Times Series Averaging and Denoising from a Probabilistic Perspective on Time-Elastic Kernels.
Pierre-Francois MarteauPublished in: Int. J. Appl. Math. Comput. Sci. (2019)
Keyphrases
- denoising
- weighted averaging
- image denoising
- translation invariant
- diffusion processes
- wavelet domain
- probabilistic model
- total variation
- image processing
- noisy images
- kernel function
- viewpoint
- generative model
- natural images
- uncertain data
- bayesian networks
- denoising algorithm
- kernel methods
- posterior probability
- gaussian noise
- support vector
- machine learning
- image restoration
- wavelet denoising
- graph kernels
- probabilistic logic
- denoising methods
- probability theory
- noise removal
- feature space
- conditional probabilities
- linear combination