Matches in SemOpenAlex for { <https://semopenalex.org/work/W4363671525> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W4363671525 abstract "Tomographic reconstruction, despite its revolutionary impact on a wide range of applications, suffers from its ill-posed nature in that there is no unique solution because of limited and noisy measurements. Therefore, in the absence of ground truth, quantifying the solution quality is highly desirable but under-explored. In this work, we address this challenge through Gaussian process modeling to flexibly and explicitly incorporate prior knowledge of sample features and experimental noises through the choices of the kernels and noise models. Our proposed method yields not only comparable reconstruction to existing practical reconstruction methods (e.g., regularized iterative solver for inverse problem) but also an efficient way of quantifying solution uncertainties. We demonstrate the capabilities of the proposed approach on various images and show its unique capability of uncertainty quantification in the presence of various noises." @default.
- W4363671525 created "2023-04-11" @default.
- W4363671525 creator A5000188398 @default.
- W4363671525 creator A5021352320 @default.
- W4363671525 creator A5031872781 @default.
- W4363671525 date "2021-03-29" @default.
- W4363671525 modified "2023-09-30" @default.
- W4363671525 title "Simultaneous Reconstruction and Uncertainty Quantification for Tomography" @default.
- W4363671525 doi "https://doi.org/10.48550/arxiv.2103.15864" @default.
- W4363671525 hasPublicationYear "2021" @default.
- W4363671525 type Work @default.
- W4363671525 citedByCount "0" @default.
- W4363671525 crossrefType "posted-content" @default.
- W4363671525 hasAuthorship W4363671525A5000188398 @default.
- W4363671525 hasAuthorship W4363671525A5021352320 @default.
- W4363671525 hasAuthorship W4363671525A5031872781 @default.
- W4363671525 hasBestOaLocation W43636715251 @default.
- W4363671525 hasConcept C111919701 @default.
- W4363671525 hasConcept C11413529 @default.
- W4363671525 hasConcept C115961682 @default.
- W4363671525 hasConcept C120665830 @default.
- W4363671525 hasConcept C121332964 @default.
- W4363671525 hasConcept C126255220 @default.
- W4363671525 hasConcept C134306372 @default.
- W4363671525 hasConcept C135252773 @default.
- W4363671525 hasConcept C141379421 @default.
- W4363671525 hasConcept C154945302 @default.
- W4363671525 hasConcept C159985019 @default.
- W4363671525 hasConcept C163716315 @default.
- W4363671525 hasConcept C163716698 @default.
- W4363671525 hasConcept C192562407 @default.
- W4363671525 hasConcept C199360897 @default.
- W4363671525 hasConcept C204323151 @default.
- W4363671525 hasConcept C2778770139 @default.
- W4363671525 hasConcept C33923547 @default.
- W4363671525 hasConcept C41008148 @default.
- W4363671525 hasConcept C61326573 @default.
- W4363671525 hasConcept C62520636 @default.
- W4363671525 hasConcept C97742081 @default.
- W4363671525 hasConcept C98045186 @default.
- W4363671525 hasConcept C99498987 @default.
- W4363671525 hasConceptScore W4363671525C111919701 @default.
- W4363671525 hasConceptScore W4363671525C11413529 @default.
- W4363671525 hasConceptScore W4363671525C115961682 @default.
- W4363671525 hasConceptScore W4363671525C120665830 @default.
- W4363671525 hasConceptScore W4363671525C121332964 @default.
- W4363671525 hasConceptScore W4363671525C126255220 @default.
- W4363671525 hasConceptScore W4363671525C134306372 @default.
- W4363671525 hasConceptScore W4363671525C135252773 @default.
- W4363671525 hasConceptScore W4363671525C141379421 @default.
- W4363671525 hasConceptScore W4363671525C154945302 @default.
- W4363671525 hasConceptScore W4363671525C159985019 @default.
- W4363671525 hasConceptScore W4363671525C163716315 @default.
- W4363671525 hasConceptScore W4363671525C163716698 @default.
- W4363671525 hasConceptScore W4363671525C192562407 @default.
- W4363671525 hasConceptScore W4363671525C199360897 @default.
- W4363671525 hasConceptScore W4363671525C204323151 @default.
- W4363671525 hasConceptScore W4363671525C2778770139 @default.
- W4363671525 hasConceptScore W4363671525C33923547 @default.
- W4363671525 hasConceptScore W4363671525C41008148 @default.
- W4363671525 hasConceptScore W4363671525C61326573 @default.
- W4363671525 hasConceptScore W4363671525C62520636 @default.
- W4363671525 hasConceptScore W4363671525C97742081 @default.
- W4363671525 hasConceptScore W4363671525C98045186 @default.
- W4363671525 hasConceptScore W4363671525C99498987 @default.
- W4363671525 hasLocation W43636715251 @default.
- W4363671525 hasOpenAccess W4363671525 @default.
- W4363671525 hasPrimaryLocation W43636715251 @default.
- W4363671525 hasRelatedWork W1508099955 @default.
- W4363671525 hasRelatedWork W1960808101 @default.
- W4363671525 hasRelatedWork W1984012726 @default.
- W4363671525 hasRelatedWork W2026366708 @default.
- W4363671525 hasRelatedWork W2097194403 @default.
- W4363671525 hasRelatedWork W2103193587 @default.
- W4363671525 hasRelatedWork W4223550309 @default.
- W4363671525 hasRelatedWork W4281876894 @default.
- W4363671525 hasRelatedWork W2105794489 @default.
- W4363671525 hasRelatedWork W2786504317 @default.
- W4363671525 isParatext "false" @default.
- W4363671525 isRetracted "false" @default.
- W4363671525 workType "article" @default.