Edge Preserving Image Denoising in Reproducing Kernel Hilbert Spaces.
Pantelis BouboulisSergios TheodoridisKonstantinos SlavakisPublished in: ICPR (2010)
Keyphrases
- image denoising
- edge preserving
- reproducing kernel hilbert space
- color image denoising
- denoising
- partial differential equations
- anisotropic diffusion
- image restoration
- loss function
- kernel methods
- noise reduction
- kernel function
- natural images
- noisy images
- edge preservation
- total variation
- euclidean space
- image processing
- vector valued
- wavelet coefficients
- least squares
- gaussian process
- wavelet domain
- bilateral filtering
- denoising methods
- distance measure
- kernel matrix
- learning problems
- bilateral filter
- denoising algorithm
- maximum a posteriori
- support vector
- machine learning
- feature space
- pairwise
- wavelet transform
- model selection