Graphics Reference
In-Depth Information
Structural Adaptive Smoothing
by Propagation-Separation
Methods
III.8
Jörg Polzehl, Vladimir Spokoiny
8.1
Nonparametric Regression ................................................................
472
Examples ...............................................................................................
472
Local Modeling .......................................................................................
473
8.2
Structural Adaptation ........................................................................
475
Adaptive Weights Smoothing ..................................................................
476
Choice of Parameters: Propagation Condition ..........................................
477
8.3
An Illustrative Univariate Example ....................................................
478
8.4
Examples and Applications ................................................................
480
Application 1: Adaptive Edge-Preserving Smoothing in 3-D ......................
480
Examples: Binary and Poisson Data ..........................................................
481
Example: Denoising of Digital Color Images .............................................
483
Example: Local Polynomial Propagation-Separation (PS) Approach ...........
485
8.5
Concluding Remarks ..........................................................................
489
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