Matches in SemOpenAlex for { <https://semopenalex.org/work/W2114252311> ?p ?o ?g. }
Showing items 1 to 93 of
93
with 100 items per page.
- W2114252311 abstract "This paper proposes a novel methodology on Mercer kernel construction using interpolatory strategy. Based on a given symmetric and positive semi-definite matrix (Gram matrix) and Cholesky decomposition, it first constructs a nonlinear mapping Φ, which is well-defined on the training data. This mapping is then extended to the whole input feature space by utilizing Lagrange interpolatory basis functions. The kernel function constructed by inner product is proven to be a Mercer kernel function. The self-constructed interpolatory Mercer (IM) kernel keeps the Gram matrix unchanged on the training samples. To evaluate the performance of the proposed IM kernel, a popular kernel direct linear discriminant analysis (KDDA) method for face recognition is selected. Comparing with RBF kernel based KDDA method on two face databases, namely FERET and CMU PIE databases, the IM kernel based KDDA approach could increase the performance by around 20% on CMU PIE database." @default.
- W2114252311 created "2016-06-24" @default.
- W2114252311 creator A5053712480 @default.
- W2114252311 creator A5079920605 @default.
- W2114252311 date "2009-04-01" @default.
- W2114252311 modified "2023-09-24" @default.
- W2114252311 title "Interpolatory Mercer kernel construction for kernel direct LDA on face recognition" @default.
- W2114252311 cites W1560724230 @default.
- W2114252311 cites W2041657594 @default.
- W2114252311 cites W2105225065 @default.
- W2114252311 cites W2143304877 @default.
- W2114252311 cites W2144752499 @default.
- W2114252311 cites W2150796457 @default.
- W2114252311 cites W2154209978 @default.
- W2114252311 cites W2171937595 @default.
- W2114252311 doi "https://doi.org/10.1109/icassp.2009.4959719" @default.
- W2114252311 hasPublicationYear "2009" @default.
- W2114252311 type Work @default.
- W2114252311 sameAs 2114252311 @default.
- W2114252311 citedByCount "4" @default.
- W2114252311 countsByYear W21142523112014 @default.
- W2114252311 countsByYear W21142523112016 @default.
- W2114252311 countsByYear W21142523112018 @default.
- W2114252311 crossrefType "proceedings-article" @default.
- W2114252311 hasAuthorship W2114252311A5053712480 @default.
- W2114252311 hasAuthorship W2114252311A5079920605 @default.
- W2114252311 hasConcept C121332964 @default.
- W2114252311 hasConcept C122280245 @default.
- W2114252311 hasConcept C12267149 @default.
- W2114252311 hasConcept C134517425 @default.
- W2114252311 hasConcept C153180895 @default.
- W2114252311 hasConcept C154945302 @default.
- W2114252311 hasConcept C158693339 @default.
- W2114252311 hasConcept C160446489 @default.
- W2114252311 hasConcept C181367576 @default.
- W2114252311 hasConcept C182335926 @default.
- W2114252311 hasConcept C195699287 @default.
- W2114252311 hasConcept C202444582 @default.
- W2114252311 hasConcept C31510193 @default.
- W2114252311 hasConcept C33923547 @default.
- W2114252311 hasConcept C34727166 @default.
- W2114252311 hasConcept C41008148 @default.
- W2114252311 hasConcept C55851704 @default.
- W2114252311 hasConcept C62520636 @default.
- W2114252311 hasConcept C74193536 @default.
- W2114252311 hasConcept C75866337 @default.
- W2114252311 hasConceptScore W2114252311C121332964 @default.
- W2114252311 hasConceptScore W2114252311C122280245 @default.
- W2114252311 hasConceptScore W2114252311C12267149 @default.
- W2114252311 hasConceptScore W2114252311C134517425 @default.
- W2114252311 hasConceptScore W2114252311C153180895 @default.
- W2114252311 hasConceptScore W2114252311C154945302 @default.
- W2114252311 hasConceptScore W2114252311C158693339 @default.
- W2114252311 hasConceptScore W2114252311C160446489 @default.
- W2114252311 hasConceptScore W2114252311C181367576 @default.
- W2114252311 hasConceptScore W2114252311C182335926 @default.
- W2114252311 hasConceptScore W2114252311C195699287 @default.
- W2114252311 hasConceptScore W2114252311C202444582 @default.
- W2114252311 hasConceptScore W2114252311C31510193 @default.
- W2114252311 hasConceptScore W2114252311C33923547 @default.
- W2114252311 hasConceptScore W2114252311C34727166 @default.
- W2114252311 hasConceptScore W2114252311C41008148 @default.
- W2114252311 hasConceptScore W2114252311C55851704 @default.
- W2114252311 hasConceptScore W2114252311C62520636 @default.
- W2114252311 hasConceptScore W2114252311C74193536 @default.
- W2114252311 hasConceptScore W2114252311C75866337 @default.
- W2114252311 hasLocation W21142523111 @default.
- W2114252311 hasOpenAccess W2114252311 @default.
- W2114252311 hasPrimaryLocation W21142523111 @default.
- W2114252311 hasRelatedWork W1979515052 @default.
- W2114252311 hasRelatedWork W2005311689 @default.
- W2114252311 hasRelatedWork W2005595281 @default.
- W2114252311 hasRelatedWork W2071590642 @default.
- W2114252311 hasRelatedWork W2105871736 @default.
- W2114252311 hasRelatedWork W2121647436 @default.
- W2114252311 hasRelatedWork W2138451337 @default.
- W2114252311 hasRelatedWork W2289057524 @default.
- W2114252311 hasRelatedWork W2293139091 @default.
- W2114252311 hasRelatedWork W2293208228 @default.
- W2114252311 hasRelatedWork W2349757585 @default.
- W2114252311 hasRelatedWork W2371165991 @default.
- W2114252311 hasRelatedWork W2461896840 @default.
- W2114252311 hasRelatedWork W2489287052 @default.
- W2114252311 hasRelatedWork W2738169269 @default.
- W2114252311 hasRelatedWork W2793697707 @default.
- W2114252311 hasRelatedWork W2905418897 @default.
- W2114252311 hasRelatedWork W3093470103 @default.
- W2114252311 hasRelatedWork W3163665598 @default.
- W2114252311 hasRelatedWork W2926285773 @default.
- W2114252311 isParatext "false" @default.
- W2114252311 isRetracted "false" @default.
- W2114252311 magId "2114252311" @default.
- W2114252311 workType "article" @default.