FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2507250378> ?p ?o ?g. }

• W2507250378 abstract "Advances in digital image processing were increased in the past few years. Blind source separation is one of the important research area with numerous applications in signal processing, image processing, telecommunication and speech recognition. In this paper the Blind Source Separation is performed using Slow Feature Analysis(SFA). It is necessary to use multivariate SFA instead of univariate SFA for separating multi-dimensional signals. This paper makes use of Regularized Sparse Kernel SFA(RSKSFA) instead of multivariate SFA and applies it to the problem of blind source separation in particular to image separation. Here the kernel trick is used in combination with sparsification to provide a powerful function class for large data sets. Sparsity is achieved by a novel matching pursuit approach that can be applied to other tasks as well. For small but complex data sets the kernel SFA approach leads to over-fitting and numerical instabilities. To enforce a stable solution, we introduce regularization to the SFA objective. If the original sources are correlated, it is not possible to achieve perfect separation. So apply a decorrelation filter on the image mixtures before applying SFA for separating the correlated sources. For SFA, when the number of mixtures is greater than or equal to the number of sources, the paper demonstrates how to determine the actual number of sources via regularization technique" @default.
• W2507250378 created "2016-09-16" @default.
• W2507250378 creator A5043363700 @default.
• W2507250378 creator A5053330058 @default.
• W2507250378 date "2014-01-01" @default.
• W2507250378 modified "2023-09-27" @default.
• W2507250378 title "Regularized Sparse Kernel SFA with DecorrelationFiltering For Separating Correlated Sources" @default.
• W2507250378 cites W1498936140 @default.
• W2507250378 cites W1521331776 @default.
• W2507250378 cites W1541874989 @default.
• W2507250378 cites W1878324759 @default.
• W2507250378 cites W1933388315 @default.
• W2507250378 cites W1969916095 @default.
• W2507250378 cites W2016277304 @default.
• W2507250378 cites W2055306175 @default.
• W2507250378 cites W2100140302 @default.
• W2507250378 cites W2116574848 @default.
• W2507250378 cites W2120062331 @default.
• W2507250378 cites W2123132941 @default.
• W2507250378 cites W2133069808 @default.
• W2507250378 cites W2146444479 @default.
• W2507250378 cites W2152409426 @default.
• W2507250378 cites W2152582820 @default.
• W2507250378 cites W2166008640 @default.
• W2507250378 cites W23058082 @default.
• W2507250378 cites W32967755 @default.
• W2507250378 hasPublicationYear "2014" @default.
• W2507250378 type Work @default.
• W2507250378 sameAs 2507250378 @default.
• W2507250378 citedByCount "0" @default.
• W2507250378 crossrefType "journal-article" @default.
• W2507250378 hasAuthorship W2507250378A5043363700 @default.
• W2507250378 hasAuthorship W2507250378A5053330058 @default.
• W2507250378 hasConcept C11413529 @default.
• W2507250378 hasConcept C114614502 @default.
• W2507250378 hasConcept C115961682 @default.
• W2507250378 hasConcept C119857082 @default.
• W2507250378 hasConcept C120317606 @default.
• W2507250378 hasConcept C122280245 @default.
• W2507250378 hasConcept C12267149 @default.
• W2507250378 hasConcept C124101348 @default.
• W2507250378 hasConcept C124851039 @default.
• W2507250378 hasConcept C127162648 @default.
• W2507250378 hasConcept C153180895 @default.
• W2507250378 hasConcept C154945302 @default.
• W2507250378 hasConcept C156872377 @default.
• W2507250378 hasConcept C161584116 @default.
• W2507250378 hasConcept C177860922 @default.
• W2507250378 hasConcept C199163554 @default.
• W2507250378 hasConcept C2776135515 @default.
• W2507250378 hasConcept C31258907 @default.
• W2507250378 hasConcept C33923547 @default.
• W2507250378 hasConcept C41008148 @default.
• W2507250378 hasConcept C74193536 @default.
• W2507250378 hasConcept C9417928 @default.
• W2507250378 hasConceptScore W2507250378C11413529 @default.
• W2507250378 hasConceptScore W2507250378C114614502 @default.
• W2507250378 hasConceptScore W2507250378C115961682 @default.
• W2507250378 hasConceptScore W2507250378C119857082 @default.
• W2507250378 hasConceptScore W2507250378C120317606 @default.
• W2507250378 hasConceptScore W2507250378C122280245 @default.
• W2507250378 hasConceptScore W2507250378C12267149 @default.
• W2507250378 hasConceptScore W2507250378C124101348 @default.
• W2507250378 hasConceptScore W2507250378C124851039 @default.
• W2507250378 hasConceptScore W2507250378C127162648 @default.
• W2507250378 hasConceptScore W2507250378C153180895 @default.
• W2507250378 hasConceptScore W2507250378C154945302 @default.
• W2507250378 hasConceptScore W2507250378C156872377 @default.
• W2507250378 hasConceptScore W2507250378C161584116 @default.
• W2507250378 hasConceptScore W2507250378C177860922 @default.
• W2507250378 hasConceptScore W2507250378C199163554 @default.
• W2507250378 hasConceptScore W2507250378C2776135515 @default.
• W2507250378 hasConceptScore W2507250378C31258907 @default.
• W2507250378 hasConceptScore W2507250378C33923547 @default.
• W2507250378 hasConceptScore W2507250378C41008148 @default.
• W2507250378 hasConceptScore W2507250378C74193536 @default.
• W2507250378 hasConceptScore W2507250378C9417928 @default.
• W2507250378 hasIssue "1" @default.
• W2507250378 hasLocation W25072503781 @default.
• W2507250378 hasOpenAccess W2507250378 @default.
• W2507250378 hasPrimaryLocation W25072503781 @default.
• W2507250378 hasRelatedWork W1875445194 @default.
• W2507250378 hasRelatedWork W1987435156 @default.
• W2507250378 hasRelatedWork W1989882398 @default.
• W2507250378 hasRelatedWork W1998594584 @default.
• W2507250378 hasRelatedWork W2002490203 @default.
• W2507250378 hasRelatedWork W2021166197 @default.
• W2507250378 hasRelatedWork W2026297721 @default.
• W2507250378 hasRelatedWork W2098766599 @default.
• W2507250378 hasRelatedWork W2119352075 @default.
• W2507250378 hasRelatedWork W2126461605 @default.
• W2507250378 hasRelatedWork W2133396101 @default.
• W2507250378 hasRelatedWork W2139789884 @default.
• W2507250378 hasRelatedWork W2140370745 @default.
• W2507250378 hasRelatedWork W2169945149 @default.
• W2507250378 hasRelatedWork W23058082 @default.
• W2507250378 hasRelatedWork W2502333975 @default.
• W2507250378 hasRelatedWork W2539014756 @default.
• W2507250378 hasRelatedWork W2587192303 @default.
• W2507250378 hasRelatedWork W2905581758 @default.

• next