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Nonparametric Bayesian Dictionary Learning for Analysis of Noisy and Incomplete Images
33/33 checkable references clean · checked 2026-07-22
Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.
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The 33 checked references that resolve
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Bayesian probabilistic matrix factorization using Markov chain Monte Carlo
resolves10.1109/TIP.2009.2022459
Learning to Sense Sparse Signals: Simultaneous Sensing Matrix and Sparsifying Dictionary Optimization
resolves10.1109/TIP.2006.881969
Image Denoising Via Sparse and Redundant Representations Over Learned Dictionaries
resolves10.1109/TPAMI.1984.4767596
Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
resolves10.1137/060657704
From Sparse Solutions of Systems of Equations to Sparse Modeling of Signals and Images
resolves10.1109/TIT.2006.885507
Near-Optimal Signal Recovery From Random Projections: Universal Encoding Strategies?
resolves10.1109/TIP.2007.901238
Image Denoising by Sparse 3-D Transform-Domain Collaborative Filtering
resolves10.1198/jasa.2009.tm08302
Nonparametric Bayes Conditional Distribution Modeling With Variable Selection
resolves10.1109/TSP.2006.881199
$rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation
resolves10.1007/978-3-540-74494-8_48
Infinite Sparse Factor Analysis and Infinite Independent Components Analysis
The 10 references without a DOI — listed, not checked
no DOI — not checkedThe logistic stick breaking process
no DOI — not checkedEfficient learning of sparse representations with an energy-based model
no DOI — not checkedHierarchical beta processes and the Indian buffet process
no DOI — not checkedA constructive definition of Dirichlet priors
no DOI — not checkedref14
no DOI — not checkedref17
no DOI — not checkedInfinite latent feature models and the Indian buffet process
no DOI — not checkedNon-parametric Bayesian dictionary learning for sparse image representations
no DOI — not checkedDependent hierarchical beta process for image interpolation and denoising
no DOI — not checkedSupervised dictionary learning
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