{"id":"https://openalex.org/W2755863175","doi":"https://doi.org/10.1007/s10851-017-0771-z","title":"Fast Kernel Generalized Discriminative Common Vectors for Feature Extraction","display_name":"Fast Kernel Generalized Discriminative Common Vectors for Feature Extraction","publication_year":2017,"publication_date":"2017-10-24","ids":{"openalex":"https://openalex.org/W2755863175","doi":"https://doi.org/10.1007/s10851-017-0771-z","mag":"2755863175"},"language":"en","primary_location":{"id":"doi:10.1007/s10851-017-0771-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10851-017-0771-z","pdf_url":null,"source":{"id":"https://openalex.org/S66221708","display_name":"Journal of Mathematical Imaging and Vision","issn_l":"0924-9907","issn":["0924-9907","1573-7683"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Mathematical Imaging and Vision","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pureadmin.qub.ac.uk/ws/files/134955187/Article_KGDCV.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011349580","display_name":"Katerine D\u00edaz-Chito","orcid":"https://orcid.org/0000-0002-8860-8082"},"institutions":[{"id":"https://openalex.org/I123044942","display_name":"Universitat Aut\u00f2noma de Barcelona","ror":"https://ror.org/052g8jq94","country_code":"ES","type":"education","lineage":["https://openalex.org/I123044942"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Katerine Diaz-Chito","raw_affiliation_strings":["Centre de Visi\u00f3 per Computador, Universitat Aut\u00f2noma de Barcelona, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Centre de Visi\u00f3 per Computador, Universitat Aut\u00f2noma de Barcelona, Barcelona, Spain","institution_ids":["https://openalex.org/I123044942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014600847","display_name":"Jes\u00fas Mart\u00ednez del Rinc\u00f3n","orcid":"https://orcid.org/0000-0002-9574-4138"},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jes\u00fas Mart\u00ednez del Rinc\u00f3n","raw_affiliation_strings":["Centre for Secure Information Technologies, Queen\u2019s University Belfast, Belfast, UK","Centre for Secure Information Technologies, Queen's University Belfast, Belfast, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Secure Information Technologies, Queen\u2019s University Belfast, Belfast, UK","institution_ids":["https://openalex.org/I126231945"]},{"raw_affiliation_string":"Centre for Secure Information Technologies, Queen's University Belfast, Belfast, UK","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032917693","display_name":"Aura Hern\u00e1ndez-Sabat\u00e9","orcid":"https://orcid.org/0000-0003-1563-9934"},"institutions":[{"id":"https://openalex.org/I123044942","display_name":"Universitat Aut\u00f2noma de Barcelona","ror":"https://ror.org/052g8jq94","country_code":"ES","type":"education","lineage":["https://openalex.org/I123044942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Aura Hern\u00e1ndez-Sabat\u00e9","raw_affiliation_strings":["Centre de Visi\u00f3 per Computador, Universitat Aut\u00f2noma de Barcelona, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Centre de Visi\u00f3 per Computador, Universitat Aut\u00f2noma de Barcelona, Barcelona, Spain","institution_ids":["https://openalex.org/I123044942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026710474","display_name":"Mar\u00e7al Rusi\u00f1ol","orcid":"https://orcid.org/0000-0002-1734-2205"},"institutions":[{"id":"https://openalex.org/I123044942","display_name":"Universitat Aut\u00f2noma de Barcelona","ror":"https://ror.org/052g8jq94","country_code":"ES","type":"education","lineage":["https://openalex.org/I123044942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mar\u00e7al Rusi\u00f1ol","raw_affiliation_strings":["Centre de Visi\u00f3 per Computador, Universitat Aut\u00f2noma de Barcelona, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Centre de Visi\u00f3 per Computador, Universitat Aut\u00f2noma de Barcelona, Barcelona, Spain","institution_ids":["https://openalex.org/I123044942"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067408837","display_name":"Francesc J. Ferri","orcid":"https://orcid.org/0000-0002-1543-3568"},"institutions":[{"id":"https://openalex.org/I16097986","display_name":"Universitat de Val\u00e8ncia","ror":"https://ror.org/043nxc105","country_code":"ES","type":"education","lineage":["https://openalex.org/I16097986"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francesc J. Ferri","raw_affiliation_strings":["Departament d\u2019Inform\u00e0tica, Universitat de Valencia, Valencia, Spain","Departament d'Inform\u00e0tica, Universitat de Valencia, Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"Departament d\u2019Inform\u00e0tica, Universitat de Valencia, Valencia, Spain","institution_ids":["https://openalex.org/I16097986"]},{"raw_affiliation_string":"Departament d'Inform\u00e0tica, Universitat de Valencia, Valencia, Spain","institution_ids":["https://openalex.org/I16097986"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5011349580"],"corresponding_institution_ids":["https://openalex.org/I123044942"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2780},"apc_paid":null,"fwci":0.0924,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.47479696,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"60","issue":"4","first_page":"512","last_page":"524"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9995999932289124,"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/T10057","display_name":"Face and Expression Recognition","score":0.9995999932289124,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"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":0.9894000291824341,"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/discriminative-model","display_name":"Discriminative model","score":0.8197520971298218},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.6991226077079773},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6732747554779053},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.660849392414093},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6442504525184631},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.631686806678772},{"id":"https://openalex.org/keywords/kernel-fisher-discriminant-analysis","display_name":"Kernel