FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2899191282> ?p ?o ?g. }

• W2899191282 endingPage "304" @default.
• W2899191282 startingPage "293" @default.
• W2899191282 abstract "Recently, sparse representation has attracted a great deal of interest in many of the image processing applications. However, the idea of self-similarity, which is inherently present in an image, has not been considered in standard sparse representation. Moreover, if the dictionary atoms are not constrained to be correlated, the redundancy present in the dictionary may not improve the performance of sparse coding. This paper addresses these issues by using orthogonal moments to extract the correlations among the atoms and group them together by extracting the characteristics of the noisy image patches. Most of the existing sparsity-based image denoising methods utilize an over-complete dictionary, for example, the K-SVD method that requires solving a minimization problem which is computationally challenging. In order to improve the computational efficiency and the correlation between the sparse coefficients, this paper employs the concept of overlapping group sparsity formulated for both convex and non-convex denoising frameworks. The optimization method used for solving the denoising framework is the well known majorization–minimization method, which has been applied successfully in sparse approximation and statistical estimations. Experimental results demonstrate that the proposed method offers, in general, a performance that is better than that of the existing state-of-the-art methods irrespective of the noise level and the image type." @default.
• W2899191282 created "2018-11-09" @default.
• W2899191282 creator A5013967994 @default.
• W2899191282 creator A5026670559 @default.
• W2899191282 creator A5068820891 @default.
• W2899191282 date "2019-02-01" @default.
• W2899191282 modified "2023-09-30" @default.
• W2899191282 title "Image denoising via overlapping group sparsity using orthogonal moments as similarity measure" @default.
• W2899191282 cites W1970611168 @default.
• W2899191282 cites W1977411777 @default.
• W2899191282 cites W1978749115 @default.
• W2899191282 cites W1982471090 @default.
• W2899191282 cites W1999174140 @default.
• W2899191282 cites W2006262045 @default.
• W2899191282 cites W2016278923 @default.
• W2899191282 cites W2028349405 @default.
• W2899191282 cites W2029684123 @default.
• W2899191282 cites W2034934732 @default.
• W2899191282 cites W2045737896 @default.
• W2899191282 cites W2056370875 @default.
• W2899191282 cites W2059311958 @default.
• W2899191282 cites W2077964948 @default.
• W2899191282 cites W2091494211 @default.
• W2899191282 cites W2102238397 @default.
• W2899191282 cites W2103559027 @default.
• W2899191282 cites W2107861471 @default.
• W2899191282 cites W2114122776 @default.
• W2899191282 cites W2115706991 @default.
• W2899191282 cites W2117853853 @default.
• W2899191282 cites W2118297240 @default.
• W2899191282 cites W2119634769 @default.
• W2899191282 cites W2122688057 @default.
• W2899191282 cites W2124041826 @default.
• W2899191282 cites W2126534699 @default.
• W2899191282 cites W2133665775 @default.
• W2899191282 cites W2135331233 @default.
• W2899191282 cites W2136910298 @default.
• W2899191282 cites W2145263492 @default.
• W2899191282 cites W2146842127 @default.
• W2899191282 cites W2151693816 @default.
• W2899191282 cites W2153663612 @default.
• W2899191282 cites W2170885533 @default.
• W2899191282 cites W2748967439 @default.
• W2899191282 cites W2763070725 @default.
• W2899191282 cites W2767380400 @default.
• W2899191282 cites W2962875092 @default.
• W2899191282 cites W2964282423 @default.
• W2899191282 doi "https://doi.org/10.1016/j.isatra.2018.10.030" @default.
• W2899191282 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/30392726" @default.
• W2899191282 hasPublicationYear "2019" @default.
• W2899191282 type Work @default.
• W2899191282 sameAs 2899191282 @default.
• W2899191282 citedByCount "13" @default.
• W2899191282 countsByYear W28991912822020 @default.
• W2899191282 countsByYear W28991912822021 @default.
• W2899191282 countsByYear W28991912822022 @default.
• W2899191282 countsByYear W28991912822023 @default.
• W2899191282 crossrefType "journal-article" @default.
• W2899191282 hasAuthorship W2899191282A5013967994 @default.
• W2899191282 hasAuthorship W2899191282A5026670559 @default.
• W2899191282 hasAuthorship W2899191282A5068820891 @default.
• W2899191282 hasConcept C103278499 @default.
• W2899191282 hasConcept C111919701 @default.
• W2899191282 hasConcept C112680207 @default.
• W2899191282 hasConcept C11413529 @default.
• W2899191282 hasConcept C114614502 @default.
• W2899191282 hasConcept C115961682 @default.
• W2899191282 hasConcept C124066611 @default.
• W2899191282 hasConcept C126255220 @default.
• W2899191282 hasConcept C147764199 @default.
• W2899191282 hasConcept C152124472 @default.
• W2899191282 hasConcept C153180895 @default.
• W2899191282 hasConcept C154771677 @default.
• W2899191282 hasConcept C154945302 @default.
• W2899191282 hasConcept C157972887 @default.
• W2899191282 hasConcept C163294075 @default.
• W2899191282 hasConcept C2524010 @default.
• W2899191282 hasConcept C2777818330 @default.
• W2899191282 hasConcept C33923547 @default.
• W2899191282 hasConcept C41008148 @default.
• W2899191282 hasConcept C77637269 @default.
• W2899191282 hasConceptScore W2899191282C103278499 @default.
• W2899191282 hasConceptScore W2899191282C111919701 @default.
• W2899191282 hasConceptScore W2899191282C112680207 @default.
• W2899191282 hasConceptScore W2899191282C11413529 @default.
• W2899191282 hasConceptScore W2899191282C114614502 @default.
• W2899191282 hasConceptScore W2899191282C115961682 @default.
• W2899191282 hasConceptScore W2899191282C124066611 @default.
• W2899191282 hasConceptScore W2899191282C126255220 @default.
• W2899191282 hasConceptScore W2899191282C147764199 @default.
• W2899191282 hasConceptScore W2899191282C152124472 @default.
• W2899191282 hasConceptScore W2899191282C153180895 @default.
• W2899191282 hasConceptScore W2899191282C154771677 @default.
• W2899191282 hasConceptScore W2899191282C154945302 @default.
• W2899191282 hasConceptScore W2899191282C157972887 @default.
• W2899191282 hasConceptScore W2899191282C163294075 @default.
• W2899191282 hasConceptScore W2899191282C2524010 @default.
• W2899191282 hasConceptScore W2899191282C2777818330 @default.

• next