{"id":"https://openalex.org/W2109936687","doi":"https://doi.org/10.1109/cbmi.2008.4564946","title":"Real AdaBoost for large vocabulary image classification","display_name":"Real AdaBoost for large vocabulary image classification","publication_year":2008,"publication_date":"2008-01-01","ids":{"openalex":"https://openalex.org/W2109936687","doi":"https://doi.org/10.1109/cbmi.2008.4564946","mag":"2109936687"},"language":"en","primary_location":{"id":"doi:10.1109/cbmi.2008.4564946","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbmi.2008.4564946","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 International Workshop on Content-Based Multimedia Indexing","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/A5010914146","display_name":"Wei\u2010Chao Lin","orcid":"https://orcid.org/0000-0002-5803-513X"},"institutions":[{"id":"https://openalex.org/I5728261","display_name":"University of Sunderland","ror":"https://ror.org/04p55hr04","country_code":"GB","type":"education","lineage":["https://openalex.org/I5728261"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Wei-Chao Lin","raw_affiliation_strings":["School of Computing and Technology, University of Sunderland, Sunderland, UK","Sch. of Comput. & Technol., Sunderland Univ., Sunderland"],"affiliations":[{"raw_affiliation_string":"School of Computing and Technology, University of Sunderland, Sunderland, UK","institution_ids":["https://openalex.org/I5728261"]},{"raw_affiliation_string":"Sch. of Comput. & Technol., Sunderland Univ., Sunderland","institution_ids":["https://openalex.org/I5728261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049405285","display_name":"Michael Oakes","orcid":"https://orcid.org/0000-0003-2793-8245"},"institutions":[{"id":"https://openalex.org/I5728261","display_name":"University of Sunderland","ror":"https://ror.org/04p55hr04","country_code":"GB","type":"education","lineage":["https://openalex.org/I5728261"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Michael Oakes","raw_affiliation_strings":["School of Computing and Technology, University of Sunderland, Sunderland, UK","Sch. of Comput. & Technol., Sunderland Univ., Sunderland"],"affiliations":[{"raw_affiliation_string":"School of Computing and Technology, University of Sunderland, Sunderland, UK","institution_ids":["https://openalex.org/I5728261"]},{"raw_affiliation_string":"Sch. of Comput. & Technol., Sunderland Univ., Sunderland","institution_ids":["https://openalex.org/I5728261"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111977346","display_name":"John Tait","orcid":null},"institutions":[{"id":"https://openalex.org/I1327969474","display_name":"Statistics Austria","ror":"https://ror.org/030j5vf66","country_code":"AT","type":"government","lineage":["https://openalex.org/I1327969474"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"John Tait","raw_affiliation_strings":["Information Retrieval Facility, Vienna, Austria","Information Retrieval Facility, Eschenbachgasse 11/3 Stk., 1010 Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Information Retrieval Facility, Vienna, Austria","institution_ids":["https://openalex.org/I1327969474"]},{"raw_affiliation_string":"Information Retrieval Facility, Eschenbachgasse 11/3 Stk., 1010 Vienna, Austria","institution_ids":["https://openalex.org/I1327969474"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5010914146"],"corresponding_institution_ids":["https://openalex.org/I5728261"],"apc_list":null,"apc_paid":null,"fwci":2.1297,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.88435476,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"192","last_page":"199"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9998000264167786,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9998000264167786,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9990000128746033,"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/T11439","display_name":"Video Analysis and Summarization","score":0.989799976348877,"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/adaboost","display_name":"AdaBoost","score":0.7725107073783875},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.743492603302002},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.677271842956543},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.6247378587722778},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5882720947265625},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.49295973777770996},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47813570499420166},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.41346675157546997},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3299751281738281},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.12071660161018372},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.09547233581542969}],"concepts":[{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.7725107073783875},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.743492603302002},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.677271842956543},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.6247378587722778},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5882720947265625},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.49295973777770996},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47813570499420166},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.41346675157546997},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3299751281738281},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.12071660161018372},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.09547233581542969},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cbmi.2008.4564946","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbmi.2008.4564946","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 International Workshop on Content-Based Multimedia Indexing","raw_type":"proceedings-article"},{"id":"pmh:oai:sure.sunderland.ac.uk:1699","is_oa":false,"landing_page_url":"http://sure.sunderland.ac.uk/id/eprint/1699/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402295","display_name":"Sunderland Repository (University of Sunderland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5728261","host_organization_name":"University of Sunderland","host_organization_lineage":["https://openalex.org/I5728261"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8299999833106995,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W237627875","https://openalex.org/W256534578","https://openalex.org/W1520252399","https://openalex.org/W1528894707","https://openalex.org/W1591443704","https://openalex.org/W1592458933","https://openalex.org/W1663973292","https://openalex.org/W1944847058","https://openalex.org/W1973693867","https://openalex.org/W1988324357","https://openalex.org/W2022692239","https://openalex.org/W2024046085","https://openalex.org/W2027116780","https://openalex.org/W2028178656","https://openalex.org/W2041355974","https://openalex.org/W2042050931","https://openalex.org/W2062024414","https://openalex.org/W2097477220","https://openalex.org/W2107617512","https://openalex.org/W2108435065","https://openalex.org/W2111792792","https://openalex.org/W2120750550","https://openalex.org/W2121947440","https://openalex.org/W2130660124","https://openalex.org/W2132549764","https://openalex.org/W2137471889","https://openalex.org/W2139212933","https://openalex.org/W2145087912","https://openalex.org/W2145855411","https://openalex.org/W2594639291","https://openalex.org/W3139690853","https://openalex.org/W4255272544","https://openalex.org/W4285719527","https://openalex.org/W6681191543"],"related_works":["https://openalex.org/W3039673966","https://openalex.org/W4293699968","https://openalex.org/W2002351707","https://openalex.org/W2035096001","https://openalex.org/W2327035729","https://openalex.org/W2923621274","https://openalex.org/W2101918547","https://openalex.org/W4312843811","https://openalex.org/W3112414093","https://openalex.org/W4210319752"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,71],"describe":[4],"the":[5,86,99],"use":[6,72],"of":[7,23,62,106],"a":[8,19,37,42,60,75],"Boosting":[9,29,55],"algorithm,":[10],"Real":[11,90],"AdaBoost,":[12],"for":[13,30,59],"Content-Based":[14],"Image":[15],"Retrieval":[16],"(CBIR)":[17],"on":[18,66],"large":[20],"number":[21],"(190)":[22],"keyword":[24],"categories.":[25],"Previous":[26],"work":[27,50],"with":[28,51,92],"image":[31],"orientation":[32],"detection":[33],"has":[34,53],"involved":[35],"only":[36],"few":[38],"categories,":[39],"such":[40],"as":[41,74],"simple":[43],"outdoor":[44],"vs.":[45],"indoor":[46],"scene":[47],"dichotomy.":[48],"Other":[49],"CBIR":[52],"incorporated":[54],"into":[56],"relevance":[57],"feedback":[58],"form":[61],"supervised":[63],"learning":[64,77],"based":[65],"end-users\u2019":[67],"evaluation,":[68],"but":[69],"here":[70],"AdaBoost":[73,91],"purely":[76],"algorithm":[78],"to":[79],"reduce":[80],"noisy":[81],"and":[82],"outlier":[83],"information.":[84],"For":[85],"190-category":[87],"classification":[88],"task,":[89],"its":[93],"own":[94],"final":[95],"learner":[96],"model":[97],"outperformed":[98],"K-Nearest":[100],"Neighbour":[101],"(K-NN)":[102],"classifier":[103],"in":[104],"terms":[105],"precision.":[107]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
