Explicit Recursive and Adaptive Filtering in Reproducing Kernel Hilbert Spaces.
Devis TuiaJordi Muñoz-MaríJosé Luis Rojo-ÁlvarezManel Martínez-RamónGustavo Camps-VallsPublished in: IEEE Trans. Neural Networks Learn. Syst. (2014)
Keyphrases
- adaptive filtering
- reproducing kernel hilbert space
- reproducing kernel
- loss function
- kernel methods
- learning theory
- special case
- euclidean space
- data dependent
- gaussian process
- denoising
- density estimation
- kernel function
- real valued
- input space
- computer vision
- distance measure
- learning problems
- speech signal
- filtering method
- model selection
- pairwise
- kernel matrix
- hilbert space
- post processing
- metric learning
- pattern recognition
- support vector
- image segmentation