://openalex.org/W4294170691","https://openalex.org/W4312748990","https://openalex.org/W4385245566","https://openalex.org/W4385815568","https://openalex.org/W6640109428","https://openalex.org/W6674610702","https://openalex.org/W6678885109","https://openalex.org/W6682691769","https://openalex.org/W6713349023","https://openalex.org/W6728272395","https://openalex.org/W6739901393","https://openalex.org/W6753000030","https://openalex.org/W6753059133","https://openalex.org/W6755207826","https://openalex.org/W6762196805","https://openalex.org/W6770805772"],"related_works":["https://openalex.org/W2366403280","https://openalex.org/W161456234","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/W2941608206"],"abstract_inverted_index":{"Existing":[0],"datasets":[1],"for":[2],"manually":[3],"labelled":[4],"query-based":[5],"video":[6,19,104,134,151],"summarization":[7,20,135,152],"are":[8,91,137],"costly":[9],"and":[10,34,72,76,84,129],"thus":[11],"small,":[12],"limiting":[13],"the":[14,25,66,77,81,85,124,142,149],"performance":[15],"of":[16],"supervised":[17,48],"deep":[18,49],"models.":[21],"Self-supervision":[22],"can":[23],"address":[24],"data":[26,41],"sparsity":[27],"challenge":[28],"by":[29],"using":[30],"a":[31,36,47,69,73,106],"pretext":[32,70],"task":[33,71],"defining":[35],"method":[37],"to":[38,45,62,111,121,139],"acquire":[39],"extra":[40],"with":[42],"pseudo":[43,57,82,89],"labels":[44,58,90],"pre-train":[46],"model.":[50],"In":[51],"this":[52],"work,":[53],"we":[54,117],"introduce":[55],"segment-level":[56],"from":[59],"input":[60],"videos":[61],"properly":[63],"model":[64],"both":[65],"relationship":[67,79],"between":[68,80,127],"target":[74],"task,":[75],"implicit":[78],"label":[83],"human-defined":[86,96],"label.":[87],"The":[88],"generated":[92],"based":[93],"on":[94],"existing":[95],"frame-level":[97],"labels.":[98],"To":[99],"create":[100],"more":[101],"accurate":[102],"query-dependent":[103],"summaries,":[105],"semantics":[107],"booster":[108],"is":[109],"proposed":[110,143,150],"generate":[112],"context-aware":[113],"query":[114],"representations.":[115],"Furthermore,":[116],"propose":[118],"mutual":[119],"attention":[120],"help":[122],"capture":[123],"interactive":[125],"information":[126],"visual":[128],"textual":[130],"modalities.":[131],"Three":[132],"commonly-used":[133],"benchmarks":[136],"used":[138],"thoroughly":[140],"validate":[141],"approach.":[144],"Experimental":[145],"results":[146],"show":[147],"that":[148],"algorithm":[153],"achieves":[154],"state-of-the-art":[155],"performance.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-20T07:56:41.581041","created_date":"2025-10-10T00:00:00"}