{"id":"https://openalex.org/W2102833264","doi":"https://doi.org/10.1109/icip.2007.4379131","title":"Boosting of Maximal Figure of Merit Classifiers for Automatic Image Annotation","display_name":"Boosting of Maximal Figure of Merit Classifiers for Automatic Image Annotation","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W2102833264","doi":"https://doi.org/10.1109/icip.2007.4379131","mag":"2102833264"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2007.4379131","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2007.4379131","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE International Conference on Image Processing","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/A5039863688","display_name":"Filippo Vella","orcid":"https://orcid.org/0000-0002-2502-0062"},"institutions":[{"id":"https://openalex.org/I3005160176","display_name":"Institute for High Performance Computing and Networking","ror":"https://ror.org/04r5fge26","country_code":"IT","type":"facility","lineage":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Filippo Vella","raw_affiliation_strings":["Istituto di Calcolo e Reti ad Alte Prestazioni, ICAR-Consiglio Nazionale delle Ricerche, Italy","Ist. di Calcolo e Reti ad Alte Prestazioni, Palermo"],"affiliations":[{"raw_affiliation_string":"Istituto di Calcolo e Reti ad Alte Prestazioni, ICAR-Consiglio Nazionale delle Ricerche, Italy","institution_ids":["https://openalex.org/I3005160176"]},{"raw_affiliation_string":"Ist. di Calcolo e Reti ad Alte Prestazioni, Palermo","institution_ids":["https://openalex.org/I3005160176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066868860","display_name":"Chin\u2010Hui Lee","orcid":"https://orcid.org/0000-0002-1892-2551"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chin-Hui Lee","raw_affiliation_strings":["Electrical and Computer Engineering Department, Georgia Institute of Technology, USA","Electrical and Computer Engineering Department, Georgia Institute of Technology. chl@ece.gatech.edu"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Georgia Institute of Technology, USA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"Electrical and Computer Engineering Department, Georgia Institute of Technology. chl@ece.gatech.edu","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046377602","display_name":"Salvatore Gaglio","orcid":"https://orcid.org/0000-0002-5480-2100"},"institutions":[{"id":"https://openalex.org/I3005160176","display_name":"Institute for High Performance Computing and Networking","ror":"https://ror.org/04r5fge26","country_code":"IT","type":"facility","lineage":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Salvatore Gaglio","raw_affiliation_strings":["Istituto di Calcolo e Reti ad Alte Prestazioni, ICAR-Consiglio Nazionale delle Ricerche, Italy","Ist. di Calcolo e Reti ad Alte Prestazioni, Palermo"],"affiliations":[{"raw_affiliation_string":"Istituto di Calcolo e Reti ad Alte Prestazioni, ICAR-Consiglio Nazionale delle Ricerche, Italy","institution_ids":["https://openalex.org/I3005160176"]},{"raw_affiliation_string":"Ist. di Calcolo e Reti ad Alte Prestazioni, Palermo","institution_ids":["https://openalex.org/I3005160176"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5039863688"],"corresponding_institution_ids":["https://openalex.org/I3005160176"],"apc_list":null,"apc_paid":null,"fwci":1.9474,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.8719853,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"II ","last_page":" 217"},"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":0.9987999796867371,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/boosting","display_name":"Boosting (machine learning)","score":0.9531862735748291},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.7952982783317566},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7205457091331482},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.6816214323043823},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6662117838859558},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5596719980239868},{"id":"https://openalex.org/keywords/automatic-image-annotation","display_name":"Automatic image annotation","score":0.5203325748443604},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5137614011764526},{"id":"https://openalex.org/keywords/random-subspace-method","display_name":"Random subspace method","score":0.49838995933532715},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46063435077667236},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.43187057971954346},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.42401015758514404},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.40508854389190674},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3206883370876312}],"concepts":[{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.9531862735748291},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7952982783317566},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7205457091331482},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.6816214323043823},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6662117838859558},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5596719980239868},{"id":"https://openalex.org/C199579030","wikidata":"https://www.wikidata.org/wiki/Q2851778","display_name":"Automatic image annotation","level":4,"score":0.5203325748443604},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5137614011764526},{"id":"https://openalex.org/C106135958","wikidata":"https://www.wikidata.org/wiki/Q7291993","display_name":"Random subspace method","level":3,"score":0.49838995933532715},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46063435077667236},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.43187057971954346},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.42401015758514404},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.40508854389190674},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3206883370876312},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip.2007.4379131","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2007.4379131","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE International Conference on Image Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.7699999809265137,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W73128518","https://openalex.org/W1486484638","https://openalex.org/W1497359154","https://openalex.org/W1544067897","https://openalex.org/W1666447063","https://openalex.org/W1988790447","https://openalex.org/W2020842694","https://openalex.org/W2118020653","https://openalex.org/W2118714763","https://openalex.org/W2120929742","https://openalex.org/W2128197086","https://openalex.org/W2134383396","https://openalex.org/W2137918516","https://openalex.org/W2156336347","https://openalex.org/W2167295232","https://openalex.org/W2181691731","https://openalex.org/W2283195891","https://openalex.org/W4248437541","https://openalex.org/W4248892431","https://openalex.org/W4285719527","https://openalex.org/W6678865028","https://openalex.org/W6684451480","https://openalex.org/W7011438494"],"related_works":["https://openalex.org/W3177930984","https://openalex.org/W2052697133","https://openalex.org/W2076896210","https://openalex.org/W2093596879","https://openalex.org/W2384288472","https://openalex.org/W1539573266","https://openalex.org/W2376984068","https://openalex.org/W2201969175","https://openalex.org/W2747088704","https://openalex.org/W2754430077"],"abstract_inverted_index":{"Visual":[0],"information":[1],"contained":[2],"in":[3],"a":[4,27,51,61],"scene":[5],"is":[6],"very":[7],"complex":[8],"and":[9],"can":[10],"be":[11],"represented":[12],"with":[13,46,60],"multiple":[14,40,68],"features":[15,69],"describing":[16],"aspects":[17],"of":[18,42],"the":[19,70,80,85],"entire":[20],"information.":[21],"In":[22],"this":[23],"paper":[24],"we":[25],"propose":[26],"boosting":[28,71],"approach":[29],"to":[30,74,78],"automatic":[31],"image":[32],"annotation":[33,87],"by":[34],"building":[35],"strong":[36],"classifiers":[37,45,57,76],"based":[38],"on":[39,50],"collections":[41],"weak":[43,56],"concept":[44],"each":[47],"collection":[48],"focused":[49],"single":[52],"visual":[53],"feature.":[54],"The":[55],"are":[58],"trained":[59],"maximal":[62],"figure-of-merit":[63],"learning":[64],"approach.":[65],"By":[66],"exploiting":[67],"procedure":[72],"allows":[73],"build":[75],"able":[77],"pick":[79],"most":[81],"discriminative":[82],"feature":[83],"for":[84],"specific":[86],"task.":[88]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}