{"id":"https://openalex.org/W2048138150","doi":"https://doi.org/10.1145/1008992.1009097","title":"Aggregated feature retrieval for MPEG-7 via clustering","display_name":"Aggregated feature retrieval for MPEG-7 via clustering","publication_year":2004,"publication_date":"2004-07-25","ids":{"openalex":"https://openalex.org/W2048138150","doi":"https://doi.org/10.1145/1008992.1009097","mag":"2048138150"},"language":"en","primary_location":{"id":"doi:10.1145/1008992.1009097","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1008992.1009097","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doras.dcu.ie/374/1/sigir_2004_2.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068680225","display_name":"Jiamin Ye","orcid":"https://orcid.org/0000-0001-5061-6135"},"institutions":[{"id":"https://openalex.org/I42934936","display_name":"Dublin City University","ror":"https://ror.org/04a1a1e81","country_code":"IE","type":"education","lineage":["https://openalex.org/I42934936"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Jiamin Ye","raw_affiliation_strings":["Dublin City University","Dublin City University#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dublin City University","institution_ids":["https://openalex.org/I42934936"]},{"raw_affiliation_string":"Dublin City University#TAB#","institution_ids":["https://openalex.org/I42934936"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008334059","display_name":"Alan F. Smeaton","orcid":"https://orcid.org/0000-0003-1028-8389"},"institutions":[{"id":"https://openalex.org/I42934936","display_name":"Dublin City University","ror":"https://ror.org/04a1a1e81","country_code":"IE","type":"education","lineage":["https://openalex.org/I42934936"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Alan F. Smeaton","raw_affiliation_strings":["Dublin City University","Dublin City University#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dublin City University","institution_ids":["https://openalex.org/I42934936"]},{"raw_affiliation_string":"Dublin City University#TAB#","institution_ids":["https://openalex.org/I42934936"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I42934936"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"514","last_page":"515"},"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":0.9973000288009644,"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":0.9930999875068665,"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":0.8188537359237671},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7672309875488281},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.6912757158279419},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.5675380229949951},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5613176822662354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5522854924201965},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5335073471069336},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5297922492027283},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.4672299325466156},{"id":"https://openalex.org/keywords/video-retrieval","display_name":"Video retrieval","score":0.4640367031097412},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.44077813625335693},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4037872552871704},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.22901853919029236}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8188537359237671},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7672309875488281},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.6912757158279419},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.5675380229949951},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5613176822662354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5522854924201965},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5335073471069336},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5297922492027283},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.4672299325466156},{"id":"https://openalex.org/C2983174267","wikidata":"https://www.wikidata.org/wiki/Q3775098","display_name":"Video retrieval","level":2,"score":0.4640367031097412},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.44077813625335693},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4037872552871704},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.22901853919029236},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/1008992.1009097","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1008992.1009097","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval","raw_type":"proceedings-article"},{"id":"pmh:oai:doras.dcu.ie:374","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401512","display_name":"Dublin City University Open Access Institutional Repository (Dublin City University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I42934936","host_organization_name":"Dublin City University","host_organization_lineage":["https://openalex.org/I42934936"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"},{"id":"pmh:http://www.rian.ie/445/","is_oa":true,"landing_page_url":"http://doras.dcu.ie/374/","pdf_url":"https://doras.dcu.ie/374/1/sigir_2004_2.pdf","source":{"id":"https://openalex.org/S4306400033","display_name":"Arrow@dit (Dublin Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I115570527","host_organization_name":"Dublin Institute of Technology","host_organization_lineage":["https://openalex.org/I115570527"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ye, Jiamin and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 <https://orcid.org/0000-0003-1028-8389> (2004) Aggregated Feature Retrieval for MPEG-7 via Clustering. In: SIGIR 2004 - the 27th Annual International ACM SIGIR Conference, 25-29 July 2004, Sheffield, UK.","raw_type":"Other"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.154.9302","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.154.9302","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://doras.dcu.ie/374/1/sigir_2004_2.pdf","raw_type":"text"}],"best_oa_location":{"id":"pmh:http://www.rian.ie/445/","is_oa":true,"landing_page_url":"http://doras.dcu.ie/374/","pdf_url":"https://doras.dcu.ie/374/1/sigir_2004_2.pdf","source":{"id":"https://openalex.org/S4306400033","display_name":"Arrow@dit (Dublin Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I115570527","host_organization_name":"Dublin Institute of Technology","host_organization_lineage":["https://openalex.org/I115570527"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ye, Jiamin and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 <https://orcid.org/0000-0003-1028-8389> (2004) Aggregated Feature Retrieval for MPEG-7 via Clustering. In: SIGIR 2004 - the 27th Annual International ACM SIGIR Conference, 25-29 July 2004, Sheffield, UK.","raw_type":"Other"},"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320834","display_name":"Enterprise Ireland","ror":"https://ror.org/023z51242"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2048138150.pdf","grobid_xml":"https://content.openalex.org/works/W2048138150.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W1510666768","https://openalex.org/W1583198708","https://openalex.org/W2051329839","https://openalex.org/W2101540009","https://openalex.org/W2917578068","https://openalex.org/W6663186920"],"related_works":["https://openalex.org/W2074502265","https://openalex.org/W4214877189","https://openalex.org/W2773965352","https://openalex.org/W2381179799","https://openalex.org/W2980279061","https://openalex.org/W2334685461","https://openalex.org/W2366718574","https://openalex.org/W2359774528","https://openalex.org/W4298312966","https://openalex.org/W2123991572"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"describe":[4],"an":[5],"approach":[6],"to":[7,24,59,76],"combining":[8],"text":[9,26],"and":[10,68],"visual":[11,40],"features":[12],"from":[13,83],"MPEG-7":[14],"descriptions":[15],"of":[16,38,99],"video.":[17],"A":[18],"video":[19,91],"retrieval":[20,27],"process":[21,28],"is":[22,44,87],"aligned":[23],"a":[25,60,77,93,96],"based":[29,79],"on":[30,65,80],"the":[31,48,66,81,84],"TF*IDF":[32],"vector":[33],"space":[34],"model":[35],"via":[36],"clustering":[37],"low-level":[39],"features.":[41],"Our":[42,63],"assumption":[43],"that":[45,72],"shots":[46,82],"within":[47],"same":[49,85],"cluster":[50,86],"are":[51],"not":[52],"only":[53],"similar":[54,100],"visually":[55],"but":[56],"also":[57],"semantically,":[58],"certain":[61],"extent.":[62],"experiments":[64],"TRECVID2002":[67],"TRECVID2003":[69],"collections":[70],"show":[71],"adding":[73],"extra":[74],"meaning":[75],"shot":[78],"useful":[88],"when":[89],"each":[90],"in":[92,104],"collection":[94],"contains":[95],"high":[97],"proportion":[98],"shots,":[101],"for":[102],"example":[103],"documentaries.":[105]},"counts_by_year":[],"updated_date":"2026-07-19T07:52:34.831488","created_date":"2025-10-10T00:00:00"}