FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2043189785> ?p ?o ?g. }

• W2043189785 abstract "Sparse coding techniques have seen an increasing range of applications in recent years, especially in the area of image processing. In particular, sparse coding using l 1 -regularization has been efficiently solved with the Augmented Lagrangian (AL) applied to its dual formulation (DALM). This paper proposes the decomposition of the dictionary matrix in its Singular Value/Vector form in order to simplify and speed-up the implementation of the DALM algorithm. Furthermore, we propose an update rule for the penalty parameter used in AL methods that improves the convergence rate. The SVD of the dictionary matrix is done as a pre-processing step prior to the sparse coding, and thus the method is better suited for applications where the same dictionary is reused for several sparse recovery steps, such as block image processing." @default.
• W2043189785 created "2016-06-24" @default.
• W2043189785 creator A5005727241 @default.
• W2043189785 creator A5022526821 @default.
• W2043189785 creator A5025028411 @default.
• W2043189785 creator A5034284556 @default.
• W2043189785 creator A5090725522 @default.
• W2043189785 date "2014-10-01" @default.
• W2043189785 modified "2023-09-26" @default.
• W2043189785 title "DALM-SVD: Accelerated sparse coding through singular value decomposition of the dictionary" @default.
• W2043189785 cites W1491318578 @default.
• W2043189785 cites W1567856076 @default.
• W2043189785 cites W2062102668 @default.
• W2043189785 cites W2063978378 @default.
• W2043189785 cites W2082029531 @default.
• W2043189785 cites W2082855665 @default.
• W2043189785 cites W2100556411 @default.
• W2043189785 cites W2112447569 @default.
• W2043189785 cites W2113606819 @default.
• W2043189785 cites W2126607811 @default.
• W2043189785 cites W2130278867 @default.
• W2043189785 cites W2161516371 @default.
• W2043189785 cites W2164647001 @default.
• W2043189785 cites W2166947501 @default.
• W2043189785 cites W2963689635 @default.
• W2043189785 cites W2065030431 @default.
• W2043189785 doi "https://doi.org/10.1109/icip.2014.7025994" @default.
• W2043189785 hasPublicationYear "2014" @default.
• W2043189785 type Work @default.
• W2043189785 sameAs 2043189785 @default.
• W2043189785 citedByCount "2" @default.
• W2043189785 countsByYear W20431897852015 @default.
• W2043189785 countsByYear W20431897852017 @default.
• W2043189785 crossrefType "proceedings-article" @default.
• W2043189785 hasAuthorship W2043189785A5005727241 @default.
• W2043189785 hasAuthorship W2043189785A5022526821 @default.
• W2043189785 hasAuthorship W2043189785A5025028411 @default.
• W2043189785 hasAuthorship W2043189785A5034284556 @default.
• W2043189785 hasAuthorship W2043189785A5090725522 @default.
• W2043189785 hasConcept C105795698 @default.
• W2043189785 hasConcept C11413529 @default.
• W2043189785 hasConcept C121332964 @default.
• W2043189785 hasConcept C124066611 @default.
• W2043189785 hasConcept C126255220 @default.
• W2043189785 hasConcept C150452318 @default.
• W2043189785 hasConcept C153180895 @default.
• W2043189785 hasConcept C154771677 @default.
• W2043189785 hasConcept C154945302 @default.
• W2043189785 hasConcept C163716315 @default.
• W2043189785 hasConcept C179518139 @default.
• W2043189785 hasConcept C22789450 @default.
• W2043189785 hasConcept C2776135515 @default.
• W2043189785 hasConcept C33923547 @default.
• W2043189785 hasConcept C41008148 @default.
• W2043189785 hasConcept C56372850 @default.
• W2043189785 hasConcept C62520636 @default.
• W2043189785 hasConcept C77637269 @default.
• W2043189785 hasConceptScore W2043189785C105795698 @default.
• W2043189785 hasConceptScore W2043189785C11413529 @default.
• W2043189785 hasConceptScore W2043189785C121332964 @default.
• W2043189785 hasConceptScore W2043189785C124066611 @default.
• W2043189785 hasConceptScore W2043189785C126255220 @default.
• W2043189785 hasConceptScore W2043189785C150452318 @default.
• W2043189785 hasConceptScore W2043189785C153180895 @default.
• W2043189785 hasConceptScore W2043189785C154771677 @default.
• W2043189785 hasConceptScore W2043189785C154945302 @default.
• W2043189785 hasConceptScore W2043189785C163716315 @default.
• W2043189785 hasConceptScore W2043189785C179518139 @default.
• W2043189785 hasConceptScore W2043189785C22789450 @default.
• W2043189785 hasConceptScore W2043189785C2776135515 @default.
• W2043189785 hasConceptScore W2043189785C33923547 @default.
• W2043189785 hasConceptScore W2043189785C41008148 @default.
• W2043189785 hasConceptScore W2043189785C56372850 @default.
• W2043189785 hasConceptScore W2043189785C62520636 @default.
• W2043189785 hasConceptScore W2043189785C77637269 @default.
• W2043189785 hasLocation W20431897851 @default.
• W2043189785 hasOpenAccess W2043189785 @default.
• W2043189785 hasPrimaryLocation W20431897851 @default.
• W2043189785 hasRelatedWork W1996147022 @default.
• W2043189785 hasRelatedWork W2045397219 @default.
• W2043189785 hasRelatedWork W2062507334 @default.
• W2043189785 hasRelatedWork W2069170077 @default.
• W2043189785 hasRelatedWork W2083493778 @default.
• W2043189785 hasRelatedWork W2087613098 @default.
• W2043189785 hasRelatedWork W2087629508 @default.
• W2043189785 hasRelatedWork W2104457585 @default.
• W2043189785 hasRelatedWork W2116216716 @default.
• W2043189785 hasRelatedWork W2176745378 @default.
• W2043189785 hasRelatedWork W2262166196 @default.
• W2043189785 hasRelatedWork W2282264881 @default.
• W2043189785 hasRelatedWork W2390685658 @default.
• W2043189785 hasRelatedWork W2552374634 @default.
• W2043189785 hasRelatedWork W2767287503 @default.
• W2043189785 hasRelatedWork W2899421447 @default.
• W2043189785 hasRelatedWork W2937824096 @default.
• W2043189785 hasRelatedWork W3201457739 @default.
• W2043189785 hasRelatedWork W3209839766 @default.
• W2043189785 hasRelatedWork W2962855737 @default.
• W2043189785 isParatext "false" @default.
• W2043189785 isRetracted "false" @default.

• next