Donoho and Johnstone's Wavelet Thresholding
GPTKB entity
Statements (57)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:transformation
|
| gptkbp:applies_to |
Statistical Signal Processing
|
| gptkbp:developed_by |
gptkb:David_L._Donoho
gptkb:Iain_M._Johnstone |
| https://www.w3.org/2000/01/rdf-schema#label |
Donoho and Johnstone's Wavelet Thresholding
|
| gptkbp:improves |
Estimation Accuracy
|
| gptkbp:influenced_by |
Fourier Transform
|
| gptkbp:is_applicable_to |
Image Processing
Data Compression |
| gptkbp:is_based_on |
Thresholding Techniques
|
| gptkbp:is_cited_in |
Numerous Research Papers
|
| gptkbp:is_compared_to |
Hard Thresholding
Soft Thresholding |
| gptkbp:is_criticized_for |
Computational Complexity
|
| gptkbp:is_discussed_in |
Statistical Journals
|
| gptkbp:is_enhanced_by |
Adaptive Thresholding
|
| gptkbp:is_evaluated_by |
Cross-Validation
Mean Squared Error Signal-to-Noise Ratio Empirical Risk Minimization |
| gptkbp:is_implemented_in |
Software Packages
|
| gptkbp:is_influential_in |
Modern Statistics
|
| gptkbp:is_part_of |
gptkb:Data_Science
Statistical Computing Statistical Learning Theory Statistical Theory Computational Statistics Mathematical Statistics Applied Statistics Signal Processing Theory Wavelet Analysis |
| gptkbp:is_related_to |
Bayesian Methods
Statistical Inference Nonparametric Statistics Time-Frequency Analysis Multiscale Analysis Data Denoising Wavelet Shrinkage |
| gptkbp:is_taught_in |
Data Science Programs
Statistics Courses |
| gptkbp:is_used_for |
Noise Reduction
Image Denoising Feature Selection Signal Recovery Signal Denoising |
| gptkbp:is_used_in |
gptkb:machine_learning
Audio Processing Bioinformatics Financial Modeling Speech Processing Statistical Learning Environmental Data Analysis |
| gptkbp:published_in |
gptkb:1994
|
| gptkbp:related_to |
Shrinkage Estimation
|
| gptkbp:uses |
Wavelet Coefficients
|
| gptkbp:bfsParent |
gptkb:David_Donoho
|
| gptkbp:bfsLayer |
6
|