Fisher discriminant analysis","score":0.5658196210861206},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.528876781463623},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.489803284406662},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.47374093532562256},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.44814205169677734},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.4267011284828186},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4213908910751343},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.41859525442123413},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.4147046208381653},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4132993221282959},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4042031168937683},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2773128151893616}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.8197520971298218},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.6991226077079773},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6732747554779053},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.660849392414093},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6442504525184631},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.631686806678772},{"id":"https://openalex.org/C181367576","wikidata":"https://www.wikidata.org/wiki/Q6394184","display_name":"Kernel Fisher discriminant analysis","level":4,"score":0.5658196210861206},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.528876781463623},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.489803284406662},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.47374093532562256},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.44814205169677734},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.4267011284828186},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4213908910751343},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.41859525442123413},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.4147046208381653},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4132993221282959},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4042031168937683},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2773128151893616},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10851-017-0771-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10851-017-0771-z","pdf_url":null,"source":{"id":"https://openalex.org/S66221708","display_name":"Journal of Mathematical Imaging and Vision","issn_l":"0924-9907","issn":["0924-9907","1573-7683"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Mathematical Imaging and Vision","raw_type":"journal-article"},{"id":"pmh:oai:pure.qub.ac.uk/portal:openaire/fd54a9fe-ab4d-4708-8272-79abb41caca1","is_oa":true,"landing_page_url":"https://pure.qub.ac.uk/en/publications/fd54a9fe-ab4d-4708-8272-79abb41caca1","pdf_url":"https://pureadmin.qub.ac.uk/ws/files/134955187/Article_KGDCV.pdf","source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Diaz-Chito, K, Martinez del Rincon, J, Hernandez-Sabate, A, Rusi\u00f1ol, M & Ferri, F J 2018, 'Fast Kernel Generalized Discriminative Common Vectors for Feature Extraction', Journal of Mathematical Imaging and Vision, vol. 60, no. 4, pp. 512-524. https://doi.org/10.1007/s10851-017-0771-z","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:pure.qub.ac.uk/portal:openaire/fd54a9fe-ab4d-4708-8272-79abb41caca1","is_oa":true,"landing_page_url":"https://pure.qub.ac.uk/en/publications/fd54a9fe-ab4d-4708-8272-79abb41caca1","pdf_url":"https://pureadmin.qub.ac.uk/ws/files/134955187/Article_KGDCV.pdf","source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Diaz-Chito, K, Martinez del Rincon, J, Hernandez-Sabate, A, Rusi\u00f1ol, M & Ferri, F J 2018, 'Fast Kernel Generalized Discriminative Common Vectors for Feature Extraction', Journal of Mathematical Imaging and Vision, vol. 60, no. 4, pp. 512-524. https://doi.org/10.1007/s10851-017-0771-z","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"score":0.75,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G2241406505","display_name":null,"funder_award_id":"EP/R007187/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G5445011987","display_name":null,"funder_award_id":"EP/K004379/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6577499357","display_name":null,"funder_award_id":"EP/N508664/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2755863175.pdf","grobid_xml":"https://content.openalex.org/works/W2755863175.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W818275157","https://openalex.org/W1510073064","https://openalex.org/W1560724230","https://openalex.org/W1759219755","https://openalex.org/W1770825568","https://openalex.org/W1984421104","https://openalex.org/W1987611500","https://openalex.org/W2021012145","https://openalex.org/W2056003151","https://openalex.org/W2067916745","https://openalex.org/W2085044339","https://openalex.org/W2088900896","https://openalex.org/W2096716100","https://openalex.org/W2103560185","https://openalex.org/W2116551122","https://openalex.org/W2121647436","https://openalex.org/W2122034878","https://openalex.org/W2123921160","https://openalex.org/W2135346934","https://openalex.org/W2140095548","https://openalex.org/W2140930104","https://openalex.org/W2143709748","https://openalex.org/W2154023624","https://openalex.org/W2159607632","https://openalex.org/W2165115763","https://openalex.org/W2994340921","https://openalex.org/W3144619878","https://openalex.org/W3148625633","https://openalex.org/W4210668077","https://openalex.org/W4229940379"],"related_works":["https://openalex.org/W2141981133","https://openalex.org/W2386228546","https://openalex.org/W2086055175","https://openalex.org/W2365801610","https://openalex.org/W2388048830","https://openalex.org/W2150796457","https://openalex.org/W2566759662","https://openalex.org/W2016459271","https://openalex.org/W2788610776","https://openalex.org/W2129407254"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-17T17:19:04.345684","created_date":"2025-10-10T00:00:00"}