Matches in SemOpenAlex for { <https://semopenalex.org/work/W4287366706> ?p ?o ?g. }
Showing items 1 to 62 of
62
with 100 items per page.
- W4287366706 abstract "We consider the problem of finding the subset of order statistics that contains the most information about a sample of random variables drawn independently from some known parametric distribution. We leverage information-theoretic quantities, such as entropy and mutual information, to quantify the level of informativeness and rigorously characterize the amount of information contained in any subset of the complete collection of order statistics. As an example, we show how these informativeness metrics can be evaluated for a sample of discrete Bernoulli and continuous Uniform random variables. Finally, we unveil how our most informative order statistics framework can be applied to image processing applications. Specifically, we investigate how the proposed measures can be used to choose the coefficients of the L-estimator filter to denoise an image corrupted by random noise. We show that both for discrete (e.g., salt-pepper noise) and continuous (e.g., mixed Gaussian noise) noise distributions, the proposed method is competitive with off-the-shelf filters, such as the median and the total variation filters, as well as with wavelet-based denoising methods." @default.
- W4287366706 created "2022-07-25" @default.
- W4287366706 creator A5002409766 @default.
- W4287366706 creator A5066257035 @default.
- W4287366706 creator A5069505373 @default.
- W4287366706 date "2021-01-27" @default.
- W4287366706 modified "2023-09-24" @default.
- W4287366706 title "The Most Informative Order Statistic and its Application to Image Denoising" @default.
- W4287366706 hasPublicationYear "2021" @default.
- W4287366706 type Work @default.
- W4287366706 citedByCount "0" @default.
- W4287366706 crossrefType "posted-content" @default.
- W4287366706 hasAuthorship W4287366706A5002409766 @default.
- W4287366706 hasAuthorship W4287366706A5066257035 @default.
- W4287366706 hasAuthorship W4287366706A5069505373 @default.
- W4287366706 hasBestOaLocation W42873667061 @default.
- W4287366706 hasConcept C105795698 @default.
- W4287366706 hasConcept C106301342 @default.
- W4287366706 hasConcept C11413529 @default.
- W4287366706 hasConcept C121332964 @default.
- W4287366706 hasConcept C122123141 @default.
- W4287366706 hasConcept C152139883 @default.
- W4287366706 hasConcept C153180895 @default.
- W4287366706 hasConcept C154945302 @default.
- W4287366706 hasConcept C163294075 @default.
- W4287366706 hasConcept C185429906 @default.
- W4287366706 hasConcept C27956954 @default.
- W4287366706 hasConcept C33923547 @default.
- W4287366706 hasConcept C41008148 @default.
- W4287366706 hasConcept C44082924 @default.
- W4287366706 hasConcept C62520636 @default.
- W4287366706 hasConceptScore W4287366706C105795698 @default.
- W4287366706 hasConceptScore W4287366706C106301342 @default.
- W4287366706 hasConceptScore W4287366706C11413529 @default.
- W4287366706 hasConceptScore W4287366706C121332964 @default.
- W4287366706 hasConceptScore W4287366706C122123141 @default.
- W4287366706 hasConceptScore W4287366706C152139883 @default.
- W4287366706 hasConceptScore W4287366706C153180895 @default.
- W4287366706 hasConceptScore W4287366706C154945302 @default.
- W4287366706 hasConceptScore W4287366706C163294075 @default.
- W4287366706 hasConceptScore W4287366706C185429906 @default.
- W4287366706 hasConceptScore W4287366706C27956954 @default.
- W4287366706 hasConceptScore W4287366706C33923547 @default.
- W4287366706 hasConceptScore W4287366706C41008148 @default.
- W4287366706 hasConceptScore W4287366706C44082924 @default.
- W4287366706 hasConceptScore W4287366706C62520636 @default.
- W4287366706 hasLocation W42873667061 @default.
- W4287366706 hasOpenAccess W4287366706 @default.
- W4287366706 hasPrimaryLocation W42873667061 @default.
- W4287366706 hasRelatedWork W12330997 @default.
- W4287366706 hasRelatedWork W1415244 @default.
- W4287366706 hasRelatedWork W1941230 @default.
- W4287366706 hasRelatedWork W3433201 @default.
- W4287366706 hasRelatedWork W3704152 @default.
- W4287366706 hasRelatedWork W4830638 @default.
- W4287366706 hasRelatedWork W5924924 @default.
- W4287366706 hasRelatedWork W7108679 @default.
- W4287366706 hasRelatedWork W769008 @default.
- W4287366706 hasRelatedWork W7960767 @default.
- W4287366706 isParatext "false" @default.
- W4287366706 isRetracted "false" @default.
- W4287366706 workType "article" @default.