{"id":"https://openalex.org/W2161184370","doi":"https://doi.org/10.4304/jcp.6.8.1756-1763","title":"Learning the Classifier Combination for Image Classification","display_name":"Learning the Classifier Combination for Image Classification","publication_year":2011,"publication_date":"2011-08-01","ids":{"openalex":"https://openalex.org/W2161184370","doi":"https://doi.org/10.4304/jcp.6.8.1756-1763","mag":"2161184370"},"language":"en","primary_location":{"id":"doi:10.4304/jcp.6.8.1756-1763","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jcp.6.8.1756-1763","pdf_url":null,"source":{"id":"https://openalex.org/S77894049","display_name":"Journal of Computers","issn_l":"1796-203X","issn":["1796-203X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computers","raw_type":"journal-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/A5052015929","display_name":"Deyuan Zhang","orcid":"https://orcid.org/0000-0002-4731-7211"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Deyuan Zhang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004324294","display_name":"Bingquan Liu","orcid":"https://orcid.org/0000-0001-6352-2170"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bingquan Liu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033705258","display_name":"Chengjie Sun","orcid":"https://orcid.org/0000-0001-9081-1410"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chengjie Sun","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5100424261","display_name":"Xiaolong Wang","orcid":"https://orcid.org/0000-0002-5061-2529"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaolong Wang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0299,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.8124895,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"6","issue":"8","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval 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/T10627","display_name":"Advanced Image and Video Retrieval 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/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/T10057","display_name":"Face and Expression Recognition","score":0.9986000061035156,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.6567210555076599},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.651818573474884},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6116986870765686},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.500586986541748},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4895423352718353},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.21671602129936218}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6567210555076599},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.651818573474884},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6116986870765686},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.500586986541748},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4895423352718353},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.21671602129936218}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4304/jcp.6.8.1756-1763","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jcp.6.8.1756-1763","pdf_url":null,"source":{"id":"https://openalex.org/S77894049","display_name":"Journal of Computers","issn_l":"1796-203X","issn":["1796-203X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computers","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.7599999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1510526001","https://openalex.org/W1540386283","https://openalex.org/W1566135517","https://openalex.org/W1618905105","https://openalex.org/W1982528474","https://openalex.org/W2019778169","https://openalex.org/W2029169022","https://openalex.org/W2054103873","https://openalex.org/W2059421467","https://openalex.org/W2088965486","https://openalex.org/W2102734279","https://openalex.org/W2103568877","https://openalex.org/W2104825706","https://openalex.org/W2105568170","https://openalex.org/W2107034620","https://openalex.org/W2109506130","https://openalex.org/W2109868644","https://openalex.org/W2112076978","https://openalex.org/W2119821739","https://openalex.org/W2122565585","https://openalex.org/W2126297944","https://openalex.org/W2126326837","https://openalex.org/W2136595724","https://openalex.org/W2150692003","https://openalex.org/W2151103935","https://openalex.org/W2153635508","https://openalex.org/W2157236054","https://openalex.org/W2158275940","https://openalex.org/W2158869137","https://openalex.org/W2164568552","https://openalex.org/W2912485311","https://openalex.org/W2912934387","https://openalex.org/W2914885528","https://openalex.org/W2976840617","https://openalex.org/W3097096317","https://openalex.org/W4233730708","https://openalex.org/W4239510810","https://openalex.org/W4301525500","https://openalex.org/W6630424276","https://openalex.org/W6632200337","https://openalex.org/W6665415994","https://openalex.org/W6676769703","https://openalex.org/W6680240620","https://openalex.org/W6808111085","https://openalex.org/W7075742223"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2033914206","https://openalex.org/W2042327336","https://openalex.org/W2005234362","https://openalex.org/W2162970382","https://openalex.org/W1997235926"],"abstract_inverted_index":{"Although":[0],"some":[1],"image":[2,19,29,84],"features":[3,20],"and":[4,14,21,58,95,102],"algorithms":[5],"succeed":[6],"in":[7,54],"many":[8],"tasks":[9],"such":[10],"as":[11],"scene":[12],"recognition":[13],"face":[15],"recognition,":[16],"carefully":[17],"choosing":[18],"classifiers":[22,43,75,93],"are":[23],"time":[24],"consuming":[25],"for":[26,70,76],"a":[27,37],"specific":[28],"classification":[30],"task.":[31],"In":[32,62],"this":[33],"paper,":[34],"we":[35,64],"propose":[36],"method":[38],"that":[39,87],"automatically":[40],"combines":[41],"the":[42,52,72,77,92,96],"with":[44],"probability":[45],"outputs":[46],"from":[47],"different":[48],"features.":[49],"We":[50],"fomulate":[51],"problem":[53],"quadric":[55],"programming":[56],"framework,":[57],"solve":[59],"it":[60],"efficiently.":[61],"addition,":[63],"proposed":[65],"two":[66],"classifier":[67,97],"selection":[68,98],"algrithms":[69],"selecting":[71],"most":[73],"discriminative":[74],"speed-accurcy":[78],"trade-off.":[79],"The":[80],"experiment":[81],"on":[82],"Corel":[83],"dataset":[85],"shows":[86],"our":[88],"algorithm":[89,99],"can":[90],"fuse":[91],"robustly,":[94],"is":[100],"flexible":[101],"effective.":[103]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}